skillfactor-pipeline/data/gated/recruiter.jsonl

{"job_id": "4MvxcXrkBQyplaHUAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Jr. Recruiter', which is a direct match for the target occupation.", "title": "Jr. Recruiter (Hybrid, 1 Day Onsite)"}
{"job_id": "PJzBWGtVOLQSCkJ_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Senior Technical Recruiter\" which directly matches the target occupation of \"recruiter\". The opening confirms this by starting with \"POSITION: Senior Technical Recruiter\".", "title": "Senior Technical Recruiter"}
{"job_id": "zDyXJD_M-bo_BP9aAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter' and the opening explicitly states they are seeking a 'Recruiter'. This directly matches the target occupation.", "title": "Recruiter - DC/MD/VA"}
{"job_id": "4kBNRyZTKQfUx78HAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Recruitment Manager' role within a law firm. While recruitment is involved, the focus is on *managing* recruitment - not performing the core functions of a recruiter (sourcing, screening, interviewing, and placing candidates). The description focuses on the firm itself, not the ", "title": "Lateral Recruitment Manager"}
{"job_id": "WVs1HkNCPHh2X4v5AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Jr. Recruiter', which is a direct match for the target occupation.", "title": "Jr. Recruiter (Hybrid, 1 Day Onsite)"}
{"job_id": "e2WtN4CNdf0WSj_6AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Sales Talent Recruiter"}
{"job_id": "mnixAbGfHEd_dpy6AAAAAA==", "relevant": false, "stage": "llm", "reason": "The provided text focuses entirely on company culture and values; it does not describe any responsibilities or requirements related to recruiting.", "title": "Field Recruiter (West)"}
{"job_id": "wrYT3khPfsTFqqBxAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist - Employee"}
{"job_id": "dh_CdH6Moz7V_tOcAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a recruiter *specializing* in PhD & Professional Degree candidates, but it does not state that the role itself *is* a recruiter position. The opening describes Charles River Associates as a consulting firm and focuses on their services - economic, financial, and business management", "title": "PhD & Professional Degree Recruiter"}
{"job_id": "sEB-s90ujQDnAtL8AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' to perform full-cycle recruiting duties. This directly matches the target occupation.", "title": "Recruiter - Government Contracting"}
{"job_id": "Pqf227A1zhx5E9JVAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details responsibilities directly related to recruiting (managing candidates, talent acquisition). This aligns perfectly with the target occupation.", "title": "Senior Corporate Recruiter"}
{"job_id": "Fh_u0B_8Mj3Sei9OAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Senior Recruiter', which directly matches the target occupation. The opening confirms they are seeking a recruiter in Alexandria, VA.", "title": "Senior Recruiter"}
{"job_id": "34biBMOuXaVCgy4bAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes 'Recruiter', and the description details responsibilities directly related to recruiting (sourcing, building pipelines, evaluating candidates). The seniority prefix 'Sr' does not affect relevance.", "title": "Sr Sourcing Recruiter, ADC"}
{"job_id": "TEaWx7-c_VoadWWCAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Technical Recruiter\", which directly matches the target occupation. The opening further elaborates on a recruiting role focused on technical talent.", "title": "Remote Technical Recruiter"}
{"job_id": "4rr0nqfO5LBt_RhvAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Sourcing Recruiter\", which is a direct synonym of recruiter. The description details responsibilities directly related to recruiting (candidate generation, talent mapping, screening).", "title": "Sourcing Recruiter at Apex Systems Arlington, VA"}
{"job_id": "GhsPPrf49qxJoB4AAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter', and the description details recruiting responsibilities (sourcing, screening, negotiation). The seniority level ('Senior') does not affect relevance.", "title": "Senior Recruiter"}
{"job_id": "_nfE8xkyCEjwnz2MAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Technical Recruiter\", which directly matches the target occupation of \"recruiter\". The opening describes a role focused on recruitment activities.", "title": "Technical Recruiter"}
{"job_id": "scdn6Wf-ohb3uW9dAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes 'Recruiter', and the description details responsibilities directly related to recruiting (sourcing candidates, building pipelines). While it specifies sourcing for AWS infrastructure roles, this is a specialization *within* the recruiter occupation, not a differe", "title": "AWS Infrastructure Tech Sourcing Recruiter"}
{"job_id": "-KvDWHXJiCgCYKzjAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Business Partner"}
{"job_id": "Qb3-ggfQVWeA6hRxAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruitment Manager' which is a direct synonym for recruiter. The description details managing recruiters and full-cycle recruitment efforts, confirming this is a recruiting role.", "title": "Healthcare Staffing Recruitment Manager"}
{"job_id": "1BpnbRGpxTXRQMoGAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Recruiter\" and the description details recruitment responsibilities within a specific construction specialty. This directly aligns with the target occupation.", "title": "Specialty Construction Recruiter"}
{"job_id": "MiFcbyd6YE7cuNDWAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions 'Recruiter' and the description details recruiting responsibilities (full life cycle recruiting, sourcing candidates). This aligns directly with the target occupation.", "title": "Federal Staffing Recruiter at Zachary Piper Solutions McLean, VA"}
{"job_id": "HfTjQ054QyVd9i-qAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes \"Recruiter\", which is the target occupation. The opening describes the company but doesn't negate the recruiter role.", "title": "Principal Technical Recruiter – Cleared Critical Facilities & Infrastructure (CONUS/OCONUS)"}
{"job_id": "MU2VJZTnwK3JjUY0AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Executive Talent Sourcer"}
{"job_id": "-R-UHDhTIZdDY3sQAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details responsibilities directly related to recruiting (identifying, attracting, hiring talent). The role is explicitly a recruiter position.", "title": "Contract Technical Recruiter"}
{"job_id": "m0C0FCdHCj9xRIngAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Recruiting Professional\" and the opening explicitly states they are hiring for a \"Recruiting professional\". This directly matches the target occupation of recruiter.", "title": "Recruiting Professional"}
{"job_id": "k9ZtMx4RMUve1F9HAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' to support their workforce management team. The title and description both focus on recruiting activities.", "title": "Recruiter - Nonprofit"}
{"job_id": "RP5HDe9YiT46M0DXAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details recruiting responsibilities. The role focuses on identifying and attracting talent - core recruiter functions.", "title": "Technical Recruiter – Platforms, Product & AI"}
{"job_id": "ZbR7jWj7vOGMuNxTAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly uses the term \"Reverse Recruiter\" which is a specific type of recruiter. While 'reverse' adds a specialization, it still falls under the core function of recruiting/talent acquisition.", "title": "Reverse Recruiter"}
{"job_id": "gElEAv5FrfuxOG8jAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Temporary Recruiter' and the opening describes a role focused on recruiting activities. This directly matches the target occupation.", "title": "Temporary Recruiter"}
{"job_id": "yaRNwtzh9W3KShvyAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Technical Recruitment Sourcer"}
{"job_id": "Ov95lepPUQCypq4FAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes \"Recruiter\". While also titled \"Employment Analyst\", the presence of \"Recruiter\" makes it directly relevant to the target occupation.", "title": "Senior Employment Analyst (Recruiter), County Administration, Human Resources /Employment"}
{"job_id": "eOogOKyvG-cii4GpAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a role focused on *marketing* a website that directs job seekers, not performing recruitment itself. The person hired would identify as a marketer or promoter, not a recruiter.", "title": "Remote Job Recruiter"}
{"job_id": "LSX_aS7hY7An7e--AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Junior Recruiter\" which directly matches the target occupation of recruiter. The opening also confirms this role.", "title": "Junior Recruiter - (Herndon, VA)"}
{"job_id": "qdEYSTji4DdzVUsxAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly for a recruiter role (Campus Recruiter), focusing on recruitment strategies, candidate experience, and building relationships to attract talent - all core functions of a recruiter.", "title": "Campus Recruiter"}
{"job_id": "hvZA7Wq0w1UFjbWdAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Campus Recruiter - Hybrid (12-Month) Talent Acquisition"}
{"job_id": "6ceQuoVUQhj47fTFAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad does not mention recruiting or any related activities. It describes MITRE's mission and values but doesn't indicate a recruiter role.", "title": "Recruiter, Intermediate"}
{"job_id": "U5ZcfistR0YF4nZkAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' and focuses on recruitment activities. The description aligns directly with the ESCO definition of a recruiter.", "title": "Recruiter for Business and Medical"}
{"job_id": "a7EpDr15YJLC2W1KAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Technical Recruiter\" and the opening immediately confirms they are seeking a candidate for that position. This directly matches the target occupation.", "title": "Technical Recruiter - DC/MD/VA"}
{"job_id": "vrHIlMpdXl0uur_tAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting' and the description details managing the end-to-end executive search process which is a core function of a recruiter. The seniority level ('Lead') does not disqualify it.", "title": "Executive Recruiting Strategy Lead"}
{"job_id": "C3IzXm38utpkhapYAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter', and the description details responsibilities directly related to recruiting (developing strategies, working with managers on planning, leading recruitment). This clearly indicates a role performing the target occupation.", "title": "District Operations Recruiter"}
{"job_id": "ywITyTWvKcV9H0teAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "STEM Entry Level Recruiter | Sales Trainee"}
{"job_id": "9ITIgFkEq3MfQU3IAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Nurse Recruiter', which is a specialization within the broader recruiter occupation. The description details recruitment activities, making it directly relevant.", "title": "Nurse Recruiter"}
{"job_id": "o2gG1wMkGUBu-bl8AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an Assistant General Manager in a restaurant, which is unrelated to the target occupation of recruiter.", "title": "Restaurant Assistant General Manager"}
{"job_id": "XyVodSgqpQLDHVyjAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter', which directly matches the target occupation. The opening text does not contradict this.", "title": "Recruiter (Hybrid, 1 Day Onsite)"}
{"job_id": "6U0sxrlYkKZJ46miAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Healthcare Recruiter/Entry Level Sales"}
{"job_id": "eCZRKJ7kndVAeaWYAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Technical Recruiter\", which is a direct match for the target occupation of \"recruiter\". The description details recruiting responsibilities.", "title": "Technical Recruiter Cleared Tech Engineers"}
{"job_id": "E-N-On_U_xSu71cMAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Technical Recruiter', which is a specialization within the broader recruiter occupation. The description confirms this by detailing recruiting responsibilities (sourcing, engaging candidates, full life-cycle recruiting).", "title": "Technical Recruiter"}
{"job_id": "ViAhwpd4oYZDyj1nAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes 'Recruiting' and the description details responsibilities directly related to the core functions of a recruiter (driving hiring strategies, sourcing candidates). The seniority level ('Senior Manager') does not negate relevance.", "title": "Tech Executive Recruiting Senior Manager"}
{"job_id": "cxPPaCGydHNvgAKEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' specializing in a specific field (TS/SCI Full Scope). The core function described is recruitment, aligning directly with the target occupation.", "title": "Specialized TS/SCI Full Scope Recruiter~ 1099"}
{"job_id": "3aHMmG8rVAsDM1pcAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist (Recruiter) at Chimes Baltimore, MD"}
{"job_id": "wXe76Mcj-eQ0C1KJAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Provider Recruiter\" which directly matches the target occupation of \"recruiter\". The opening confirms this role.", "title": "Provider Recruiter at TriSearch Germantown, MD"}
{"job_id": "kyuQCff7b5adwb4qAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details responsibilities directly related to the core functions of a recruiter (managing recruiting process, candidate sourcing, offer negotiation). The role is explicitly focused on recruitment activities.", "title": "Strategic Full-Cycle Talent Recruiter"}
{"job_id": "53NhtxSjfmTerzBEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' to perform recruiting functions. The specific focus on FEMA/DHS contracts doesn't change the core role.", "title": "FEMA/DHS Contract Recruiter"}
{"job_id": "CrytHg08EtXqsJ6rAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter' and the opening paragraph describes the responsibilities of a recruiter. The role directly matches the target occupation.", "title": "Recruiter"}
{"job_id": "ufIOkV5P2Ao6iErKAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter', and the description details recruiting activities. While the specialization is 'Therapeutic Foster Parent', it's still fundamentally a recruiter role.", "title": "Therapeutic Foster Parent Recruiter"}
{"job_id": "BcF-e224oeoyOZKHAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter', and the opening describes a recruiting role focused on talent acquisition. This directly aligns with the target occupation.", "title": "Senior GTM Recruiter"}
{"job_id": "TYe7gbeFmCeu0iyzAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Physician Recruiter\", which is a specific type of recruiter and thus falls directly within the target occupation.", "title": "Healthcare Recruiter (no-VMS jobs)"}
{"job_id": "JaivDWk_ecr8LaudAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'HR Recruiter' which directly matches the target occupation of 'recruiter'. The opening paragraph confirms this by stating the position is a 'HR Recruiter'.", "title": "HR Recruiter"}
{"job_id": "oKiPXaeoX3nx2pWEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Recruiter\" and the description details a recruiting role within a staffing firm. The specialization (technical, defense market) does not change the core function of being a recruiter.", "title": "Senior Technical Recruiter Intel Defense Market"}
{"job_id": "2j3yF_RDmbTx1DlgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Recruiting Manager\", which is a direct synonym for recruiter. While the title includes 'Director of Growth & Agent Development', the opening paragraph immediately clarifies the core function as recruiting sales agents.", "title": "Director of Growth & Agent Development"}
{"job_id": "h-DNdlvV0RRfOzqLAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Lead - Recruiter"}
{"job_id": "xmjurD0Q3CEauDubAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Subject Matter Expert, which is a technical role focused on providing expertise in a specific area. This is distinct from a recruiter who focuses on finding and attracting candidates.", "title": "Senior Subject Matter Expert, Tier 3, Top Secret Security Clearance Required"}
{"job_id": "VGADBg4N5a8yf5qaAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter', which is the target occupation. While it specifies 'Medical Recruiter' in the title and mentions financial services, the core function remains recruiting.", "title": "Medical Recruiter"}
{"job_id": "bCwdpd5eG9PMrJpzAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Sales Talent Recruiter"}
{"job_id": "UPAmY8GyucpYICClAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Onsite Recruiter', which is a direct match for the target occupation.", "title": "Onsite Recruiter - Full-Cycle Hiring"}
{"job_id": "4a_qgSnXfcvisZNIAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Sr. Recruiter' and the opening describes a role focused on recruitment activities (attraction/engagement of candidates). This directly matches the target occupation.", "title": "Sr. Recruiter"}
{"job_id": "YvRTMaMFUOrfCi1bAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Human Resources Recruiter\", which is the target occupation. The job description confirms this by detailing recruiting responsibilities.", "title": "Human Resources Recruiter at Greater Baden Medical Services, Inc. Brandywine, MD"}
{"job_id": "jZOs-kcSjarlDW4qAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Recruiter/Entry Level Sales Trainee"}
{"job_id": "BOoMjookTV_53BpRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Jr. Recruiter\", which directly matches the target occupation.", "title": "Jr. Recruiter with Security Clearance"}
{"job_id": "GZk9ROSkjkPthO_0AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Recruiter\" and the opening describes a role focused on talent acquisition/recruiting.", "title": "4A Senior Technical Talent Recruiter at 4A Consulting, LLC Ellicott City, MD"}
{"job_id": "FwawVLVqIUI39O2-AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter', and the opening describes a role directly responsible for recruiting - sourcing talent, contributing to workforce shaping, etc. This aligns perfectly with the target occupation.", "title": "Recruiter"}
{"job_id": "uzeW4cb5kTyEBNk7AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Regional Recruiter\". While the opening describes the company, the title is sufficient to determine relevance.", "title": "Fredericksburg, VA – Regional Recruiter"}
{"job_id": "IdEXBEwgRJ_qPq8eAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Junior Recruiter\" which directly matches the target occupation of recruiter. The opening confirms they are seeking a recruiting coordinator, further solidifying relevance.", "title": "Junior Recruiter"}
{"job_id": "7BF5xBeiHU012qDiAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Recruiter\". The opening describes the company but doesn't negate the role.", "title": "Remote Recruiter (GTM & Tech)"}
{"job_id": "KY0RvJdob1FmRzYkAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common entry-level role *within* the recruiter occupation family. The description details tasks directly related to supporting recruitment activities.", "title": "Recruiting Coordinator"}
{"job_id": "eViMq8mZpDAYpScaAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Litigation Paralegal, which is a legal support role. The target occupation is recruiter. While a recruiter *might* be involved in hiring paralegals, this ad is not *for* a recruiter.", "title": "Litigation Paralegal - Insurance Defense - Prominent Regional Law Firm"}
{"job_id": "2Mu_HWpWeGJrnqSfAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly hires for a 'Recruiter' role (specifically a 'Technical Recruiter'), which is the target occupation. The seniority level ('Junior') does not affect relevance.", "title": "Jr. Technical Recruiter at ABBTECH Professional Resources Sterling, VA"}
{"job_id": "Z-y-DKd_yszHBqI8AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Software Engineer (Back End), which is distinctly different from a recruiter.", "title": "Software Engineer (Back End)"}
{"job_id": "tSldCRwjaqPxpVYfAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly hires for a 'Recruiter' role, which matches the target occupation. The description details recruitment tasks (connecting with talent, supporting candidate searches), confirming this is a recruiter position.", "title": "Remote Dutch Speaking Recruiter - No Experience Needed - Work Remote Worldwide"}
{"job_id": "SfBwADtgsRVljhPyAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Technical Recruiter', which is a direct match for the target occupation of 'recruiter'. The description further details responsibilities directly related to recruiting.", "title": "Technical Recruiter at Solve IT Strategies, Inc. Maryland"}
{"job_id": "R7IfHrhAYlNxeAdYAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Manager', which is a direct synonym of 'recruiter'. The description details responsibilities directly related to recruiting (identifying candidates, matching them to opportunities).", "title": "Recruiting Manager"}
{"job_id": "mdYsixjqs3RAPmAEAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is about recruiting for construction roles, not a recruiter role itself. It focuses on attracting candidates *to* construction, rather than seeking someone to *be* a recruiter.", "title": "Campus Recruiter"}
{"job_id": "2aCoy4-2QyL34vmyAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the opening explicitly mentions experience with full-cycle recruiting. While also an 'Onsite Coordinator', a core function of the role is recruitment.", "title": "Onsite Coordinator - Recruiter"}
{"job_id": "NV4ytgbPZ4q5nG9IAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Remote Recruiter / Sourcer"}
{"job_id": "JNy6jYpppDYaugd5AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Executive Recruiter' and the description details responsibilities directly related to the full recruitment cycle - a core function of a recruiter. The person hired would introduce themselves as a recruiter.", "title": "Executive Recruiter"}
{"job_id": "qm_jSs_W3IXtqYdbAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' (specifically focused on hospitality), aligning directly with the target occupation.", "title": "Hospitality Recruiter"}
{"job_id": "FfDUd2nnTdxwGJM-AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Corporate Recruiter', which directly matches the target occupation of 'recruiter'. The opening describes a recruiting position within a company.", "title": "Corporate Recruiter"}
{"job_id": "uN4ptdM8ggLxopP8AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details responsibilities directly related to recruiting (sourcing, hiring, pipeline creation). The role is a lead position within recruitment, making it highly relevant.", "title": "Lead Executive Recruiter"}
{"job_id": "__Dob96CdjskcgznAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'recruiting' as a passion and describes responsibilities directly related to finding and attracting talent. While titled 'Talent Advisor', this is often used interchangeably with 'Recruiter'. The description focuses on the core functions of a recruiter.", "title": "Talent Advisor"}
{"job_id": "AplE84DVW43jllcuAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' (specifically Healthcare), aligning directly with the target occupation.", "title": "Remote Independent Recruiter (Healthcare)"}
{"job_id": "WESojA0RYH_12tYrAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly hires for a 'Recruiter' role, even with the 'Junior' and bilingual specifications. This directly matches the target occupation.", "title": "Bilingual Junior Recruiter (English/Spanish)"}
{"job_id": "soTF1q18rYlnB1m4AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Recruiter – Internal Talent Acquisition"}
{"job_id": "ctYIq6-a7F1pfKLtAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' and details responsibilities directly related to recruitment activities (intake sessions, job postings, sourcing candidates). The mention of AI-driven talent sourcing is a specific technique within the recruiter role, not indicative of a different occupation", "title": "Senior Corporate Recruiter AI-Driven Talent Sourcing"}
{"job_id": "bRgej8Oc9_Vsq-KoAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes \"Recruiter\" and the opening paragraph focuses on recruiting responsibilities, aligning directly with the target occupation.", "title": "Staffing Consultant - Recruiter (HYBRID)"}
{"job_id": "QDom3svvvrfb8q3AAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on building an AI healthcare platform. While a recruiter *might* be hired at some point to staff this company, this specific role is for a Recruiting Operations Lead focused on establishing processes - not the act of recruiting itself. The opening paragraph describes the product a", "title": "Founding Recruiting Operations Lead"}
{"job_id": "R9EKUyo2lCioCMdwAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter IV' and the opening describes a role as a 'Recruiter - Pharmacy Talent Acquisition'. This directly matches the target occupation of recruiter.", "title": "Recruiter IV"}
{"job_id": "Wz5eK5NEVAu_EwtSAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter Trainee', which directly matches the target occupation of 'recruiter'. The opening describes a training program for this role.", "title": "Recruiter Trainee"}
{"job_id": "3LcoGyglnoCSkWYSAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Branch Recruiter' and the opening describes a 'High-Volume Recruiter'. Both titles directly match the target occupation of 'recruiter'.", "title": "Branch Recruiter"}
{"job_id": "zYXy3Swc2s08IHpEAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Entry Level Recruiter / Sales"}
{"job_id": "jcYqoz_bkfnlkk21AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Recruiter\", which is a direct match for the target occupation. The opening text further supports this by describing a recruiting role within the company.", "title": "Principal Executive Recruiter"}
{"job_id": "IpTA8R-ToRzCEQ98AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Recruiter"}
{"job_id": "4vb-PhS1Ous9fYg1AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter', and the description details a role focused on recruitment activities. While 'GTM' specifies a focus (Go-To-Market), it modifies the *type* of recruiter rather than changing the core function.", "title": "GTM Recruiter - Series A Saas"}
{"job_id": "mPm9ghmn_dNussVvAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details responsibilities directly related to recruiting (establishing partnerships with employers, soliciting job orders, developing recruiting strategies). This aligns perfectly with the target occupation.", "title": "Recruiter, Business Solutions"}
{"job_id": "fN0VEVg0mC4FVwCTAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Senior Recruiter' and the opening describes responsibilities directly related to recruiting (attracting, hiring, retaining talent). The person hired would introduce themselves as a recruiter.", "title": "Senior Recruiter"}
{"job_id": "nB8_iMAFcrInBmPgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Talent Recruitment\" and seeks individuals for a \"Recruiter\" role, aligning directly with the target occupation.", "title": "NOW HIRING: GLOBAL REMOTE RECRUITERS & COMMODITY TRADERS | NO EXPERIENCE REQUIRED | PART-TIME OR FULL-TIME | COMMISSION-BASED | WORK FROM ANYWHERE"}
{"job_id": "VmMLIXbWJNOu5eAjAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Sales Recruiter"}
{"job_id": "kuQ5sjixx09UTj58AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details responsibilities directly related to recruiting (sourcing, interviewing, referring applicants). This aligns perfectly with the target occupation.", "title": "Contract Recruiter position"}
{"job_id": "eEv5JRHkPfZIQ9wzAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Driver Recruiter', which is a specific type of recruiter. The description focuses on recruiting activities.", "title": "Driver Recruiter"}
{"job_id": "zSrThW5zoSSpN8bAAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Truck Driver Recruiter', which is a recruiter role focused on a specific niche (truck drivers). The description details recruiting activities and responsibilities, aligning directly with the target occupation.", "title": "Work From Home Truck Driver Recruiter  Earn 8002000Week  Leads  Ad Support Providedwis"}
{"job_id": "W_73snzC0MCTfpkBAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' with experience in government contracting, which is a specialization within the recruiting field. The responsibilities described (full-cycle recruitment, partnering with leadership on hiring strategies) are core functions of a recruiter.", "title": "Experienced Government Contracting Recruiter"}
{"job_id": "KofLcF7lOGs2OdDZAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Telescopic Forklift Driver, which is an operator role. The target occupation is recruiter.", "title": "Telescopic Forklift Driver"}
{"job_id": "rP3NBBEhCScFWYtQAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details responsibilities directly related to recruiting (building relationships with universities to attract talent). This aligns perfectly with the target occupation.", "title": "University Relations Recruiter"}
{"job_id": "EU5T2h3T0Ac3ZTgbAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Sales Recruiter Elite Talent Hunter"}
{"job_id": "YzUymUgZAOWYC_59AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter' and the opening paragraph explicitly states they are seeking a 'Recruiter'. This directly matches the target occupation.", "title": "Recruiter"}
{"job_id": "AcIl8R2-wJtbTCiaAAAAAA==", "relevant": false, "stage": "llm", "reason": "The provided text describes the company and its mission but does not mention any recruiting role or responsibilities. It focuses on kinetic solutions for warfighting, indicating a technical/engineering focus rather than human resources.", "title": "Recruiter"}
{"job_id": "NvCT0LLDDdfY_Oe1AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details recruiting responsibilities (finding candidates for open orders). This directly aligns with the target occupation.", "title": "Bilingual Staffing Recruiter"}
{"job_id": "zlJ8kZfroR85omkAAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly for a 'Recruiter' specializing in IT roles. The responsibilities detailed align directly with the core functions of a recruiter (sourcing, screening, interviewing, offer negotiation).", "title": "IT Recruiter"}
{"job_id": "N1vyHtKBLZ5_cqnZAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Supervisor, Recruiting' which directly includes the target occupation ('recruiter') with a seniority prefix ('supervisor'). The opening confirms this focus.", "title": "Supervisor, Recruiting"}
{"job_id": "ntdI2IKu0QoTQlefAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Physician Recruiter\", which is a specialization within the broader recruiter occupation. The opening details further confirm this by describing a role focused on staffing physicians.", "title": "Physician Recruiter"}
{"job_id": "ggakwqZhsJBsD7chAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: management", "title": "Chemical Engineering Project Manager"}
{"job_id": "Ik0NJSNfCgqOpjJGAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter' and the opening paragraph explicitly states they are hiring a 'Recruiter'. The description details responsibilities directly related to recruiting (sourcing, screening, hiring).", "title": "Recruiter"}
{"job_id": "pBzdivyt3gVi8W1yAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Child-Focused Recruiter' which focuses on recruiting foster families/finding permanency for children in care - this is not the same as a recruiter who recruits candidates for jobs.", "title": "CHILD FOCUSED RECRUITER"}
{"job_id": "93t6eTE25bxgz8B7AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title 'Talent Acquisition Specialist' is a direct synonym of 'recruiter'. The description focuses on core recruiting activities (sourcing, screening, interviewing, offer management), confirming the role aligns with the target occupation.", "title": "Talent Acquistion Specialist"}
{"job_id": "Rp1NObfh6IvKA1PDAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Coordinator 2"}
{"job_id": "7OtIFLv1XNBpPpMEAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "LijLwnk5MhKqMNDyAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Hybrid Talent Acquisition & Development Specialist"}
{"job_id": "gjI35C5HBJsPfDGhAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Human Resources Specialist Talent Acquisition Recruiter Washington, D.C. (Headquarters) at Inter-American Development Bank Washington DC"}
{"job_id": "gd0iKFBoDrl5_o_BAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "Pi8zFQjWYHXgjS9kAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "2Om0beamJ8splzW5AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist at Tate® Inc. Maryland"}
{"job_id": "KwNNimTD4XcuLskyAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Senior Talent Acquisition Specialist – National Security & Operations"}
{"job_id": "0Ho-LvedE2jkpUKKAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter' and the description details responsibilities directly related to the core functions of a recruiter (talent identification, attraction, assessment, end-to-end recruitment process). The person hired would identify as a Recruiter.", "title": "Recruiter - Shared Services Center"}
{"job_id": "rINx9-5WoGj90yjgAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Campus Talent Acquisition Recruiter - Student Hiring"}
{"job_id": "8It4kpbq_NJIswyGAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Senior Talent Acquisition Partner"}
{"job_id": "KjPm8MkkVk3NIIhfAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Senior Manager, Talent Acquisition Sourcing"}
{"job_id": "LfIo64TcteYmQRMqAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Early-Career Talent Acquisition Partner (Hybrid)"}
{"job_id": "zyqpRWnP_BP_SLnXAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition & Business Development Specialist Inc"}
{"job_id": "dWqX8RBWeTsOZwtJAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Senior Talent Acquisition Specialist"}
{"job_id": "XJMB4vh1lDsDMBkJAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Recruiter"}
{"job_id": "aSNG65QVDkVXQqjgAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "TALENT ACQUISITION SPECIALIST - ONBOARDING (BILINGUAL-SPANISH)"}
{"job_id": "9F3ktVDYCQzZomw1AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist: Mission-Driven"}
{"job_id": "NPuEW1cEcqwDJ73ZAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Principal Talent Acquisition Partner"}
{"job_id": "rAtEWNCJXwnLOEBsAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist / Recruiter"}
{"job_id": "w_8mMY048NlwRHXiAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Strategic Talent Acquisition Lead - Cleared Tech; Hybrid"}
{"job_id": "T_t2VrMrpa4fEq2MAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Federal Contract Recruiter' and the opening describes a recruiter role focused on contract placement. This directly matches the target occupation of 'recruiter'.", "title": "Federal Contract Recruiter"}
{"job_id": "0MBVI8xWeDpS9RfQAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "k6jFTdWQ7aqXrO36AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Junior Recruiter\" which directly matches the target occupation of recruiter. The opening also refers to a \"Junior Recruiter\" role.", "title": "Junior Recruiter - (Onsite 2 days a week in Herndon, VA)"}
{"job_id": "ad9C9WGVr3ddUEFyAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Senior Talent Acquisition Specialist – National Security & Operations"}
{"job_id": "41-NMENZxt4qA1N3AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is 'Specialist, Talent' which *sounds* like it could be a recruiter role, but the provided opening text focuses entirely on company branding and culture. There is no mention of recruitment activities or responsibilities within the first 500 characters. It's impossible to determine i", "title": "Specialist, Talent"}
{"job_id": "OKDM74B2tbm6OyW0AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Strategic Talent Acquisition Specialist II"}
{"job_id": "-0BtQ7s84S9iZx7pAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "RE-ADVERTISEMENT: HR Adviser, Talent Acquisition, Client Services and Outreach Branch, Division for Human Resources, New York, P-5"}
{"job_id": "QJyQNX7UqG7An5wzAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition & Onboarding Coordinator"}
{"job_id": "Sxkiat7FHw7JLugUAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Lead Talent Acquisition Specialist, Campus & Customer Advocacy"}
{"job_id": "P3mzm_vWsnC_qAReAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Lead"}
{"job_id": "Ojv7hDzKFCCO4wLCAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "3QUHEJCGY0ylwDHRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Recruiter' and the opening describes a recruiting role supporting hiring efforts.", "title": "Associate Recruiter with Security Clearance"}
{"job_id": "MKcw-IbTDtg-_zB3AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist - Hybrid/Remote"}
{"job_id": "8gxgfGI7W66Op449AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Recruiter (Talent Acquisition Specialist)"}
{"job_id": "5se5rpUH4XUcuWjIAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an 'Accounting & Finance Recruiter', which is a specialization within the broader recruiter occupation. The description details recruitment responsibilities, confirming it's a recruiting role.", "title": "Accounting & Finance Recruiter"}
{"job_id": "nRhDeDdxj6KmTpAtAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "zI0_q9lRkRj5cNgKAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Recruiter\", which is the target occupation. The opening describes the company and its mission but does not change the core function of the role.", "title": "Senior Technical Recruiter, Hardware"}
{"job_id": "pMS44pKBr3Quof5jAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Sourcing Specialist"}
{"job_id": "owzytzGyKb9796ZhAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist - V..E Programme"}
{"job_id": "Yv7VowWcGoSB693NAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Manager"}
{"job_id": "pzeLORgV_mzynCiqAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "4bdGr3BJ7rBcMafDAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "hMAZSM2L35iITvwhAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Onsite Talent Acquisition Specialist – DE"}
{"job_id": "r1dCNwx4rdLGfWdNAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Intern"}
{"job_id": "BdRv-mBLr2UG16NcAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an Executive Assistant, which is a distinct role from a recruiter. While both roles require organizational skills and communication, they have fundamentally different responsibilities and would not be introduced with the title 'recruiter'.", "title": "Executive Assistant"}
{"job_id": "q1ZwsfEm0uRLtpg5AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'HR Recruiter' and the description details responsibilities directly related to recruitment (managing the full lifecycle, communicating roles to candidates). This aligns perfectly with the target occupation of recruiter.", "title": "HR Recruiter"}
{"job_id": "AjVSnNWrSQWQKglJAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Executive Recruiter' which directly matches the target occupation of 'recruiter'. The opening describes duties explicitly related to recruiting (sourcing, interviewing, placing talent).", "title": "Executive Recruiter (ID# 5152)"}
{"job_id": "nxlpw3ycbMdeLFyCAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Full-Cycle Talent Acquisition Specialist"}
{"job_id": "ccFwuV3x-2OnNXJMAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Contract Recruiter' and the description details responsibilities directly related to the full recruitment lifecycle - a core function of a recruiter.", "title": "Contract Recruiter"}
{"job_id": "9VO6uaLVO_q3JvfoAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a SAS Programmer, which is a technical role focused on data analysis and programming using SAS software. This is distinct from a recruiter who focuses on finding and attracting candidates for jobs.", "title": "Non-Clinical Sas Programmer"}
{"job_id": "ubC24qcbbRmrMfgKAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Manager, Recruiting' and the description details managing a team of recruiters, directly aligning with the target occupation.", "title": "Manager, Recruiting"}
{"job_id": "xDGi8i1Z6qbuiLIvAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Media Manager, which is distinct from a recruiter. While both roles might involve communication, they are different professions.", "title": "Media Manager"}
{"job_id": "xaBRKehCPXBHo-hvAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Human Resources Specialist, which while related to recruitment, is not the recruiter role itself. It's a broader HR function.", "title": "Human Resources Specialist"}
{"job_id": "4E1myO934vpChmrdAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Recruiter - Talent Acquisition - Full time"}
{"job_id": "H6qHLUKkPymFC0l5AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Human Resources Coordinator - Talent Acquisition (Contract)"}
{"job_id": "umZxCLrQVtmf2SkqAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Partner II"}
{"job_id": "KW8HamcXflivoxFYAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes \"Talent Recruiter\", which is a direct synonym of 'recruiter'. The opening describes a role within an organization that would logically involve recruiting talent.", "title": "Talent Recruiter - Outreach (Camden)"}
{"job_id": "8zbp9B508jI26DRzAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' specializing in dental professionals. The role focuses on recruitment activities (full-cycle), making it directly relevant to the target occupation.", "title": "Dental Recruiter - Remote"}
{"job_id": "03yGuusDt40S_-pQAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Billing Specialist, which is an accounting role. While a recruiter *might* be involved in hiring for this position, the advertised role itself is not a recruiter.", "title": "Billing Specialist - Accounting - Prominent Regional Law Firm"}
{"job_id": "7vBvn0eSPplzcF4OAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'full-cycle talent acquisition' and recruiting as core responsibilities, aligning directly with the recruiter occupation. The title also includes 'Recruitment', further solidifying its relevance.", "title": "Human Resources Recruitment & Employee Engagement Specialist"}
{"job_id": "I1YierP9y3QY8j_aAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly focuses on talent acquisition (recruitment) processes and demands expertise in reviewing recruitment. While also mentioning HR operations, a significant portion of the role is directly related to recruiting activities, making it relevant.", "title": "Remote HR Operations & Talent Systems Consultant"}
{"job_id": "YnkLFnftiRjCDMvmAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Manager"}
{"job_id": "Ui2MdnlWSqtgEa7vAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad explicitly states this is *not* a full-cycle recruiting role, but rather a sourcing position. While sourcing is a component of recruiting, the primary function described here is talent identification and pipeline building - not the complete recruitment process (screening, interviewing, of", "title": "Talent Research Specialist"}
{"job_id": "EA6Xz1JZTRdrcsMBAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Full Desk Technical Recruiter / Account Manager"}
{"job_id": "2eNsWwFSvalbPl9qAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Manager"}
{"job_id": "ZzO614BrQCKMZGzLAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Executive Recruiter', and the description details responsibilities directly related to recruiting. The person hired would be a recruiter.", "title": "Executive Recruiter"}
{"job_id": "2zZzh3EShpJHziqZAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' specializing in Dental & Healthcare. The description details full-cycle recruitment responsibilities, aligning directly with the target occupation.", "title": "Dental & Healthcare Recruiter - Remote"}
{"job_id": "EPPLu2526hGJT9mQAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Technical Recruiter\", which is a direct match for the target occupation of recruiter.", "title": "Technical Recruiter -Staff (Construction and Engineering)"}
{"job_id": "vO4Di5IrIZBztQpZAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Account Executive- IT Staffing"}
{"job_id": "MsJWAZNY-bwK7mP4AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Recruiter"}
{"job_id": "h6UKPcxiPP2nxND-AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Lead"}
{"job_id": "mbDzLBf-YiGZJ0-nAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' (specifically 'Technical Recruiter') with recruiting experience as a core requirement. The description focuses on the activities and skills of a recruiter.", "title": "Technical Recruiter"}
{"job_id": "Hf5TMAb_z4x6QcxdAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter'. The description details responsibilities directly related to recruiting (filling roles, connecting talent). While it's a 1099/commission-based role, this doesn't change the core function of being a recruiter.", "title": "1099 Direct Hire Recruiter - Skilled Roles"}
{"job_id": "qF3OB3_UJOJBtOFeAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Senior DVM Talent Acquisition Partner – Emergency"}
{"job_id": "W9IyWQT9LRhXuk6rAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Tech Recruiter', which directly matches the target occupation of 'recruiter'. The opening describes the company but doesn't negate the recruiter role.", "title": "Tech Recruiter"}
{"job_id": "Jf_eKP7-KhGCqn6JAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details recruiting responsibilities (sourcing candidates, managing submissions). While it specifies 'Event Recruiter', this is a specialization *within* the recruiter occupation, not a different role entirely. The person hired would identify ", "title": "Event Recruiter"}
{"job_id": "D749Ok5ZipV4LFg6AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "BG7MyyIhTto5xdMbAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Entry Level Recruiter | Sales Trainee"}
{"job_id": "JzdT8gNQu86ZlNmhAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes 'Recruiter', and the description details responsibilities directly related to recruiting (sourcing, building pipelines, evaluating candidates). The seniority prefix 'Sr' does not affect relevance.", "title": "Sr Sourcing Recruiter, ADC"}
{"job_id": "y6Kxok5aTaDDJeptAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes \"Recruiter\", which is the target occupation. The description further confirms this by stating Korn Ferry's focus on talent and performance - core functions of a recruiter.", "title": "Life Sciences Senior Recruiter (Hybrid-Bridgewater, NJ)"}
{"job_id": "Kn0kiAJ5dzET5EAlAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions recruiting as a core function (\"lifecycle recruiting support\"), and the title includes \"Recruiter\". While it's a combined HR Generalist/Recruiter role, the recruiting aspect is substantial enough to consider it relevant.", "title": "HR Generalist Recruiter"}
{"job_id": "vu9wd3Awv7sT8Ov5AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"IT Recruiter\" which directly matches the target occupation of recruiter. The opening describes a company providing recruitment services, further confirming this.", "title": "IT Recruiter"}
{"job_id": "mYtNgFOOdPPMm5A8AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is 'HR Generalist', while the opening mentions 'Talent Acquisition Specialist'. Although talent acquisition *includes* recruiting, this role is broader than just a recruiter position and encompasses general HR duties. The person hired would introduce themselves as an HR Generalist, ", "title": "HR Generalist"}
{"job_id": "SWwfeEhrYJgXZFNkAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an Oracle HCM *module consultant*, specifically focused on the Recruiting module within that system. This is a technical implementation/support role, not a recruiter themselves. While it deals with recruiting *software*, the person hired would identify as a consultant or implemente", "title": "Oracle HCM Recruiting Module Project Consultant"}
{"job_id": "tY4B7uMVpAz5Zd3JAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Manager"}
{"job_id": "6iwQlDJLgn09JIxpAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter', which is the target occupation. The specialization ('Technical') doesn't change the core role.", "title": "Technical Recruiter"}
{"job_id": "dtOw3V0W0dQ0m7EJAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Recruiting Coordinator', which supports recruiters but is not a recruiter role itself. It's an administrative/coordination position *within* recruiting, rather than the recruiter occupation.", "title": "Junior Federal Technical Recruiting Coordinator"}
{"job_id": "FRc6dtATbD-SPl7EAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes 'Recruiter', indicating a hiring role for that occupation. The opening clarifies the specific industry (telecommunications construction) but doesn't change the core function of recruiting.", "title": "Technical Recruiter, Senior (Telecommunications Infrastructure Construction)"}
{"job_id": "kx5e5jsn3zEVnYaXAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Technical Recruiter' and the opening describes a role focused on recruiting technical talent. This directly matches the target occupation of recruiter.", "title": "Technical Recruiter Platforms, Product & AI"}
{"job_id": "3KLeSpU8cz50nrEGAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes 'Recruiter', indicating a hiring role focused on finding candidates. The opening paragraph confirms this by stating their need to 'identify, hire, and retain exceptional talent'. While the specific focus is 'Cyber Threat Intelligence', the core function remains r", "title": "Cyber Threat Intelligence Recruiter"}
{"job_id": "fV0dJaCTsG0QuP5HAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Recruiter', and the opening describes a role focused on talent acquisition - core functions of a recruiter. The specialization ('Technical' and 'High-Volume Data Center') doesn't change the fundamental occupation.", "title": "Technical Recruiter: High-Volume Data Center Hiring"}
{"job_id": "qfXLSybOAdYDs1P2AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Recruiter', and the opening describes a role focused on identifying and attracting talent - core functions of a recruiter. The specialization ('Technical') is a valid modifier to the base occupation.", "title": "Technical Recruiter – Platforms, Product & AI"}
{"job_id": "Mz0ADVoByjuuCNADAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Tech Recruiter\" which is a direct match for the target occupation of \"recruiter\". The description details recruiting tasks like sourcing and screening candidates.", "title": "Entry-Level Tech Recruiter — Training & Career"}
{"job_id": "H5SsMGDk6qu6aFx7AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes 'Recruiter', and the opening describes responsibilities directly related to talent acquisition and hiring - core functions of a recruiter.", "title": "Technical Recruiter, Intelligence Systems"}
{"job_id": "ZuEk6DL1wzjsC07qAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly includes 'Recruiter' and the description details recruiting responsibilities. The seniority level ('Senior') does not affect relevance.", "title": "Senior Technical Recruiter, Telecom Infra Construction"}
{"job_id": "Wwa3Cc3ccSC1V2qvAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Technical Recruiter' and the opening explicitly states the role as 'Recruiter'. This directly matches the target occupation.", "title": "Technical Recruiter"}
{"job_id": "mZAaoSiSSz6YF3QEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting Specialist' and the opening describes responsibilities directly related to recruiting (sourcing, building candidate profiles, hiring plans). This clearly indicates a recruiter role.", "title": "Lead Technical Recruiting Specialist"}
{"job_id": "AozKTzPqkN8yFoLRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Technical Recruiter', which is a direct match for the target occupation of 'recruiter'. The description details responsibilities directly related to recruiting (sourcing, placements, client relationships).", "title": "Desk Technical Recruiter; DC BD Leader"}
{"job_id": "qNu3uJo1qhATm5AqAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Corporate Recruiter' and the description details responsibilities directly related to full-cycle recruiting - attracting, engaging, and hiring talent. This aligns perfectly with the target occupation of recruiter.", "title": "Corporate Recruiter"}
{"job_id": "FfVlpMHCLCw3LNQPAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title and opening explicitly mention 'Recruiter' and describe recruiting responsibilities (full life cycle recruiting, sourcing talent, building relationships). The specific focus on 'Early Talent' and methods like 'AI Sourcing' are specializations *within* the recruiter role, not a diffe", "title": "Early Talent Recruiter: Campus Pipelines & AI Sourcing"}
{"job_id": "Uokg-qS868gRrVJgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter - Technical', which directly matches the target occupation of 'recruiter'. The opening describes the company but doesn't negate the recruiter role.", "title": "Recruiter - Technical"}
{"job_id": "FTETdjZLhXuGFCa0AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title and opening explicitly describe a recruiting role focused on IT professionals. The responsibilities listed are core recruitment tasks (sourcing, interviewing, record keeping).", "title": "Recruiting- IT Recruiters"}
{"job_id": "Vrnuf9W2vXM9TkXRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter', and the opening describes a role focused on identifying and attracting talent - core functions of a recruiter. The specialization ('Technical') is a valid modifier for the base occupation.", "title": "Technical Recruiter - Platforms, Product & AI"}
{"job_id": "B9MY6C5JgaQH7_yWAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter', which is the target occupation. The description details recruiting responsibilities (full life cycle of technical recruiting, screening candidates, etc.). Seniority ('Senior') does not affect relevance.", "title": "Senior Technical Recruiter for NSA & Govt Projects"}
{"job_id": "C_lCuBypuT9WcdD1AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Technical Recruiter - Business Development and Capture"}
{"job_id": "yskeCuha7kqeeyaNAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a company *providing* recruitment services (a staffing agency), not hiring a recruiter themselves. It focuses on what 'vTech' does for clients, not a role within the company.", "title": "Recruiter"}
{"job_id": "qWVMIoilGXaLhjHaAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Recruiter\", which is the target occupation. The opening describes a company and doesn't change that fact.", "title": "Remote Technical Recruiter"}
{"job_id": "IOthlnQPjLVwxKrnAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Recruiter' and the description details recruiting responsibilities (full-cycle recruiting, sourcing, candidate engagement). The specialization ('Technical', 'VMS Focus') doesn't change the core role.", "title": "Technical Recruiter - VMS Focus"}
{"job_id": "ZS-wm3rIeWecA1PjAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Recruiter' and the description details recruitment responsibilities (sourcing, placing candidates). The seniority prefix 'Senior' does not affect relevance.", "title": "Senior Technical Recruiter - Technology Sector"}
{"job_id": "jkEyydaB1ZmZLs70AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Technical Recruiter', which is a direct synonym of 'recruiter'. The requirements and skills all point to someone performing recruiting functions.", "title": "Technical Recruiter"}
{"job_id": "F0h3Tjd45pfL8bjSAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' with technical focus, aligning directly with the target occupation.", "title": "Hybrid Federal IT Recruiter Tech Talent"}
{"job_id": "QlafAMXgO75mMPlnAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'recruiter' to manage full life cycle recruiting. The title includes 'Recruiter', further confirming relevance.", "title": "Strategic Technical Recruiter — Fast-Paced Talent Leader"}
{"job_id": "S-T-FAuLiLepg4m8AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Recruiter\" and the description details responsibilities directly related to recruiting (talent acquisition, placements). The role is explicitly a recruiter, even with the 'Senior' and 'Technical' modifiers.", "title": "Senior Technical Recruiter"}
{"job_id": "PVmng3mgnRRWT3CqAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Recruiter / Talent Acquisition Junior / Senior / Lead"}
{"job_id": "dzcDTb0yUTWMNZY7AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Technical Recruiter\" which directly matches the target occupation of \"recruiter\". The description confirms this by stating the role will support talent acquisition through sourcing, screening and coordination - core recruiter functions.", "title": "Technical Recruiter"}
{"job_id": "1ayF_mFwpW3V68J2AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Recruiter\" and the description details responsibilities directly related to recruiting (staffing, talent placement).", "title": "Full-Cycle Technical Staffing Recruiter Remote"}
{"job_id": "bZ-5EfUaEc5-IRYHAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' (and variations like 'Recruitment Consultant'). The seniority prefix 'Senior' does not affect relevance.", "title": "Senior IT Recruiter"}
{"job_id": "TyAs0NCMXYPibKqFAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Technical Recruiter\" and the opening describes a role focused on recruiting - specifically for technical positions. This directly matches the target occupation of recruiter.", "title": "Technical Recruiter Remote Opportunity 39"}
{"job_id": "uZ3V_z6bCYeH4RLhAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Technical Recruiter\" which is a direct synonym of recruiter. The description details recruiting activities (sourcing, interviewing) and aligns perfectly with the target occupation.", "title": "Tech Talent Recruiter & Onboarding Pro"}
{"job_id": "cvkQciU4Dsm0mtuvAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "yP0WtzUUstuUv4Y0AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Full Desk Technical Recruiter / Account Manager"}
{"job_id": "6qocWuJF2wIeM4OkAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Technical Recruiter', which is a specialization within the broader recruiter occupation. The description confirms this by detailing recruiting responsibilities.", "title": "Technical Recruiter"}
{"job_id": "EGfBgg4VQXGOTxJ2AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "IT/Security Talent Acquisition Specialist – Contractor (Onsite)"}
{"job_id": "WlzZeIy88uTcVS1eAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Contract Recruiter' and the opening describes a recruiting role managing full-cycle recruitment. This directly matches the target occupation.", "title": "Contract Recruiter"}
{"job_id": "KjToo86RKHumVVEjAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Technical Recruiter\", which is a direct synonym of recruiter.", "title": "Looking to change careers? - Technical Recruiter - Lacey, NJ"}
{"job_id": "VD1bLe98VaZd_oX-AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter' and the description details responsibilities directly related to recruiting (identifying candidates, sourcing talent). The specialization ('IT Recruiter') does not change the core occupation.", "title": "Recruiter"}
{"job_id": "RHqR5jOsJKSEAcHFAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Technical Recruiter', which is a specific type of recruiter. The opening paragraph confirms they are seeking someone to perform recruiting functions ('building exceptional development teams', 'understand their hiring needs').", "title": "Technical Recruiter"}
{"job_id": "nxXcPjbaLav_4PCIAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Executive Recruiter', which is a direct synonym of 'recruiter'. The opening paragraph also describes responsibilities directly related to recruiting.", "title": "Executive Recruiter"}
{"job_id": "2ZqjOcNUd1ZkZfAoAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' and describes responsibilities directly related to recruitment (finding candidates for client roles). The compensation structure ('per placement') is standard for recruiters.", "title": "Remote Recruiter | $3,000-$11,000 Per Placement"}
{"job_id": "4Xnvqe0w6TejIOdPAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title and opening explicitly mention 'Recruiter' and describe recruiting activities, directly matching the target occupation.", "title": "Tech Talent Recruiter: AI‑Driven & High-Earning Potential"}
{"job_id": "80eB9_wfa4CU5Sv2AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: sales", "title": "Entry Level Sales Trainee/Recruiter"}
{"job_id": "kyPJf_VK_TSVzcR3AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the opening describes a role focused on recruiting ('Contract Staffing Recruiter'). This directly matches the target occupation.", "title": "Sr Recruiter Associate"}
{"job_id": "u-03Zp1MJ3wUB1rmAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Technical Recruiter\" which is a direct match for the target occupation of recruiter.", "title": "Technical Recruiter - Staffing Remote 9"}
{"job_id": "Nv8nPSTICXHrLzwtAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiter - Entry Level' and the opening describes a role focused on recruitment services. The person hired would be a recruiter.", "title": "Recruiter - Entry Level"}
{"job_id": "3YyMYOeJWypGEAMiAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' specializing in healthcare roles. The requirements also focus on recruiting skills (sourcing, candidate engagement).", "title": "Healthcare Recruiter"}
{"job_id": "JLq3IzFgEndE9FZiAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title and opening both explicitly mention 'Recruiter' as the role being hired for. The seniority level ('Senior') does not affect relevance.", "title": "Job Description - Senior Technical Recruiter 46"}
{"job_id": "Pdoer4KmkmfdHD-jAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter', and the opening describes responsibilities directly related to attracting and engaging talent - core functions of a recruiter.", "title": "Principal Associate - Recruiter"}
{"job_id": "HbGP1d8aUS0qcAnpAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Technical Recruiter\" and describes full-cycle recruiting responsibilities, directly matching the target occupation.", "title": "Tech Talent Architect | Cycle Recruiter"}
{"job_id": "BvI0w4ViJk2RrYZiAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Recruiter\" and the description details recruitment responsibilities, aligning directly with the target occupation.", "title": "Junior/Mid-level Startup Recruiter"}
{"job_id": "7zPX5tjEhrjYZipZAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "xqTtEm0w0y6_GcaoAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting *Coordinator*, which supports recruiters but is not a recruiter role itself. The description focuses on administrative tasks related to recruiting rather than performing the core functions of a recruiter (sourcing, screening, interviewing, and closing candidates).", "title": "Recruiting Coordinator, Amazon University"}
{"job_id": "8ZXPEBuFxaNjWVKVAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruitment Coordinator', which is a role closely related to and often functions as part of the broader recruiter occupation. The description further details recruitment tasks.", "title": "Recruitment Coordinator"}
{"job_id": "ywcsGCrjSg6D1sU3AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting *Coordinator*, which is a supporting role to recruiters, not a recruiter themselves. The tasks described are supportive in nature (coordination of events, outreach assistance) rather than the core functions of sourcing, screening, and hiring that define a recruiter.", "title": "Recruiting Coordinator"}
{"job_id": "lxz_E04raCzjosznAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting Coordinator role, which is a support function *within* recruiting but not the recruiter occupation itself. The opening focuses on the company's mission and doesn't describe recruitment responsibilities.", "title": "Recruiting Coordinator"}
{"job_id": "aETsXAm2shDBb5gwAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a direct synonym of 'recruiter'. The opening confirms this.", "title": "Recruiting Coordinator (Fixed Term)"}
{"job_id": "oynSQNAcqEf41D9-AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting Coordinator', which is a role directly involved in recruitment activities and supports recruiters. The description further confirms this by detailing responsibilities related to interview scheduling and candidate experience - core functions of a recruiter or rec", "title": "Recruiting Coordinator: Candidate Experience & Scheduling"}
{"job_id": "vETPcIQ43GUjoaxxAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting', which is a direct synonym of the target occupation 'recruiter'. The opening describes responsibilities related to bringing people into the organization, further supporting this conclusion.", "title": "Recruiting and Onboarding Coordinator (Job ID: 2024-3356)"}
{"job_id": "k_AKrpBwe86vETQtAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting *Coordinator*, which is a supporting role to recruiters but not a recruiter themselves. It's an administrative/coordination position within recruitment, not the recruiting role itself.", "title": "Recruiting Coordinator"}
{"job_id": "EvczuOkMimDJwkFIAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting Coordinator', which is a common role within recruitment and directly related to the target occupation of recruiter. The description further confirms this by detailing responsibilities supporting recruitment and onboarding processes.", "title": "Job Description - Recruiting Coordinator"}
{"job_id": "FeXcSceTeSgHCv_hAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common entry-level role *within* the recruiter occupation family. The description confirms this by stating it supports the recruiting function.", "title": "Recruiting Coordinator"}
{"job_id": "1XJy6Nyvo6mt6Sf6AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions recruiting and is for a 'Recruiting Coordinator' role, which is directly related to the target occupation of recruiter.", "title": "Recruiting Coordinator | Careers In Nonprofits | Handshake"}
{"job_id": "597KWJGD2qFU_mfDAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Legal Recruitment Coordinator', which directly includes the target occupation 'recruiter'. The description further details recruiting responsibilities.", "title": "Legal Recruitment Coordinator"}
{"job_id": "EX6E1lFA0xJQigb-AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting Coordinator', which is a role directly involved in the recruitment process and closely related to a recruiter position. The description further confirms this by detailing responsibilities supporting the recruitment lifecycle.", "title": "Recruiting Coordinator- Western US"}
{"job_id": "louRD055HmBTX4VhAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Legal Talent Coordinator', which is an administrative role *supporting* talent management within a legal context. It is not a recruiter role itself. While it deals with 'talent', the function is coordination and administration, not sourcing or hiring.", "title": "Legal Talent Coordinator"}
{"job_id": "zAT9haXY6vbI3HCJAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a direct synonym of 'recruiter'. The opening confirms this by stating they are looking for someone to assist with recruitment efforts.", "title": "Recruiting Coordinator"}
{"job_id": "vs7FR3szJpKgRzv2AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a role within the recruiter occupation family. The opening confirms this by stating they are looking for someone to join their recruiting team.", "title": "Recruiting Coordinator"}
{"job_id": "aXDgbExplVi9vJ4HAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting *Coordinator*, which supports recruiters but is not a recruiter role itself. It's an administrative/support function within recruiting.", "title": "Recruiting Coordinator"}
{"job_id": "JhgbuwdGba2A74pgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common role within recruiting teams and directly supports the function of recruiters. While it's a coordinating *role*, it falls under the broader umbrella of recruitment and someone in this position would be closely involved with the recruite", "title": "Recruiting Coordinator"}
{"job_id": "8fhkM15GDLLJTCJoAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common entry-level role *within* the recruiter occupation family. The description confirms this by detailing tasks directly related to recruitment and talent acquisition.", "title": "Recruiting Coordinator"}
{"job_id": "hA1Tu-F0v-KZPFMAAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common entry-level role *within* the recruiter occupation family. The description details responsibilities directly related to full recruitment cycles and candidate selection - core functions of a recruiter.", "title": "Recruiting Coordinator"}
{"job_id": "GWD5_W1QXw3ZNueaAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Recruiting Coordinator\", which is a direct synonym of recruiter. The opening further confirms this by mentioning recruiting activities.", "title": "Recruiting Coordinator"}
{"job_id": "bI0tGs8YvNBcEWOEAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting *Coordinator*, which is a supporting role to recruiters, not a recruiter themselves. The tasks described are supportive in nature (coordination of events, candidate communication) rather than the core functions of sourcing, screening, and hiring that define a recruiter", "title": "Recruiting Coordinator"}
{"job_id": "zUxtVFf4odfygZ78AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a *coordinator* role supporting recruiters, not a recruiter themselves. The responsibilities are administrative and supportive in nature, rather than directly conducting recruitment activities.", "title": "Recruiting Coordinator"}
{"job_id": "tgKgILxaU6eA5jXxAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Manager, Recruiting' and the description focuses on leading a team of recruiters, managing recruiting strategy, and candidate care - all core functions of a recruiter. The role directly involves performing recruitment activities and managing those who do, making it highly releva", "title": "Manager, Recruiting"}
{"job_id": "5uLgNsrU7t6Cm-dFAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator' which is a role within recruitment, and the description details tasks directly supporting recruiters and the recruiting process. This aligns with the target occupation of recruiter.", "title": "Recruiting Coordinator - Technician Hiring"}
{"job_id": "GIrzqEA9BHrCQxPxAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Recruitment Coordinator', which is a supporting role *to* recruiters, not a recruiter themselves. The description focuses on coordination and support tasks rather than the core functions of sourcing, assessing, and hiring candidates that define a recruiter.", "title": "Recruitment Coordinator"}
{"job_id": "IdeI03dtqthlOfsgAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an Academic Advisor & Recruitment Coordinator. While it contains 'Recruitment' in the title, the primary function of this role is academic advising - not recruiting as a core responsibility. The person hired would introduce themselves as an advisor, not a recruiter.", "title": "Academic Advisor & Recruitment Coordinator"}
{"job_id": "3LRJ7E9kwUe2uSKEAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Sports Business Development professional focused on identifying new business opportunities, not a recruiter. While recruiting *is* mentioned in the title (Lacrosse Recruiting Coordinator), the description focuses on business development and doesn't describe recruitment as the pri", "title": "Academy Lacrosse Recruiting Coordinator (2901)"}
{"job_id": "BNSH8fz09gcCsD3eAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on placement assistance within a federally funded program (JLD), collaborating with financial aid. While it involves connecting students with jobs, the primary function is program oversight and student support *within* that specific grant-funded initiative, not general recruitment", "title": "Job Development Recruitment Specialist, Career & Internship Center, 30 hours per week, grant-funded"}
{"job_id": "-NVs04CKWsVLWJzlAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a coordinator *supporting* physician recruitment, not a recruiter themselves. The role focuses on administrative tasks and data management within the recruitment process, rather than conducting the actual recruiting activities.", "title": "Physician Recruitment Coordinator"}
{"job_id": "K0VsYPm2dwSa6yhiAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a recruiting *manager* specifically focused on lateral attorneys. While it involves recruitment, the role's focus is managing attorney recruitment, not functioning as a general recruiter. It's a specialized role within recruitment, but doesn't match the target occupation of 'recrui", "title": "Lateral Attorney Recruiting Manager"}
{"job_id": "sJiuhBqH3Ae_OIK2AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Recruiter' specializing in legal roles. The responsibilities align directly with those of a recruiter (sourcing, screening, offer management). While it specifies 'Legal Recruiter', this is a specialization *within* the broader recruiter occupation.", "title": "Legal Recruiter"}
{"job_id": "AzG2I4zClCT3nfGnAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator' which is a type of recruiter. The description confirms this by stating they will be part of the recruiting team and involved in identifying/attracting talent.", "title": "Recruiting Coordinator- Campus"}
{"job_id": "6uQnVhPDHwlujw8qAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title and opening explicitly describe a 'Recruitment Specialist' role, which directly matches the target occupation.", "title": "Recruitment Specialist - Building Industry"}
{"job_id": "eCZ61XAY8E8vqBNdAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting *Coordinator*, which is a support role to recruiters but not a recruiter themselves. It's an administrative/coordination position within HR, focused on onboarding rather than the core function of recruiting (identifying, attracting, and hiring candidates).", "title": "Recruiting Coordinator - Winter 26.27"}
{"job_id": "fUyL485o--7fVs8eAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly states they are looking for \"Recruiters\" and the description focuses on recruiting activities.", "title": "Entry Level Recruiter"}
{"job_id": "XbZAwzJ3TssdEThPAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Operations Specialist"}
{"job_id": "-aKQ18H8A9Sn7HbZAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Legal Recruiting Manager', which directly includes the target occupation ('recruiter') along with a specialization. The description confirms this role focuses on recruiting activities.", "title": "Legal Recruiting Manager"}
{"job_id": "0qQ1kVHGiEt4ERIuAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist with Security Clearance"}
{"job_id": "ZMeKo7EBxoEqk3JGAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details recruiting responsibilities ('helping them find their calling'). While it also mentions support coordination, the core function advertised aligns directly with the target occupation.", "title": "Seasonal HR Associate | Recruiter and Support Coordinator | Windsor Mill, MD"}
{"job_id": "Cx_jIygW8X7GE842AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Specialist', which is a direct synonym of 'recruiter'. The description details recruitment responsibilities (identifying, attracting, and hiring talent), confirming this is a recruiter role.", "title": "Recruiting Specialist"}
{"job_id": "jqD5bP8nXKYZi_adAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad describes responsibilities directly related to recruiting: matching talent to client needs, maintaining a pool of talent, and managing placed talent. The title 'Talent Solution Manager' is a modern variation of the recruiter role, focusing on providing solutions around talent acquisition.", "title": "Talent Solution Manager"}
{"job_id": "sx2rWP6AyTK4KN9kAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common role within recruitment and closely related to the target occupation of 'recruiter'. The description confirms this by stating the role manages all local staff recruitment and hiring.", "title": "Recruiting Coordinator"}
{"job_id": "F8fjcdYZDF0YsZcGAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting Coordinator, which is a support role *within* recruiting but not the recruiter occupation itself. It's an administrative/coordination position related to recruitment, not someone who performs the core functions of a recruiter.", "title": "Recruiting Coordinator - (In office, Richmond, VA)"}
{"job_id": "i1BFO9PnhQ0sHSCiAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Coordinator"}
{"job_id": "JS1a9Tp4JhPMESyhAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title includes 'Recruiting Assistant', which suggests some relevance. However, the opening paragraph describes a data analytics and marketing consultancy with no mention of recruitment activities or responsibilities. The description focuses entirely on the company's business and growth, n", "title": "HR/Recruiting Assistant"}
{"job_id": "hEKwrO-k2JIFQ6qVAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Specialist"}
{"job_id": "oZr8wLO1aDv-8RfDAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruitment' and the description focuses on recruiting activities (attracting, recruiting talent), making it a recruiter role. The seniority level ('Sr Manager') doesn't affect relevance.", "title": "Sr Manager, Agent Recruitment"}
{"job_id": "RzJ0InO-ckPDoIhRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Junior Recruiter\" which directly matches the target occupation of recruiter. The opening paragraph also confirms this by stating they are looking for a \"talented junior recruiter.\"", "title": "Junior Recruiter - (Onsite 2 days a week in Herndon, VA)"}
{"job_id": "nY0O-_Z5igA4Y2W9AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a role focused on membership *recruitment* for an organization (Girl Scouts), but the primary function is marketing and direct outreach to gain members - it's not recruiting in the sense of sourcing/screening/hiring candidates for jobs. The person hired would identify as a Membe", "title": "Membership Recruitment Coordinator"}
{"job_id": "WfD1SXUdNmzGnuKwAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'University Recruiter' which is a specific type of recruiter. The description details recruiting responsibilities (sourcing, screening, evaluating candidates), confirming this is a recruiter role.", "title": "University Recruiter (Remote)"}
{"job_id": "5jeBmt_EpXbyKaJmAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting Coordinator, which is a support role *within* recruiting but not a recruiter themselves. The opening describes the company's business and does not indicate that the role involves performing recruitment activities.", "title": "Recruiting Coordinator - (In office, Richmond, VA)"}
{"job_id": "puY87mC1A45lWbmUAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is 'HR Administration Coordinator', while the opening mentions 'HR Workforce Coordinator'. Although recruiting is *a* responsibility, the primary focus appears to be broader HR administration and workforce support, not specifically recruitment. The person hired would likely introduc", "title": "HR Administration Coordinator"}
{"job_id": "ibfs212-NI6VhDCOAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting *Coordinator*, which is a supporting role to recruiters/recruiting teams but not a recruiter themselves. The description details administrative and organizational tasks within recruiting, rather than the act of sourcing, interviewing, and hiring candidates.", "title": "Recruiting Coordinator"}
{"job_id": "hdWJdHXpiiVduEsZAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common entry-level role *within* the recruiter occupation family. The opening confirms this by stating they are looking for someone to support the recruiting department.", "title": "Recruiting Coordinator"}
{"job_id": "0PXNtI7x4dLAZ1f4AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting *Coordinator*, which is a supporting role to recruiters but not a recruiter themselves. The tasks described are administrative and scheduling focused, rather than sourcing, interviewing, or closing candidates - the core functions of a recruiter.", "title": "Recruiting Coordinator"}
{"job_id": "3_3D22SupwnTYjoHAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common entry-level role *within* the recruiter occupation family. The description details tasks directly related to supporting recruitment efforts (scheduling interviews, resume screening, candidate communication).", "title": "Recruiting Coordinator - (In office, Richmond, VA)"}
{"job_id": "iFZ4KlLXVU6OEXRJAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiter' and the description details recruiting responsibilities ('helping them find their calling'). While it also mentions support coordination, the primary function advertised is recruitment.", "title": "Seasonal HR Associate | Recruiter and Support Coordinator | Windsor Mill, MD"}
{"job_id": "QCABL7x6ZCw1ePtxAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a direct synonym of recruiter. The description confirms this by detailing recruitment tasks.", "title": "Recruiting Coordinator - SEASONAL"}
{"job_id": "iALY6DWoGBIFuE2QAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly focuses on recruiting (school bus drivers), which is a core function of a recruiter. While specific to school bus drivers, the 'Recruiting Coordinator' title and major functions directly align with the target occupation.", "title": "Transportation Department - Unclassified School Bus Training & Recruiting Coordinator"}
{"job_id": "KtS-1lRV8FyglDYIAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting Coordinator', which is a direct synonym for recruiter. The description confirms this by stating the position supports the Attorney Recruiting Manager and focuses on recruiting activities.", "title": "Attorney Recruiting Coordinator at Morgan, Lewis & Bockius LLP Philadelphia, PA"}
{"job_id": "wnEvg-B7tPkb4pWvAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Recruiter\" and the description explicitly states \"Human Resource Recruiter\". This directly matches the target occupation.", "title": "Recruiting Coordinator at NATIONAL CENTER ON INSTITUTIONS AND Baltimore, MD"}
{"job_id": "eU8gFv8343MXMdISAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common role within recruitment and closely related to a recruiter position. The description details responsibilities directly aligned with managing the full lifecycle of recruitment - sourcing, tracking applicants, etc. This indicates they wou", "title": "Recruiting Coordinator"}
{"job_id": "UHyv0kc5w73UWdfJAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: instructor", "title": "Assistant Baseball Coach and Recruiting Coordinator"}
{"job_id": "JPHmDG1aZ1aQrqcKAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Recruitment Coordinator', which is a supporting role *to* recruiters, not a recruiter themselves. The person hired would introduce themself as a coordinator, not a recruiter.", "title": "Recruitment Coordinator, School of Continuing and Professional Studies"}
{"job_id": "pZ0VBrBBJL72w5i2AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on community engagement and membership growth, specifically for Girl Scouts. While recruiting is *part* of the role (increasing membership), the primary function isn't pure recruitment; it's broader marketing and outreach within a specific organization. The person hired would iden", "title": "Community Engagement Specialist"}
{"job_id": "18tthYEEsyMCzQjOAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Talent Search Advisor' which, based on the provided context, appears to be an education support role focused on identifying potential students (talent) rather than recruiting employees. This does not align with the target occupation of recruiter.", "title": "Talent Search Advisor"}
{"job_id": "TVa9uLjMCu52S0JfAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common entry-level role *within* the recruiter occupation family. The description further confirms this by mentioning recruiting tasks and building teams.", "title": "Recruiting Coordinator"}
{"job_id": "HJN5F0dHwDwpnmAwAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting Coordinator, which is a supporting role *to* recruiters, not a recruiter themselves. It does not describe a role where the person hired would identify as a 'recruiter'.", "title": "Recruiting Coordinator"}
{"job_id": "wXDZs0n6ZERv4dl0AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting Coordinator', which is a direct synonym of 'recruiter'. The opening confirms this by stating the role manages the full life cycle recruiting process.", "title": "HR & Recruiting Coordinator — In-Office, Full-Time"}
{"job_id": "c-tTfZFxrhAMk30xAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting Coordinator', which is a direct synonym of recruiter. The description details tasks directly related to recruitment (sourcing, screening, coordinating interviews).", "title": "Recruiting Coordinator - SEASONAL"}
{"job_id": "6VqNkpQbBABbbzxPAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting Coordinator', which is a direct synonym of recruiter. The description further confirms this by stating the role works closely with recruiters and manages recruiting activities.", "title": "Recruiting Coordinator (Arlington)"}
{"job_id": "COvDVLoWtwyObj00AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruitment Coordinator', which is a direct synonym for recruiter. The description details tasks directly related to the recruitment lifecycle.", "title": "Onsite Recruitment Coordinator for Executive Hiring"}
{"job_id": "4YWJ8y0huUiqfJOcAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Recruitment Coordinator', which is a supporting role *to* recruiters, not a recruiter themselves. While related to recruitment, it does not represent the target occupation.", "title": "Recruitment Coordinator"}
{"job_id": "9LkQk0G9v_ahEpAoAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Recruitment- Talent Acquisition"}
{"job_id": "jQXowFY5V13mJ-RLAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Recruiting Coordinator\", which is a direct synonym of recruiter.", "title": "Recruiting Coordinator at Viewline Ventures Philadelphia, PA"}
{"job_id": "x28d5yGd-p6yjaXFAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Coordinator"}
{"job_id": "SeAYm0ULtRQHFUugAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruiting Coordinator', which is a direct synonym/subset of 'recruiter'. The description details tasks directly related to supporting the recruitment process.", "title": "Recruiting Coordinator - Contractor"}
{"job_id": "qvG7uOEXPExse2dEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions recruiting as a major function and includes 'Recruiting Coordinator' in the title. While focused on school bus drivers specifically, the core activity is recruitment, making it directly relevant to the target occupation of recruiter.", "title": "Transportation Department - Unclassified School Bus Training & Recruiting Coordinator"}
{"job_id": "xa1povVaDNYCh9pQAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: recruiter", "title": "Talent Acquisition Coordinator"}
{"job_id": "o7S21aSUnOImnfgpAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Human Resources Coordinator, which while related to recruitment, is not the recruiter role itself. The core function described focuses on broader HR operations and employee lifecycle support, rather than specifically sourcing, interviewing, and hiring candidates.", "title": "Human Resources Coordinator"}
{"job_id": "gMMlI5HnchmzE9mOAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Recruiting Coordinator', which is a common entry-level role within the recruiter family. The description further confirms this by mentioning the 'Talent Acquisition team' and recruiting tasks.", "title": "Recruiting Coordinator"}
{"job_id": "8_PH70pDHdHSgZSkAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Recruiting *Coordinator*, which is an administrative support role *for* recruiters, not a recruiter themselves. It's a different role family.", "title": "Recruiting Coordinator"}
{"job_id": "kOshoPZAGqqCkvt5AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Recruiting\" and the description explicitly states it's a role within Talent Acquisition/recruitment. The responsibilities will involve recruitment tasks.", "title": "Junior Recruiting & Administrative Coordinator"}
{"job_id": "saAT5A2Qy8zbR2vZAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes 'Recruitment Manager', which is a direct synonym of 'recruiter'. The opening describes recruitment activities, further confirming relevance.", "title": "National Recruitment Manager Trainee"}