skillfactor-pipeline/data/gated/billing-clerk.jsonl

{"job_id": "2u-JJfI44Mt2fxmPAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions billing and invoice preparation, which are core responsibilities of a Billing Clerk as defined in the ESCO definition. The description aligns directly with the target occupation's tasks.", "title": "Billing Clerk"}
{"job_id": "I9fuKQfV6PMxxEMwAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' and the responsibilities listed (editing bills, finalizing bills, preparing invoices) align directly with the ESCO definition of billing clerks creating invoices and customer statements.", "title": "Billing Clerk"}
{"job_id": "R8fzkfrN_RxdIOVqAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' in the title and focuses on tasks directly related to billing (processing invoices, payments, billing records, account reconciliations). The description aligns closely with the ESCO definition of a Billing clerk.", "title": "Part-time Admin/Billing Clerk"}
{"job_id": "6OLtb_NlbHke-QKXAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"billing clerk\" in the title and focuses on billing-related tasks like processing purchases and reconciling accounting schedules. While it also includes \"title clerk\", the primary function described aligns with the target occupation's definition of creating invoices an", "title": "Automotive billing clerk & Title Clerk"}
{"job_id": "g6DU-idrVfxVKQYgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' in the title, and the description focuses on entering charges and patient information which aligns with creating invoices and updating customer files as described in the ESCO definition.", "title": "Medical Billing Clerk"}
{"job_id": "N2AgZk8n6VaJoH0TAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions billing functions (creating invoices, managing billing cycles), which aligns directly with the ESCO definition of a Billing Clerk. The description of tasks like processing bills, maintaining billing logs, and preparing lien waivers are core responsibilities of this rol", "title": "Billing Clerk"}
{"job_id": "KyvV-YRANu6VOUmaAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Billing Clerk', which is a direct match for the target occupation. The description also mentions handling accounts and documents, aligning with the ESCO definition of creating invoices and statements.", "title": "Billing Clerk"}
{"job_id": "UP5XTHMRqNW5P7-TAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a store employee role that *includes* billing clerk duties as one of many responsibilities (merchandising, inventory). The primary function is not billing; it's retail work. A person hired for this position would identify as a 'store employee', not a 'billing clerk'.", "title": "Billing Clerk"}
{"job_id": "LrVExwC17ovfvs2_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad focuses on billing tasks - charge entry, claims preparation, resolving billing discrepancies, and ensuring reimbursement - which aligns directly with the ESCO definition of a Billing Clerk (creating invoices/statements and updating customer files). While it mentions registration duties, t", "title": "Billing Charge Entry Clerk"}
{"job_id": "e_bTQQoqxeQeD7TGAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' in the title and focuses on tasks directly related to billing (finalizing invoices, collecting payments), aligning with the ESCO definition. The customer service aspect is secondary and doesn't overshadow the core billing responsibilities.", "title": "Billing Clerk/Customer Service"}
{"job_id": "tezaBUVDNOysodo2AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly includes 'Billing Clerk' in the title and opening. While it also mentions 'Data Entry', billing clerk is a primary role being advertised.", "title": "Data Entry/ Billing Clerk"}
{"job_id": "OOC8J7mBirjlR_kcAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Billing Clerk\" and describes duties directly aligned with the ESCO definition (billing, Accounts Receivable tasks). The use of 'Accounts Receivable' is a synonym for billing clerk as per the provided list.", "title": "Billing Clerk"}
{"job_id": "egDDzl6-OCEC_jOuAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Accounting Administrator\" which is a direct synonym of billing clerk/accounting officer/financial administration clerk as per the provided list. The description will likely detail tasks related to invoicing and financial record keeping.", "title": "Accounting Clerk"}
{"job_id": "WypuxEkNd0TEFC-OAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Billing Clerk', which is a direct match for the target occupation. The opening paragraph does not introduce contradictory information; it simply describes the company.", "title": "Billing Clerk"}
{"job_id": "JSMa-wCg_RJvU7xRAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job description focuses on general office assistance ('handling office tasks, providing polite and professional assistance via phone and e-mail') rather than core billing clerk duties like creating invoices or managing customer statements. The single responsibility mentioned ('Documents detailed", "title": "Billing Clerk"}
{"job_id": "iO0IAuNK7-k34nfEAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a store employee role with billing clerk as *one* of many responsibilities (merchandising, inventory). The primary function is not billing; it's retail work. A person hired for this position would identify as a 'store employee', not a 'billing clerk'.", "title": "Billing Clerk"}
{"job_id": "XV-H9ad9s75jWXZ9AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' in the title and describes responsibilities directly aligned with the ESCO definition (invoice preparation, payment application, maintaining records). While it also includes Accounts Receivable/Payable duties, billing is a core function. The person hire", "title": "Billing Clerk"}
{"job_id": "0P9z0UGjeuKNmcdXAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Billing Clerk\" which is the target occupation. The description details tasks directly related to billing (E-Billing appeals, payment discrepancies, smooth billing operations), aligning with the ESCO definition of creating invoices and statements.", "title": "Remote Legal Billing Clerk: Growth Path"}
{"job_id": "WnRZdz4T8hRBeDHsAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Billing Clerk', which is a direct match for the target occupation. The opening paragraph does not contradict this; it's standard introductory text about the company culture.", "title": "Billing Clerk, Long Term Care - Full Time"}
{"job_id": "B7pfvfrDAVRkXOtjAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Billing Clerk and describes duties (preparing & processing billing statements, invoicing, payment tracking) that directly align with the ESCO definition of a Billing clerk.", "title": "Billing Clerk"}
{"job_id": "wT_pGcOzU78Unxj4AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Billing Clerk\", which is a direct match for the target occupation. The opening describes the company but doesn't negate the billing function implied by the title.", "title": "Transportation Billing Clerk"}
{"job_id": "ZILPvH86-kK7USx4AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' and the description focuses on tasks directly related to billing (processing sales files for invoicing), aligning with the ESCO definition of creating invoices and customer statements.", "title": "Billing Clerk"}
{"job_id": "qL7R2WL9VZXB_O7wAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' in both the title and opening summary, aligning directly with the target occupation and its synonyms. The description details tasks related to billing processes (creating invoices, statements), which are core responsibilities of a Billing Clerk as defin", "title": "Billing/Accounting Clerk"}
{"job_id": "w1nOGewfpn6LIJWOAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' and the listed duties (finalizing invoices, processing billing issues) align directly with the ESCO definition of a Billing clerk: creating invoices and customer statements.", "title": "Billing Clerk"}
{"job_id": "-BwnZbFq0xhN_5fdAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly lists \"Billing Clerk\" in the title and describes billing tasks (invoices, statements) within the responsibilities, even though it's combined with an Administrative Assistant role. The core function of a Billing Clerk is present.", "title": "Billing Clerk / Administrative Assistant"}
{"job_id": "-lekGj5yqibn04xVAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Accounts Receivable Clerk', which is a direct synonym of 'billing clerk' as per the provided list. The opening paragraph details responsibilities directly related to billing and receivables management, aligning with the ESCO definition.", "title": "Accounts Receivable Clerk"}
{"job_id": "UIYmHvCqYDX9ZYSTAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' in the title and describes billing-related tasks ('Calling and emailing customers for payment', which is related to collecting on invoices). The description of collection activities aligns with a portion of the billing clerk role (following up on paymen", "title": "Collection / Billing Clerk"}
{"job_id": "gOh3WhKt5yt87rG-AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' and the description focuses on tasks directly related to billing (processing invoices, maintaining records). This aligns perfectly with the ESCO definition of a Billing clerk.", "title": "Billing Clerk"}
{"job_id": "8ag68pHdSG-IzAV4AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an Accounting and Brokerage Operations Manager, which is a management role, not a billing clerk. While billing/invoicing may be *part* of the manager's responsibilities, the primary function isn't performing those tasks directly; it's overseeing operations. The opening paragraph fo", "title": "Billing and Invoicing Clerk"}
{"job_id": "_WEI2eqsZRCGbkM8AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions invoicing as a primary duty, which aligns directly with the ESCO definition of a Billing Clerk (creating invoices). The description also includes tasks like data management and customer support related to billing, further solidifying its relevance.", "title": "Billing Clerk"}
{"job_id": "YGRaXIN4f-JqqAguAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' in the title and focuses on billing processes (calculating charges, processing payments, creating customer statements via invoices), aligning directly with the ESCO definition of a Billing clerk. The specialization to sewage services doesn't change the ", "title": "Sewage Billing Clerk"}
{"job_id": "tFE4U7BmpF_GOv8pAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a store employee role that *includes* billing clerk duties as one of many responsibilities (merchandising, inventory). The primary function is not billing; it's general retail work. A person hired for this position would identify as a 'store employee', not a 'billing clerk'.", "title": "Billing Clerk"}
{"job_id": "wcT282k0g4YB7kCyAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions invoicing, accounts receivable, and payment processing - all core responsibilities of a billing clerk as defined in the ESCO definition. The tasks described align directly with creating invoices, statements, updating customer files (through AR monitoring), and handling", "title": "Part Time Billing Clerk"}
{"job_id": "Rof2Yc5pYWOIcq2rAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Billing Clerk I', which is a direct match for the target occupation. The opening does not introduce contradictory information.", "title": "Billing Clerk I"}
{"job_id": "fxF95rgbQmN18KjTAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' and the description details tasks directly aligned with the ESCO definition: preparing invoices, managing accounts receivable, and handling billing inquiries. This aligns perfectly with the target occupation.", "title": "Billing Clerk"}
{"job_id": "VAMlw-DBISHb3aQQAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Billing Clerk', which is a direct match for the target occupation. The opening paragraph confirms this by stating that 'Billing Clerks support operational efficiency' and outlining responsibilities related to billing processes.", "title": "Billing Clerk"}
{"job_id": "dCOBJjmVjJBIT5WwAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a store employee role that *includes* billing clerk duties as one of many responsibilities (merchandising, inventory). The primary function is not billing; it's retail work. A person hired for this position would identify as a 'store employee', not a 'billing clerk'.", "title": "Billing Clerk"}
{"job_id": "AUoRwg4_ntbYO5ZnAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' which is the target occupation. The description details tasks aligning with the ESCO definition (billing processes, paperwork). While automotive experience is *required*, it specifies a specialization within the billing clerk role, not a different role a", "title": "Automotive Billing Clerk"}
{"job_id": "vuoOkBeiwT1q-NvqAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' in the title and focuses on tasks directly related to creating invoices and maintaining billing files, aligning perfectly with the ESCO definition of a Billing clerk.", "title": "Accounting & Billing Clerk"}
{"job_id": "y-uISZcLfaZ8xScpAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' in both the title and opening lines, and describes duties directly related to creating claims/invoices for payment - which aligns with the ESCO definition of a billing clerk.", "title": "CAH - BILLING CLERK"}
{"job_id": "Yrmi7-Bairt3UodIAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a store employee role that *includes* billing clerk duties as one of many responsibilities (merchandising, inventory). The primary function is not billing; it's retail work. A person hired for this position would identify as a 'store employee', not a 'billing clerk'.", "title": "Billing Clerk"}
{"job_id": "EQW1uRYQ52eDyR9eAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on accounts payable (processing vendor invoices and payments), which is a related but distinct function from billing (creating customer invoices and statements). While both involve financial transactions, they operate on opposite sides of the ledger. The ESCO definition explicitly", "title": "Billing Clerk"}
{"job_id": "r2A02Eq2k5cYTEY4AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk', which is the target occupation. The description details tasks directly related to billing processes (billing process, deposits), aligning with the ESCO definition of creating invoices and statements.", "title": "Billing Clerk"}
{"job_id": "jLqeDn_NAn6UYLiNAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Accounting Clerk', which is a direct synonym of 'billing clerk' as per the provided list of also known as titles. The opening paragraph further describes accounting tasks and financial record maintenance, aligning with the ESCO definition of a billing clerk.", "title": "Accounting Clerk - Full Time"}
{"job_id": "cI2ZN8Rayyk6aivmAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' and the description focuses on core billing tasks like managing the billing process, invoicing, and payments - all directly aligning with the ESCO definition.", "title": "Billing Clerk"}
{"job_id": "if4AVRhix0GZwDQEAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Billing Clerk\" which is the target occupation. The description details tasks aligning with the ESCO definition (invoices, customer statements).", "title": "Billing Clerk"}
{"job_id": "vvdzSYiEss_E20qpAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' and describes duties (invoicing, processing bills) that align directly with the ESCO definition of a billing clerk. The mention of solicitor accounts rules is specific to a context but doesn't change the core function.", "title": "Billing Clerk"}
{"job_id": "q3I-xKsf_NUtMCvVAAAAAA==", "relevant": false, "stage": "llm", "reason": "While billing is mentioned in the title and opening, the description focuses heavily on credit control, cash allocation, reconciliations, and investigations - tasks beyond the ESCO definition of a billing clerk. The role is described as *not* being traditional credit control but also not primarily f", "title": "Credit & Billing Assistant"}
{"job_id": "FsdsnS3yaLOCfIbsAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions preparing invoices, which is a core responsibility of billing clerks as defined in the ESCO definition. The title matches the target occupation exactly.", "title": "Billing Clerk"}
{"job_id": "fy8kfZFV28Iyf_1eAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' and describes responsibilities (managing billing process, generating invoices, maintaining financial records) that directly align with the ESCO definition of a Billing clerk.", "title": "Billing Specialist - temp to Perm - Hybrid"}
{"job_id": "hh87IA5KLmQgUuzhAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'invoice clerk' which is a direct synonym of billing clerk according to the provided definitions. The description details tasks like handling invoices, aligning with the ESCO definition of creating and issuing invoices.", "title": "Front Desk & Billing Clerk – Law Firm; On-site"}
{"job_id": "y3hJTfoCG6-jrGopAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Billing Clerk\" which matches the target occupation. The opening describes a \"Billing Assistant\", which is a direct synonym of billing clerk and falls within the same role family.", "title": "Billing Clerk"}
{"job_id": "shwAD2nSySVAPgseAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk', which is the target occupation. The description details tasks directly related to billing (creating invoices, statements), aligning with the ESCO definition.", "title": "Billing Clerk"}
{"job_id": "FJIMulw_O0CxziP7AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Billing Clerk' multiple times and describes duties (managing billing process, generating invoices, maintaining financial records) that directly align with the ESCO definition of a Billing clerk. The title 'Billing Coordinator' is close enough to be considered a synony", "title": "Billing Coordinator"}
{"job_id": "miEgOpbVUL312ff_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Billing/Receivable Clerk\", which is a direct synonym of \"billing clerk\" as per the provided definitions. The description focuses on billing and receivable functions aligning with the ESCO definition.", "title": "Automotive Billing Clerk"}
{"job_id": "2iVpLopJ3l6wULnAAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'billing' in both the title and skills section, aligning directly with the ESCO definition of a billing clerk. The description focuses on tasks related to billing and accounting, further confirming its relevance.", "title": "Contract Billing Clerk (Excel & Accounting)"}
{"job_id": "jjapGWUhrrgCZVqUAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad explicitly combines Billing Clerk duties with Payroll responsibilities. While billing tasks are present, the primary focus appears to be payroll for drivers, making it a dual role rather than solely a billing clerk position. The opening sentence and bullet points heavily emphasize payroll", "title": "Billing Clerk/ Payroll"}
{"job_id": "V5lm9_AhAmW0EQNGAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'billing' as a core responsibility ('performing ... billing for utilities') and focuses on maintaining/processing billing records. The title includes 'Billing Clerk', directly matching the target occupation. While it also involves cashiering and customer service, the p", "title": "Utility Billing Clerk"}
{"job_id": "tsW6fG49a-J8sH1qAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Billing Clerk' and the description details tasks directly aligned with the ESCO definition: creating invoices, managing customer statements, and updating records within an accounting process. The focus is on billing activities themselves, not a related but distinct rol", "title": "Billing Clerk"}
{"job_id": "wp20frGZxTVxEYtkAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Billing Clerk\". While the opening mentions \"Accounting Clerk\", the title takes precedence according to the rules. Both roles are direct synonyms as per the provided list of also known as titles.", "title": "Billing Clerk"}
{"job_id": "gOY98YodX3mh7FjMAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions creating invoices, which is a core responsibility of billing clerks according to the ESCO definition. The description focuses on billing operations and related tasks like processing payments and filing invoices, aligning directly with the target occupation.", "title": "Billing Clerk - Full Time"}
{"job_id": "cN1PLo-nCRqk4JgKAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Medical Billing Clerk\" which is a specialization within the broader billing clerk role. The description focuses on tasks directly related to billing (invoices, customer statements) even while also mentioning customer service aspects.", "title": "Customer Service - Medical Billing Clerk"}
{"job_id": "-PDDATYbGNCwlp1gAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a denial management clerk role focused on investigating denied claims, which is distinct from creating invoices and statements (the core duties of a billing clerk). While it involves financial data, the primary function isn't billing or invoice processing. The mentioned applicat", "title": "Billing Clerk - Remote"}
{"job_id": "SIuSWLLsGaTF1irkAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions preparing billing records, reviewing account information, and maintaining financial documentation - all core tasks of a Billing Clerk as defined by ESCO. While it's within a medical practice and the opening mentions 'Receptionist', the description focuses on billing-re", "title": "Billing Clerk"}
{"job_id": "KMKB3X8J_nJIuKeGAAAAAA==", "relevant": false, "stage": "llm", "reason": "While the ad mentions invoicing and reconciliations (aspects of billing), the primary focus is on coordinating sales orders, production manifests, and collections – a broader scope than a typical billing clerk. The role description leans heavily into project coordination and cash flow management, ma", "title": "Billing Clerk - Account Reconciliation"}