73 stackexchange-grounded, 516 model-knowledge (ESCO-seeded gemma3), 0 review_needed (calibration caveat documented). Adapters rebuilt with the full competence sets; final REPORT numbers; all verify checks pass. Known gap: engineering-manager lacks an ESCO package counterpart. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
64 lines
25 KiB
JSON
64 lines
25 KiB
JSON
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{"job_id": "i_E07LCnGf96GZ9PAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Database Administrator II\" in the opening text, which is a direct synonym of the target occupation. The description details tasks directly aligned with database administration (maintaining performance, reliability, resolving issues). While the title is 'Database Analy", "title": "Database Analyst(6669)"}
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{"job_id": "gM0Z82CBO1fGsC8LAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Database Administrator to manage and optimize databases, aligning directly with the ESCO definition of the target occupation. The responsibilities listed (designing, implementing, maintaining, optimizing, securing) are core DBA tasks.", "title": "Database Administrator"}
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{"job_id": "Z6XK5GMJ_HI6Ko_rAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Database Administrator\" as the role and describes responsibilities aligning with the ESCO definition (managing, securing databases, implementing policies).", "title": "Database Administrator Jobs"}
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{"job_id": "emepCnl9yw5Vu4afAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Cloud Database Administrator\" which is a direct synonym of \"database administrator\". The description details tasks directly aligned with the ESCO definition (implementing, administering databases, security measures). While it mentions cloud environments and security cl", "title": "Cloud Database Administrator with Security Clearance"}
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{"job_id": "Oi3-159ViXB36OlnAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Lead Database Administrator\", which is a direct synonym of the target occupation. The opening describes the company but doesn't contradict this.", "title": "Urgent Need Lead Database Administrator"}
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{"job_id": "7Z2Taz6Aa6zJKwiWAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Database Administrator (DBA)\", which is a direct synonym of the target occupation. The description further confirms this by detailing responsibilities related to database administration.", "title": "Data Administrator (DBA)"}
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{"job_id": "rzN-j7fPv1Cz-gWSAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions maintaining, managing, monitoring, and administering database systems - all core responsibilities of a Database Administrator as defined in the ESCO definition. The opening directly describes tasks performed by DBAs.", "title": "Database Administrator"}
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{"job_id": "0o_h7iHA3HeOsuJ9AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions database administration as a core responsibility ('Administer...database platforms'). The title includes 'Database Administrator', and the description focuses on tasks directly aligned with the ESCO definition (administration, performance optimization, security complia", "title": "Systems and Database Administrator"}
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{"job_id": "dmdw5DZZoU3QiDQvAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Database Administrator and the description aligns with the ESCO definition (testing, implementing, administering databases). The specific requirements (Oracle experience, security clearance) are details *within* the role of a DBA, not indicative of a different occupatio", "title": "Database Administrator"}
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{"job_id": "_f1Gg9EwgkODvYsGAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions administering, testing, and implementing computer databases, which aligns directly with the ESCO definition of a Database Administrator. The title also includes 'Database Administrator', further confirming relevance.", "title": "Junior Database Administrator"}
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{"job_id": "Hg_1j-8CkDfs4fOeAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Database Architect/Administrator (DBA), which is a direct synonym of 'database administrator' as per the provided definitions. The description details responsibilities aligning with database administration tasks like transitioning operational databases and supporting IT", "title": "SQL/Oracle Database Architect & Administrator"}
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{"job_id": "bnXpcl4ssa03R4qgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"SQL Database Engineer\" which is a specialization within the broader database administrator role, and the description details tasks directly aligned with DBA responsibilities (implementing, administering databases). The title also includes 'Database Administrator'", "title": "Microsoft SQL Server Database Administrator"}
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{"job_id": "N7Y-q_T3-POcn3k_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Database Administrator\" along with a specific database system (SAP IQ). The opening describes an IT consulting company which aligns with the responsibilities of a DBA as defined in the ESCO definition - implementing and administering computer databases. Therefor", "title": "SAP IQ (formerly Sybase IQ) Database Administrator"}
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{"job_id": "Ko0TnFxDFf9bIKXRAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Database Administrator\", which is a direct match for the target occupation. The opening text further supports this by describing tasks related to database administration within a national security context.", "title": "IT Database Administrator"}
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{"job_id": "ZSiHLazL_v4FORd0AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Database Administrator\". While it includes security clearance requirements, the core function described aligns directly with the ESCO definition of a database administrator. The listed skills (AWS, Data Modeling, MySQL) are commonly used by DBAs.", "title": "Database Administrator TS/SCI with Polygraph"}
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{"job_id": "n1mnjFBu2VOvfVziAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"SQL Database Administrator\", which is a direct synonym of \"database administrator\". The opening text doesn't contradict this; it provides company and team context.", "title": "SQL Database Administrator (Top Secret/SCI Clearance)"}
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{"job_id": "I94Uc7xwEY7xTIviAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Database Administrator' as the role and describes responsibilities aligning with the ESCO definition (implementation, troubleshooting, maintenance of database environments, maintaining integrity/security).", "title": "Database Administrator"}
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{"job_id": "noaph7hlR7jQbxYtAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly lists \"Database Administrator\" as one of the roles being hired for, alongside Data Engineer. The description details tasks directly related to database administration (architecting, executing programs, data integration). While it's a combined role, DBA is a core component and s", "title": "Data Engineer / Database Administrator w/Top Secret Clearance"}
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{"job_id": "LBS_70F5KNlZUnhYAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Database Administrator' (with specialization in Oracle/PostgreSQL migration). The description details tasks directly related to database administration - administration, sustainment, analysis, migration and modernization of databases. This aligns perfectly with the ESC", "title": "Senior Database Administrator (Oracle/PostgreSQL Migration) Jobs"}
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{"job_id": "2UQSJtlJdQpHFviMAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a need for a team to perform operations and maintenance as well as new development work on existing applications. It does not explicitly state that it is hiring database administrators or anyone who would introduce themselves as such. The opening focuses on general computing and", "title": "Database Administrator"}
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{"job_id": "n8FFewOw6GEpcCsHAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'DBA' in the title ('DB2 DBA') and describes tasks directly related to database administration such as providing support, troubleshooting performance issues, and maintaining a data warehouse environment. This aligns perfectly with the ESCO definition of a Database Admi", "title": "DB2 DBA"}
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{"job_id": "d8y9nSPjbAVg-B-bAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"DBA Engineer\" in the title and focuses on database administration tasks (supporting IT, Cybersecurity, and Data Operations). While it includes a 'Lead' component indicating seniority, the core function aligns with the target occupation.", "title": "Data Platform Lead / DBA Engineer with Security Clearance"}
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{"job_id": "C0IUrLraos0wqnMgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Database Administrator\". The opening describes an IT solutions company which aligns with database administration as a core service. This indicates they are directly hiring for the target occupation.", "title": "Database Administrator – Level III"}
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{"job_id": "XlS5U6Y3InabdcRjAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Database Engineer / Administrator' and details responsibilities directly aligned with database administration tasks (administering, monitoring, troubleshooting Oracle databases). The use of 'Engineer' is common in DBA roles, especially those involving performance opti", "title": "Database Engineer / Administrator"}
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{"job_id": "OxjkBpFY-4YGYO4JAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Database Administrator\" (with Oracle specialization), which is a direct synonym of the target occupation. The description details tasks directly aligned with the ESCO definition: administering databases, ensuring availability, performance, security, backup and recovery", "title": "Senior Oracle Database Administrator"}
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{"job_id": "HBfjl2Cro90IsTS6AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions database design and management within an Oracle environment, aligning directly with the ESCO definition of a Database Administrator (DBA). The title 'SQL DBA' is also a common synonym for this role. While there's team management involved, the core responsibility revolv", "title": "SQL DBA"}
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{"job_id": "7vrSLRhFludGtl2TAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Database Administrator' and describes responsibilities aligning with the ESCO definition (data analysis, management, processing, automation, safeguarding databases). The opening details about data science are contextual to the office they will be supporting but do not ", "title": "Database Administrator Jobs"}
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{"job_id": "F0qjboEdCVZDSJMQAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'DBA' in the title and focuses on database administration tasks (security, integrity, performance, recoverability, scalability) as described in the ESCO definition. While it also includes 'PeopleSoft Administrator', the core responsibilities align with a Database Admin", "title": "PeopleSoft Administrator/DBA"}
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{"job_id": "7peKXhk_BaF9iQp_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Database Administrator\" which is a direct match for the target occupation. The opening paragraph confirms they are hiring for this role, and the description details database administration responsibilities (administering/maintaining database environments).", "title": "Database Administrator (Remote)"}
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{"job_id": "u3Om39x5FokzAVugAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions database administration tasks (installing, configuring, maintaining databases) for both SQL Server and Oracle, aligning directly with the ESCO definition of a Database Administrator. The title also includes 'Database Management', further confirming relevance.", "title": "Oracle SQL Database Management IV"}
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{"job_id": "cqUNr-dzdjz4j9_NAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Senior Database Administrator\" and describes responsibilities directly aligned with the ESCO definition (architecting database systems, supporting environments like production/development/disaster recovery). The inclusion of 'Senior Consultant' is part of a career path", "title": "Senior Database Administrator, (Senior Consultant, Engineering & Remote / Telecommute Jobs"}
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{"job_id": "queAmq8d8ZROsaaFAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Database Administrator (DBA), which is a direct synonym of the target occupation. The description details responsibilities directly aligned with the ESCO definition - maintaining integrity, security, and availability of databases, administering policies, and managing da", "title": "Database Administrator (DBA) - Full-time"}
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{"job_id": "1cyOipRg5P2fOjS1AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is \"Database Administrator\" which directly matches the target occupation. The opening describes a consulting company that works with data platforms, but the core focus remains database administration as indicated by the title.", "title": "Database Administrator"}
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{"job_id": "Kzkg_nAgNSfoOkZlAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job title explicitly includes \"Database Administrator\" and the opening discusses database administration within an SAP IQ environment. This aligns directly with the ESCO definition of a Database Administrator, even with the specific technology mentioned.", "title": "Sr. SAP IQ (formerly Sybase IQ) Database Administrator"}
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{"job_id": "k5k3gqbrcTMqnyb1AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Database Administrator\" which is the target occupation. The description details responsibilities aligning with database administration tasks (supporting a government customer).", "title": "Database Administrator"}
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{"job_id": "-lGktG2ETjYQAaBNAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Database Administrator (DBA), which is a direct synonym of the target occupation. The description focuses on core DBA responsibilities like database administration, query tuning, and performance optimization.", "title": "Database Administrator"}
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{"job_id": "6X8IUzuOEIh8brMgAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly states it is hiring a \"Database Administrator\" to support programs. This directly matches the target occupation and its synonyms (data base administrator, DBA, database manager). The opening describes the company but quickly pivots to stating the need for a Database Administrat", "title": "Database Administrator, Senior"}
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{"job_id": "3iiBP0KxJEV86rJAAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Database Administrator\" which is a direct synonym of the target occupation. The opening does not contradict this; it describes the company and seeks engineers, but the title defines the role.", "title": "Enterprise - Database Administrator - Maintain, Implement, Security"}
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{"job_id": "ktYjrXBDdRHdtkkDAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Database Administrator\" (with Oracle specialization), which is a direct synonym of the target occupation. The description details tasks directly aligned with the ESCO definition: administering databases, ensuring availability, performance, security, backup and recovery", "title": "Senior Oracle Database Administrator"}
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{"job_id": "CWz-rFAajoKWcMclAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Database Administrator (DBA), which is a direct synonym of the target occupation. The description details responsibilities directly aligned with the ESCO definition - maintaining integrity, security, and availability of databases, administering policies, organizing data", "title": "Database Administrator (DBA)"}
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{"job_id": "o9qWyEJp5KmqJTicAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Cloud Engineer, not a Database Administrator. While it mentions working *with* data, the primary role focuses on cloud systems development and maintenance, requiring Python and containerization skills - these are not core DBA responsibilities as defined by ESCO.", "title": "Mid/Senior Database Administrator (DBA)"}
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{"job_id": "4nVu_Zr59qrLWGsGAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Database Administrator 3', which directly matches the target occupation. The opening describes the company but doesn't contradict this.", "title": "Database Administrator 3"}
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{"job_id": "6mIwkoHjqQI5fM8iAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Database Administrator (DBA)\", which is a direct synonym of the target occupation. The opening paragraph lists database technologies (PostgreSQL, MongoDB, SQL) and related skills, further supporting that this is a database administration role.", "title": "Database Administrator (DBA) - Postgres - FULLY CLEARED with POLYGRAPH REQUIRED"}
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{"job_id": "8FMsoTApOW0U5A7hAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Database Administrator\" which is the target occupation. The opening focuses on hiring professionals in this role, even if it emphasizes speed and specific industries (GovTech/cybersecurity).", "title": "Database Administrator in Washington DC"}
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{"job_id": "YW48fOaFWr4RVsxYAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"SQL Database Administrator\" which is a direct synonym of \"database administrator\". The description further confirms database administration tasks.", "title": "SQL Database Administrator - Senior (Top Secret with agreement t Jobs"}
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{"job_id": "ACOFWGEQ6Cal_PT_AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly mentions \"Database Administrator\" which is a direct match for the target occupation. The opening further supports this by describing a technology company and hinting at database-related work (though details are limited in the provided snippet).", "title": "Database Administrator- Oracle SQL"}
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{"job_id": "IdidnV2JIjXiZpzKAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an \"Oracle Database Administrator\", which is a direct synonym of \"database administrator\" as defined in the ESCO definition. The description details tasks directly related to database administration (configuration, troubleshooting, management, upgrades).", "title": "Oracle Database Administrator at vTech Solution Washington DC"}
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{"job_id": "ECeAR3tv9HLqdjBfAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Ab Initio Administrator', which is a specific role within data integration but not a database administrator. While both roles work with data, they are distinct positions with different focuses and responsibilities. The description centers around the Ab Initio platform, not gene", "title": "Ab Initio Administrator"}
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{"job_id": "JLDxPqXpJX_X_XT2AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states \"Database Administrator\". The opening describes IT solutions which includes data operations, aligning with the ESCO definition of a database administrator's responsibilities.", "title": "Database Administrator Level IV"}
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{"job_id": "xnfrH3jsmi6Wu4-sAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an \"Oracle and SQL Server Database Administrator\", which is a direct synonym of the target occupation \"database administrator\". The description details responsibilities directly aligned with database design, implementation, and support - core functions of a DBA. While men", "title": "Oracle and SQL Server Database Administrator at Omni Inclusive Washington DC"}
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{"job_id": "hogOr63RZBTFdlyrAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Database Administrator\" multiple times and describes responsibilities that align directly with the ESCO definition (testing, implementing, administering databases, security measures, tailoring to user needs). The title also includes 'Database Administrator'. While it ", "title": "Senior Database Administrator FSP"}
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{"job_id": "If9EECZZSa1R-VAJAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Database Administrator\" (and DBA) as the position being advertised. The description details tasks directly aligned with the ESCO definition of a database administrator: managing and safeguarding databases. The security clearance requirements do not change the core fun", "title": "Database Administrator; DBA - TS/SCI Polygraph"}
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{"job_id": "H2m542IC5USl6TbiAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks \"Oracle Database Administrators\" which is a direct synonym of \"database administrator\". The description details tasks directly aligned with the ESCO definition (managing database environments, recovery).", "title": "Oracle DBA - RAC/Data Guard (DoD, Onsite)"}
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{"job_id": "a03WawDyvsxK56J6AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is 'Database Administrator', which directly matches the target occupation. The opening paragraph focuses on company culture but does not contradict the stated role.", "title": "Database Administrator"}
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{"job_id": "18h91usVZ7Ybdr-bAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"SQL database management\" and seeks someone to maintain \"database integrity\", aligning directly with the ESCO definition of a Database Administrator. The dual role aspect doesn't disqualify it; DBAs often have systems administration responsibilities. The security clear", "title": "Security-Cleared IT & Database Administrator"}
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{"job_id": "PlIro1RFLun9q1S5AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"PostgreSQL Database Administrator (Postgres DBA)\", which is a direct synonym of \"database administrator\" as defined in ESCO. The description details tasks directly related to database administration: managing, optimizing, securing, performance tuning, backup and recove", "title": "PostgreSQL Database Administrator (Postgres DBA)"}
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{"job_id": "JfxvFAJt8mi6qtA1AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Database Administrator\" and the description details tasks directly aligned with the ESCO definition (testing, implementing, administering databases, ensuring security, optimizing queries). The mention of 'Big Data Analytics' specifies a *domain* of application for the ", "title": "Database Administrator: Big Data Analytics (TS/SCI)"}
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{"job_id": "u21-OO8-hjKZtbCjAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks an Oracle Database Administrator, which is a direct synonym of 'database administrator' as defined in the ESCO definition. The description details tasks directly related to database administration (installing, maintaining, troubleshooting, backups, performance tuning, sec", "title": "Senior Principal Oracle Database Administrator – Annapolis MD"}
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{"job_id": "sInk0qWj9BhNIRNUAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Database Administrator (DBA) specializing in Oracle RAC, which falls directly within the definition of a database administrator. The tasks described – managing, maintaining, configuring, backing up, recovering, and optimizing databases – are core DBA responsibilities.", "title": "Oracle RAC DBA"}
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