Gate: 139 -> 78 relevant ads (44% rejected, all logged). Rankings clean of designer artifacts; DACH regional section live; ai-skills 427 -> 73 tiered; SKILL.md with clean intro, full competences, market-driven hot-tech and regeneration-proof overlays. Before/after in docs/reference-diff-ai-engineer.md. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
47 lines
19 KiB
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47 lines
19 KiB
JSON
{"job_id": "TbCpXXSl_eCuWkJQAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Biomedical Scientist Advanced Practitioner\", which is a direct synonym of the target occupation as defined in ESCO (advanced practitioner in biomedical science). The opening statement is boilerplate and does not contradict this.", "title": "Biomedical Scientist - Advanced Practitioner Lead"}
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{"job_id": "BAF1IYkl-eY__FltAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Program Officer role focused on program management and research support within biomedical sciences. While related to the field, it does not describe an advanced biomedical scientist performing translational research or acting as a consultant/educator *as* a biomedical scientist. ", "title": "Associate Program Officer - Biomedical and Health Sciences Program"}
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{"job_id": "YWmaRXP_5qqh-OTPAAAAAA==", "relevant": false, "stage": "llm", "reason": "This job ad is for a fundraising/development role (Associate Director of Development). While it's *within* an institute focused on biomedical sciences, the role itself involves donor relations and securing funding, not conducting advanced biomedical research or acting as a scientist/educator in the ", "title": "Associate Director of Development, Institute for Basic Biomedical Sciences - #Staff"}
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{"job_id": "zFJ9ZOZCN5n8JN1tAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: instructor", "title": "Biomedical Sciences Instructor - Hybrid, Student Mentorship"}
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{"job_id": "E7-KpYArIUQ83xcXAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a recruitment coordinator, which is a support role within the Graduate School of Biomedical Sciences. While it relates to biomedical sciences programs, the core function is student recruitment and coordination - not advanced research or practice *as* a biomedical scientist. The per", "title": "Program Coordinator I (Recruitment Coordinator) - Graduate School of Biomedical Sciences"}
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{"job_id": "qRkS29x5W4xf_xkwAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a faculty position (specifically tenure track), which focuses on teaching and potentially some research within a College of Osteopathic Medicine. While biomedical sciences are *related* to the field, this role is fundamentally an educator/academic rather than a practicing or resear", "title": "College of Osteopathic Medicine Biomedical Sciences Tenure Track Faculty"}
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{"job_id": "RaVHZ2nDTLePjvhrAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on 'dissection' and digital pathology, which are specific *techniques* used within biomedical science but do not represent the advanced translational research, education, or consultancy aspects defining the target occupation. The opening describes a general laboratory environment ", "title": "Biomedical Scientist (Dissection)"}
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{"job_id": "OUQZv8CEp4DbhwyxAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Founding Chair' and 'Tenure Track Faculty'. This is an academic leadership/teaching role, not a biomedical scientist position where the primary function is advanced research or laboratory work as defined in the ESCO definition. While the role is *in* Biomedical Sciences, it does", "title": "College of Osteopathic Medicine - Founding Chair Biomedical Sciences - Tenure Track Faculty"}
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{"job_id": "tYg-mVqN1V_UjBOiAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Biomedical Scientist'. While 'Senior' is a seniority prefix, the core role aligns directly with the target occupation. The description details research responsibilities within biomedical science (aging biology), which falls under the ESCO definition of advanced transla", "title": "Senior Biomedical Scientist — Aging Biology & Synthesis"}
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{"job_id": "uW4m-_w_vmdg8fEwAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Research Specialist', which while related to biomedical science, does not equate to an 'advanced biomedical scientist'. The description focuses on university overview and doesn't indicate the role involves advanced translational research or professional education/consultation as", "title": "Research Specialist C (Biomedical Sciences) Part Time"}
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{"job_id": "wYL2m2OMVQqtDXT_AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is \"Advanced Biomedical Engineer\", while the target occupation is \"biomedical scientist advanced\". Although both roles are in the biomedical field, engineering and science are distinct disciplines. The opening focuses on research but within an *engineering* context (delivering techn", "title": "Advanced Biomedical Engineer"}
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{"job_id": "qNSyoKdbh7wTfi-AAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad introduces a healthcare provider but does not describe any advanced research or educational/consultancy roles characteristic of an 'advanced biomedical scientist'. It focuses on the company itself and its broad services (pathology, radiology, primary care) without detailing responsibiliti", "title": "Biomedical Scientist"}
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{"job_id": "RbNhIFZyo_1PgbJzAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad focuses on biomedical *equipment* troubleshooting and repair (biomedical engineering), not advanced research or education in biomedical science as defined by ESCO. The role is a technician/engineer, not a scientist.", "title": "Advanced Biomed Tech - Biomed Engineering"}
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{"job_id": "sZRg8BTFD7VUuy4aAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Assistant' level research scientist in Biomedical *Engineering*, which is a distinct field from biomedical *science*. While related, engineering and science are different disciplines, and the role focuses on engineering applications rather than advanced translational research w", "title": "Assistant Academic Research Scientist, School of Medicine: Biomedical Engineering"}
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{"job_id": "Z_2NVlqheWDwzEC3AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an Advanced Practice Provider (Nurse Practitioner/Physician Assistant) in Cardiology. This is a clinical role focused on patient care, not advanced biomedical research or laboratory science as defined by the target occupation. While cardiology *is* within biomedicine, this specific", "title": "Advanced Practice Provider (NP/PA) – Acute Care Cardiology Unit (ACCU) (JR218297)"}
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{"job_id": "3IchAwpK2GrtR1hiAAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: instructor", "title": "Associate/Professor of Stem Cell Biology and Regenerative Medicine,/Biomedical Engineering (Tenure)"}
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{"job_id": "uAB6BhnZ4TooAfL5AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Biomedical Technologist', which, while related to biomedical science, is not an advanced role involving research or education as defined in the ESCO definition of a 'biomedical scientist advanced'. The description focuses on clinical engineering and technical aspects rather than", "title": "Biomedical Technologist"}
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{"job_id": "g-wuErQTnH9t2xChAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Biostatistician, which while related to biomedical science (and analytics), is a distinct role. The ESCO definition focuses on advanced *laboratory* research and education/consultation within the biomedical sciences; biostatistics is a supporting function that could be applied ac", "title": "Lead Biostatistician: Advanced Biomedical Analytics"}
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{"job_id": "we2PcVim3tUKp6lqAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Biomedical *Equipment Technician*, which focuses on maintenance and repair of equipment. The target occupation (Biomedical Scientist Advanced) involves research, education, and consultation within the biomedical laboratory sciences field - a fundamentally different role family.", "title": "Advanced Biomedical Equipment Technician"}
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{"job_id": "Xqsxba_Kc4VBpkCqAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Biomedical Equipment Technician, which is a technical role focused on maintaining equipment. This is distinct from an advanced biomedical scientist who performs research and education. The opening describes Penn Medicine generally but does not indicate the position involves advan", "title": "Biomedical Equipment Technician (I, II, or III)"}
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{"job_id": "ctgRN5kv-CI6UgEbAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job description explicitly requires 'advanced expertise' in a core biomedical science field (pathology) to support translational research - aligning directly with the ESCO definition of an advanced biomedical scientist undertaking research and acting as a consultant. The experience level request", "title": "Biomedical Scientist - Pathology & Biobank Core"}
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{"job_id": "M6UlZ8Xgdcx3hovrAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Biomedical Technician who maintains and repairs equipment. This is distinct from an advanced biomedical scientist undertaking research and education as defined in the ESCO definition.", "title": "Biomedical Technician"}
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{"job_id": "_nKi5rfptaJ68WG_AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Biomed Technician', which is distinct from an 'advanced biomedical scientist'. Technicians typically perform maintenance and repair of equipment, while advanced scientists conduct research and analysis. The title and opening focus on clinical engineering and hourly pay, indicati", "title": "Biomed Technician"}
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{"job_id": "WHUU4M_rmPXyAu5TAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Librarian role, specifically a Biomedical Research Librarian. While it operates *within* the biomedical field, the core function is information management and research support *for* scientists, not conducting advanced translational research or acting as an expert scientist/analys", "title": "Biomedical Research Librarian"}
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{"job_id": "t5JJ2YuM2AzNWieEAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Scientist' focused on *non-animal methodologies* (NAMs) and collaboration/reporting. While it involves biomedical research, the core function isn't advanced translational research or acting as an educator/consultant *in the broader field of biomedical science*. The focus on NAMs", "title": "Remote NAMs Scientist: Biomedical Research & Validation"}
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{"job_id": "4t4M62k1f_9UZCYdAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a fellowship focused on assessing drug safety and efficacy within the FDA. While it's biomedical *research*, the role is specifically a research *fellowship* within a regulatory agency (FDA). The ESCO definition focuses on advanced translational research *and* acting as educator", "title": "FDA Biomedical Research Fellowship"}
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{"job_id": "WiBtvU-PY8SRtGgJAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Librarian, specifically a Biomedical Research Librarian. While working *within* a biomedical research environment, the role focuses on information management and retrieval (library science), not advanced translational research or practice within the biomedical laboratory sciences", "title": "Biomedical Research Librarian Expert Reference"}
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{"job_id": "VJIZQ4F4loXekulkAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Evidence Synthesis Analyst', which focuses on systematic reviews and literature research *supporting* biomedical research, but isn't the advanced scientific role defined in the ESCO definition. The target occupation performs translational research, education, or consulting - th", "title": "Evidence Synthesis Analyst Biomedical Research"}
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{"job_id": "QZTNb0Kzwi4IXHjYAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad describes a 'Research Associate II' which is a distinct role from an 'advanced biomedical scientist'. While the work involves laboratory research within biomedicine, the advertised *role* is that of a research associate - someone who assists with research, not leads it or performs advance", "title": "Research Associate II — Advanced Biomedical Lab"}
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{"job_id": "07G-n5qohK0_aZHOAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a librarian specializing in biomedical research support, not a biomedical scientist conducting research or acting as an educator/consultant *as* a biomedical scientist. The role focuses on information retrieval and analysis *for* scientists, rather than being a scientist themselves", "title": "Biomedical Research Librarian & Analytics Specialist"}
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{"job_id": "xIJZByE811F6RmqsAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Librarian role, specifically a Biomedical Research Librarian. While it operates *within* the biomedical field, the core function is information management and library science, not advanced biomedical research or laboratory practice as defined in the ESCO definition. The person hi", "title": "Biomedical Research Librarian: Analytics, Training & Support"}
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{"job_id": "UiSWob32f0ngn6OYAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Biomedical Scientist - Advanced Practitioner Lead\", which directly matches a synonym from the provided list (\"advanced practitioner in biomedical science\"). The opening text does not contradict this; it's standard boilerplate about diversity and application advice. Therefo", "title": "251656 Biomedical Scientist- Advanced Practitioner Lead"}
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{"job_id": "vwRy9khN2zyrRm6uAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Medical Lab Scientist/Tech which, while related to biomedical science, does not perform advanced translational research or act as educators/consultants as defined in the ESCO definition of a 'Biomedical scientist advanced'. The description focuses on routine clinical laboratory t", "title": "Medical Lab Scientist MLS"}
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{"job_id": "MXfZ_BkcxANFzjwAAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Medical Laboratory Scientist or Technician, which while related to biomedical science, does not perform advanced translational research or act as educators/consultants as defined in the ESCO definition of an 'Biomedical scientists advanced'. The description focuses on routine ana", "title": "Medical Laboratory Scientist or Medical Laboratory Technician-"}
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{"job_id": "tTgzdY1Mn1qK34sDAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Medical Laboratory Scientist or Technician, which while related to biomedical science, does not perform advanced translational research or act as educators/consultants in the field as defined by the ESCO definition of an 'Biomedical scientists advanced'. The description focuses o", "title": "Medical Laboratory Scientist or Medical Laboratory Technician"}
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{"job_id": "i_H5aacSuWHpM8itAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad title is 'Medical Lab Scientist', which while related to biomedical science, does not match any of the target occupation titles (advanced biomedical scientist, advanced biomedical doctor, etc.). The opening describes a general healthcare network and doesn't indicate an *advanced* research", "title": "Medical Lab Scientist"}
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{"job_id": "l0D8fxpQAVRcmX4PAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Urologist, which is a medical doctor specializing in the urinary tract. This is a distinct profession from a biomedical scientist advanced, who focuses on research and laboratory work within the broader biomedical sciences field. While UT Health San Antonio does have a school of ", "title": "Urologist"}
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{"job_id": "vYqvDbrrFmxIcyj6AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Medical Technologist, which performs routine laboratory tests. The target occupation (biomedical scientist advanced) undertakes *advanced translational research* and acts as an educator/consultant - this role does not align with those responsibilities.", "title": "Associate Medical Technologist | Diploma In Biomedical Science| Govt Hospital | West AMLT #HYT"}
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{"job_id": "xdQyCq75f8G69ph2AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Biomedical Engineer, which focuses on the installation, maintenance, and repair of medical equipment. This is distinct from the translational research, education, and consultation aspects defined in the ESCO definition of an advanced biomedical scientist. While both roles operate", "title": "Bio-Medical Engineer - Singapore"}
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{"job_id": "taeAptl7U28Cb0W6AAAAAA==", "relevant": false, "stage": "blocklist", "reason": "role family: management", "title": "Manager/Senior Manager (NDCT Associate Project Manager), BDH"}
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{"job_id": "Lf9oe1yYKq62_A9vAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Principal Scientist in *Computing*, specifically focusing on AI safety. While biomedical applications are mentioned, the core role is computational research and development, not advanced translational research or practice within biomedical laboratory sciences as defined by the ES", "title": "Principal Scientist, Computing"}
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{"job_id": "iXywqznNsb2gA3enAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an AI Scientist specializing in Large Language Models, which falls under Artificial Intelligence, not Biomedical Science. While it's *applied* to healthcare, the core role and expertise are in AI/Machine Learning, not biomedical laboratory sciences or translational research as defi", "title": "Healthcare AI Scientist: LLMs & Multimodal Systems"}
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{"job_id": "meTJxrHaEo6aqN_iAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a scientist specializing in catalysis & carbon conversion, which falls under chemical engineering/chemistry, not biomedical science. While research skills are transferable, this role's focus and expertise are distinctly different from the ESCO definition of an advanced biomedical s", "title": "Senior/Principal Scientist, Catalysis & Carbon Conversion, ISCE2"}
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{"job_id": "pIA0Pcf6eFv84J-OAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a Research Fellow, which is a distinct role from an advanced biomedical scientist. While the research area (immunology, skin disorders) aligns with the *field* of biomedicine, the advertised position focuses on performing research *as* a fellow/postdoc rather than functioning as an", "title": "Scientist/Senior Scientist (AA Lab), A*SRL"}
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{"job_id": "kFgqao3Fdo7KfwhZAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Research Officer' focused on *developing* diagnostic tests, requiring a diploma/BSc level of education and 2 years experience. The target occupation ('biomedical scientist advanced') requires undertaking *advanced translational research*, acting as an educator or consultant - im", "title": "Clinical Assay Development Scientist"}
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{"job_id": "WND1Q8EIFIiGW-ZYAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Computational Scientist' focused on drug discovery, which while related to biomedical science, is a distinct role. The description focuses on computational methods and AI/Machine Learning *applied* to drug discovery, not advanced translational research or education within the br", "title": "Scientist, Drug Discovery"}
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