skillfactor-pipeline/data/gated/computer-science-lecturer.jsonl

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{"job_id": "ZuIYT6sSh9OlUhBsAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title explicitly states 'Lecturer – Computer Science', which is a direct synonym of the target occupation. The initial section appears to be website navigation/thematic groupings and does not contradict the stated role.", "title": "Lecturer – Computer Science"}
{"job_id": "QN37XRM8cV67_qk1AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks 'Lecturer' (and instructor which is a synonym) within a Computer Science college. The description aligns with teaching computer science topics and responsibilities like preparing lectures and grading exams as defined in the ESCO definition.", "title": "Part-Time Lecturer Online - Khoury College of Computer Sciences"}
{"job_id": "c3ZTLUDUZR-f9sLtAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer' in 'Computer Sciences', which directly matches the target occupation and its synonyms. The description details teaching responsibilities at the university level, aligning with the ESCO definition.", "title": "Part Time Lecturer Khoury College of Computer Sciences- Arlington"}
{"job_id": "jIWTIemaLDUsyXdjAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer in Computer Science', which is a direct synonym of the target occupation as defined by ESCO. The description focuses on teaching and mentoring students in computer science, aligning perfectly with the core responsibilities outlined in the official definition.", "title": "Lecturer, Computer Science Undergraduate Teaching & Mentoring"}
{"job_id": "X4NxLN_X5AwvsyVBAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a Computer Science faculty member. 'Adjunct Faculty' is a common term for lecturers or instructors at the university level. The description aligns with teaching computer science courses.", "title": "Adjunct Faculty - Computer Science"}
{"job_id": "f4XD8OUEQerYqEBOAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer, Computer Science', which is a direct synonym of the target occupation as defined in ESCO ('computer science lecturer'). The opening details responsibilities aligning with teaching and contributing to an undergraduate program within a computer science departme", "title": "Lecturer, Computer Science"}
{"job_id": "6lGUqotaF5TERjKCAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Assistant Professor' which, while academic, focuses on *teaching* software development and design. The target occupation is a 'computer science lecturer', which includes research alongside teaching. While there is overlap, the primary focus of this role is not lecturing in comp", "title": "Assistant Professor, Teaching Track, in Software Development and Design"}
{"job_id": "nb42Fah9gIxdv6ndAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks 'lecturers' within a computer science college (College of Information). The description details teaching responsibilities at both undergraduate and graduate levels, aligning directly with the ESCO definition of a computer science lecturer. While it mentions 'professional ", "title": "Lecturer (Open Rank)"}
{"job_id": "xphQAg2FueNlBseWAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Lecturer' as a possible position, and the description aligns with the ESCO definition of a computer science lecturer (instructing students in computer science, preparing lectures, conducting research). The specialization in 'Game Design and Development' is a specific ", "title": "Assistant Professor or Lecturer: Gaming and Software Engineering"}
{"job_id": "xYTfETZANtiqEvk9AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer, Computer Science', which is a direct synonym of the target occupation as defined in ESCO ('computer science lecturer'). The opening details responsibilities aligning with teaching and contributing to an undergraduate program - core duties of a computer scienc", "title": "Lecturer, Computer Science"}
{"job_id": "m-B0ntNWY36MNC0JAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Computer Science Lecturer\" in the title and seeks resumes for adjuncts *in* computer science. This aligns directly with the target occupation definition of a university teacher/lecturer in computer science.", "title": "Adjunct Faculty Computer Science Lecturer"}
{"job_id": "E27gY_LXo6CSVdAkAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a teacher of XI/XII classes (high school level), not a university lecturer as defined in the ESCO definition. While it mentions 'Computer Science Lecturer' in the title, the opening text clarifies that this refers to teaching at the college/high school level, which is distinct from", "title": "Computer Science Lecturer"}
{"job_id": "hXkt7AEOaolmQDNDAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title is a direct synonym of the target occupation ('Lecturer of Computer Science'). The opening text confirms this by explicitly mentioning a 'Lecture' position within a computer science department.", "title": "Lecturer of Computer Science"}
{"job_id": "COtg1Cwybd8zbd4jAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks faculty within a Computer Science department, and the description details teaching responsibilities (delivering courses) which aligns directly with the ESCO definition of a computer science lecturer/teacher/instructor. The term 'adjunct faculty' is a type of lecturer posi", "title": "Adjunct Faculty - Department of Computer Science"}
{"job_id": "afknvIbE6tCqXBD-AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title includes \"Lecturer/Senior Lecturer\", which is a direct synonym of the target occupation. The opening describes a university environment focused on AI research and education, consistent with the ESCO definition's emphasis on academic instruction and research in computer science.", "title": "Lecturer/Senior Lecturer"}
{"job_id": "FKrQe3VSxwVr3sdFAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is explicitly seeking a Computer Science Lecturer (though 'faculty member' is used as a broader term). The description details teaching undergraduate courses which aligns directly with the ESCO definition of a computer science lecturer. The adjunct status doesn't change the core role.", "title": "Dynamic CS Lecturer (Adjunct) Hybrid/Online Teaching"}
{"job_id": "gQ6pZ8lrtLr_vTmuAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Lecturer' and 'Senior Lecturer' positions within a Computer Science department, directly aligning with the target occupation and its synonyms as defined in the ESCO definition.", "title": "CIS Lecturer Positions 2026 Position"}
{"job_id": "HNkf2CFmsTTNopA3AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for \"Adjunct Faculty\", which is a teaching role but does not equate to a full-time lecturer position as defined by ESCO. While it involves computer science/IT instruction, the title indicates a part-time or temporary teaching assignment rather than a permanent lecturing role with resea", "title": "Computer Science/Information Technology - Adjunct Faculty"}
{"job_id": "w4JvV1EmEObMZfq6AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer' in a computer science subfield ('Applied Machine Intelligence'). This aligns directly with the target occupation definition of a computer science lecturer/teacher/instructor who instructs students in their field of study.", "title": "Part-Time Lecturer - Applied Machine Intelligence (Arlington)"}
{"job_id": "5nwHF0kPzu4k--dwAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Computer Science' lecturer (specifically an adjunct lecturer) to teach courses in computer science at Penn State Harrisburg. This aligns directly with the ESCO definition of a Computer Science Lecturer/Lector/Teacher/Instructor.", "title": "Part Time - Computer Science - Adjunct Lecturer"}
{"job_id": "Ts3slPEbgFmSewZpAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions \"Computer Science Lecturer\" in the title and seeks resumes for adjuncts *in* computer science. This aligns directly with the target occupation definition of a university teacher/lecturer in computer science.", "title": "Adjunct Faculty Computer Science Lecturer"}
{"job_id": "-8V5L_FnnBc_5V1QAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer' in 'Computer Science', which aligns directly with the target occupation definition. The term 'Adjunct Lecturer' is a specific type of lecturer and therefore still falls within the scope of the target occupation.", "title": "Adjunct Lecturer - Computer Science"}
{"job_id": "vhIA88bbP116-yc0AAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an adjunct faculty position at a community college teaching 'Information System Technology'. While related to computer science, it's not a lecturer/docent role *in* computer science itself, and the institution (community college) differs from a university as defined in the ESCO def", "title": "Information System Technology Adjunct Faculty (Part-Time)"}
{"job_id": "jo-ZgT4LWHRucaDUAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for Software Engineering, which while related to Computer Science, is a distinct specialisation. The ESCO definition focuses on lecturing in *computer science* itself, not a specific engineering discipline within it. A person hired for this role would introduce themselves as a Software", "title": "Lecturer/Senior Lecturer in Software Engineering"}
{"job_id": "wiBvXuVfzjQJ5DSkAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a teacher at a high school (Bard High School Early College), not a lecturer at a university or higher education institution as defined in the ESCO definition. While it involves computer science instruction, the context and level of students are different from that of a 'computer sc", "title": "Short-term Faculty in Computer Science (Summer 2026)"}
{"job_id": "dkfTkeB52UNlQT-zAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer' to teach computer science related courses (cybersecurity). While it specifies 'adjunct' and 'part-time', these are modifiers of the core role, not different roles altogether. The duties align with lecturing/teaching at the upper division level as defined in t", "title": "Part Time - IST/Cybersecurity - Adjunct Lecturer"}
{"job_id": "DrrtOGuydT0ff02nAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Computer Science Faculty' member, which is a direct synonym for computer science lecturer/teacher/instructor. The description details teaching responsibilities (lecturing), curriculum development, student mentoring and scholarly activity - all core duties of a computer", "title": "Full-Time Computer Science Faculty"}
{"job_id": "C3ebwaeXMpUNVuDfAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"Practice Professor\" within the Department of Computer & Information Science, which is a direct synonym for computer science lecturer/teacher. The description details teaching responsibilities and academic engagement consistent with the ESCO definition.", "title": "CIS Practice Assistant Professor 2026"}
{"job_id": "EaDUTkSizOqH36hvAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Assistant Professor', which while related to a lecturer role in some university systems, is not a direct synonym of 'computer science lecturer'. Assistant Professors have a stronger research focus and different career trajectory than lecturers. The core duties described align m", "title": "Visiting Assistant Professor in Computer Science, Fall 2026"}
{"job_id": "y7NWimjoCzhqvt6KAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Adjunct Faculty Position', which is a teaching role but not the target occupation of 'computer science lecturer'. Lecturers typically have ongoing, full-time positions with research responsibilities as defined in the ESCO definition. Adjunct faculty are part-time and primarily ", "title": "Fall 2026 CCPS Computer Science, Mathematics and Science Adjunct Faculty Position(s)"}
{"job_id": "DafgUwpxbTZZyDunAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a faculty member in Computer Science, which aligns directly with the target occupation of a computer science lecturer/teacher/instructor/docent. The description details responsibilities such as teaching courses and potentially conducting research - core duties of a comput", "title": "FT Faculty in Computer Science"}
{"job_id": "8xpblXF9y2XjH7eQAAAAAA==", "relevant": false, "stage": "llm", "reason": "While related to computer science academia, 'Assistant Professor' is a distinct role from 'Lecturer'. Assistant Professors typically have a stronger research focus and different career progression expectations than Lecturers. The person hired would introduce themselves as an Assistant Professor, not", "title": "Assistant Professor, Computer Science"}
{"job_id": "lHUw75NfzBXcORX3AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a \"University Lecturer\" within the Computer Science department, and the description details teaching responsibilities and course creation - aligning directly with the ESCO definition of a computer science lecturer. The title is also a direct synonym for 'computer science ", "title": "University Lecturer"}
{"job_id": "AM2Wt_7HIu7Ng77DAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Computer Science - Adjunct Lecturer', which is a direct synonym of 'computer science lecturer' as defined in the ESCO definition. The opening focuses on application instructions but doesn't contradict the core role advertised in the title.", "title": "Part Time - Computer Science - Adjunct Lecturer"}
{"job_id": "cgZWsPPJhRqScYeQAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for a 'Clinical Faculty' position, which focuses on practical application and teaching in a clinical setting (likely related to healthcare or applied computer science). While it's within the Computer Science department, the core function isn't academic research and lecturing as defined", "title": "Visiting Clinical Faculty in Computer Science (open rank) for Fall 2025"}
{"job_id": "XMyV6DEz4y3AkWYMAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Adjunct Teaching Faculty' role at a community college. While it involves teaching computer science and engineering, the term 'adjunct faculty' indicates a part-time, non-permanent teaching position, which differs from the full-time, research-oriented 'computer science lecturer'", "title": "Computer Science and Engineering Adjunct Teaching Faculty"}
{"job_id": "IYDKaTmvcU_1HyFQAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks 'Lecturers, Computer Science', which is a direct synonym of the target occupation. The description details responsibilities aligning with teaching and course management as defined in the ESCO definition (presenting material, holding office hours, administering exams, grad", "title": "Lecturers, Computer Science"}
{"job_id": "g-yNtGqYz_b48SemAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for a Computer Science instructor (Adjunct Instructor), which is a direct synonym of computer science lecturer/teacher as defined in the ESCO definition. The opening details teaching responsibilities within a Computer Science department and specifies required qualifications aligning wi", "title": "Part-Time Computer Science Adjunct Instructor"}
{"job_id": "syM5Tgz6U8IhN6YrAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an Assistant Professor/Faculty Fellow, which while related to a lecturer role, is a distinct academic position focused on research and potentially some teaching. The ESCO definition focuses specifically on lecturing/teaching responsibilities. An assistant professor's primary focus ", "title": "NYU Courant Computer Science Assistant Professor/Faculty Fellow | Fall 2026"}
{"job_id": "p2H7oI6ujcVk0lR4AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks professors to teach computer science courses, which aligns directly with the ESCO definition of a computer science lecturer/teacher/instructor/docent/lector. The term 'Adjunct Professor' is a synonym for lecturer in many university contexts.", "title": "Adjunct of Info and Computer Science"}
{"job_id": "l_6KuE03ieZEvLuXAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for \"Adjunct Faculty\", which while related to university teaching, is not a lecturer/docent role as defined by ESCO. Adjunct faculty often have different responsibilities and expectations than full-time lecturers. The opening also specifies 'Community College' indicating a different le", "title": "Adjunct Faculty - Computer Science"}
{"job_id": "koqsBvxwy_Xy5gBHAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an Associate Professor in Cybersecurity, which while related to computer science, is a specific specialization *within* the field and not the target occupation of 'computer science lecturer'. The person hired would introduce themselves as a cybersecurity professor/associate profess", "title": "Associate Professor in Cybersecurity"}
{"job_id": "RA0XfGY6Yqmbjr5hAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an Assistant Professor, which while related to a lecturer role in academia, is a distinct position with different responsibilities and expectations (more focus on research and potentially grant acquisition). The ESCO definition focuses specifically on lecturing/teaching duties. Whi", "title": "Assistant Professor-Computer Science"}
{"job_id": "vEjtTbjZb-qagEnwAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Lecturer' and 'Senior Lecturer', which are direct synonyms of 'computer science lecturer' as defined in the ESCO definition. The specialization ('in Systems') is a specific area *within* computer science, not a different role.", "title": "Lecturer/Senior Lecturer in Systems"}
{"job_id": "Pf-GuQwFk97iGYGMAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for an 'Instructor', which while related to a lecturer, is not the same role. The ESCO definition specifies a university-level position focused on academic research and comprehensive teaching duties (lecture prep, grading, feedback). An adjunct instructor often implies a more limited s", "title": "Adjunct Instructor in Computer Science"}
{"job_id": "lT47fLnJubJAGt6hAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks faculty in Computer Science, which aligns directly with the target occupation of a computer science lecturer/teacher/instructor/docent. The description focuses on teaching undergraduate courses within this field, and while it mentions different degree programs (CIS, Cyber", "title": "FT Faculty: Assistant/Associate Professor, Computer Science"}
{"job_id": "1vpKCefrUa5zXAhFAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for \"Adjunct Faculty - Computer & Electronics Technology\", which is a teaching role but not specifically a *computer science lecturer* as defined by ESCO. While it involves computer technology, the inclusion of 'Electronics Technology' broadens the scope beyond pure computer science an", "title": "Adjunct Faculty - Computer & Electronics Technology"}
{"job_id": "7mkbT2gVnBI1nmi1AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly lists 'Lecturer' and 'Senior Lecturer' as possible ranks for this position, which are direct synonyms of the target occupation. The description details responsibilities aligning with teaching, curriculum development, and potentially research - all core aspects of a computer sci", "title": "Lecturer, Senior Lecturer, Assistant or Associate Clinical Professor, or Professor of the Practice"}
{"job_id": "tX_7M6_DhdmxeXdcAAAAAA==", "relevant": false, "stage": "llm", "reason": "The ad is for 'Instructors' of CIS&T, which focuses on *applied* computer information systems and technology. The target occupation (computer science lecturer) is a predominantly *academic* role focused on theoretical computer science. While there is overlap in subject matter, the roles are distinct", "title": "Computer Information Systems and Technology (CIS&T) Part-Time, Adjunct Instructors, Fall 2026"}
{"job_id": "0PbWBHh2nV8gysEBAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad is for an Assistant Professor in Computer Science, which is a direct synonym of computer science lecturer/docent. The description details teaching responsibilities and research expectations aligning with the ESCO definition.", "title": "Assistant Professor- Computer Science (Tenure Track)"}
{"job_id": "S8D6pDcL6xZ3XDtQAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer, Computer Science', which is a direct synonym of the target occupation as defined in ESCO ('computer science lecturer'). The description details teaching responsibilities and academic service, aligning perfectly with the definition.", "title": "Lecturer, Computer Science"}
{"job_id": "gxo4c8Yxw-WNEwRcAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer' (specifically 'University Lecturer/Senior University Lecturer') within a computing department ('Informatics Department'). The description focuses on teaching and research in computer science domains, aligning directly with the ESCO definition of a Computer Sc", "title": "Senior Lecturer, Informatics & Computing Education"}
{"job_id": "N9g0CgFJF5ouazUXAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer, Computer Science', which is a direct synonym of the target occupation as defined in ESCO ('computer science lecturer'). The opening details responsibilities aligning with teaching and contributing to an undergraduate program - core duties of a computer scienc", "title": "Lecturer, Computer Science"}
{"job_id": "zxe6nKNR4C5Tbe2sAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer in Discipline' or 'Senior Lecturer in Discipline', which are direct synonyms of 'computer science lecturer' as defined by ESCO. The description focuses on instruction and faculty responsibilities aligning with the target occupation.", "title": "Open Rank: Lecturer in Discipline or Senior Lecturer in Discipline"}
{"job_id": "1OeVWkuwXQRLrBhvAAAAAA==", "relevant": false, "stage": "llm", "reason": "The job ad is for 'Faculty' at a Community College, which typically implies teaching at an undergraduate level. While computer technologies are mentioned, the role isn't specifically a *lecturer* or academic in nature as defined by ESCO (research, exam preparation with assistants, publishing). The o", "title": "Computer Technologies, Part-Time Faculty"}
{"job_id": "iKcemhlUSI4B9yt-AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly mentions 'Lecturer / Senior Lecturer' in the title and opening, aligning directly with the target occupation (computer science lecturer) even though it specifies a specialization ('Cybersecurity'). The core function remains lecturing/teaching within computer science.", "title": "Senior Lecturer in Cybersecurity"}
{"job_id": "mt4HB9FmYxRnfsAeAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad title 'Senior University Lecturer' is a direct synonym of 'computer science lecturer'. The opening confirms this by specifying a lecturing position within a computing sciences college and university setting, aligning perfectly with the ESCO definition.", "title": "Senior University Lecturer"}
{"job_id": "gDw_LMbfdw_272_6AAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Professor of Computer Science', which is a direct synonym for 'Lecturer in Computer Science' as defined by ESCO. The description details teaching computer science courses and aligns with the responsibilities outlined in the official definition (lecturing, preparing mat", "title": "Adjunct Professor of Computer Science & Information Technologies at USM Hagerstown"}
{"job_id": "KeqVdKEFlb2M_F3WAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks a 'Lecturer' or 'Senior Lecturer', which are direct synonyms of the target occupation ('computer science lecturer'). The specialization in Cybersecurity falls *within* computer science and does not change the core role.", "title": "Lecturer/Senior Lecturer (Education Focussed) in Cybersecurity"}
{"job_id": "o38V5oW2EYp-FlOxAAAAAA==", "relevant": true, "stage": "llm", "reason": "The job ad explicitly seeks 'Lecturers in Computer Science', which is a direct synonym of the target occupation ('computer science lecturer'). The description aligns with the ESCO definition, focusing on instruction, research, and student interaction at a university level.", "title": "Lecturers-Computer Science"}