# Market evidence report — economics-lecturer Source: **53 real job ads** (JSearch API, countries: us 53), extracted into the MSSQL evidence store; as of 2026-07-11. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms). ## Seniority distribution | Seniority | Ads | Share | |---|---|---| | n/a | 37 | 70 % | | mid | 11 | 21 % | | junior | 4 | 8 % | | senior | 1 | 2 % | ## Tools — full market ranking | # | Item | Ads | Share | |---|---|---|---| ## Hard skills — full market ranking | # | Item | Ads | Share | |---|---|---|---| | 1 | teaching | 23 | 43 % | | 2 | curriculum development | 15 | 28 % | | 3 | economics | 7 | 13 % | | 4 | macroeconomics | 6 | 11 % | | 5 | data analysis | 4 | 8 % | | 6 | economics instruction | 4 | 8 % | | 7 | economics teaching | 4 | 8 % | | 8 | microeconomics | 4 | 8 % | | 9 | assessment | 3 | 6 % | | 10 | econometrics | 3 | 6 % | | 11 | research | 3 | 6 % | | 12 | student advising | 3 | 6 % | | 13 | student evaluation | 3 | 6 % | ## Methods — full market ranking | # | Item | Ads | Share | |---|---|---|---| ## Responsibilities — full market ranking | # | Item | Ads | Share | |---|---|---|---| | 1 | course instruction | 11 | 21 % | | 2 | course delivery | 10 | 19 % | | 3 | teaching undergraduate courses | 6 | 11 % | | 4 | student engagement | 5 | 9 % | | 5 | curriculum development | 4 | 8 % | | 6 | course preparation | 3 | 6 % | | 7 | department participation | 3 | 6 % | | 8 | office hours | 3 | 6 % | | 9 | service activities | 3 | 6 % | | 10 | student mentoring | 3 | 6 % | | 11 | teaching | 3 | 6 % | | 12 | undergraduate course teaching | 3 | 6 % | ## Regional breakdown > **Corpus note:** 53 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative. ### US (us) 53 ads. **Top hard skills:** - teaching — 43 % (23 ads) - curriculum development — 28 % (15 ads) - economics — 13 % (7 ads) - macroeconomics — 11 % (6 ads) - data analysis — 8 % (4 ads) - economics instruction — 8 % (4 ads) - economics teaching — 8 % (4 ads) - microeconomics — 8 % (4 ads) - assessment — 6 % (3 ads) - econometrics — 6 % (3 ads) **Top tools:** - Python programming language — 4 % (2 ads) - R programming language — 4 % (2 ads) **Seniority:** n/a 70 % · mid 21 % · junior 8 % · senior 2 % ### UK (gb) **Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region. ### EU/DACH (de, at, ch, nl) **Insufficient evidence** — 0 ads (minimum for a regional ranking: 30). No ranking is reported for this region. ## Job title variants in the market | Title | Ads | |---|---| | Assistant Professor - Economics | 2 | | Economics Lecturer | 2 | | Economics Lecturer Pool | 2 | | Lecturer in the Department of Economics | 2 | | Lecturer of Economics | 2 | | Lecturers, Economics | 2 | | 10 Month Full-Time Economics Faculty | 1 | | 2026-27 AY Lecturer Pool - Economics and Statistics | 1 | | Adjunct Economics Lecturer — Undergrad Micro & Macro | 1 | | Adjunct Lecturer - Economics | 1 | | Adjunct Lecturer for MA in Applied Policy Analysis – Economics for Policy Analysis | 1 | | Adjunct Lecturer, Economics (Pooled Posting) | 1 | | Assistant Professor Economics of Sustainable Energy & Climate | 1 | | Assistant Professor of Economics — Health & Urban Policy | 1 | | Assistant Professor of Economics at Bowie State University Bowie, MD | 1 | | Associate or Full Professor of Business Economics and Public Policy (Tenure Track) 2025-2026 | 1 | | Department of Economics Lecturer Pool | 1 | | Economics Disciplinary Communication Lecturer Pool | 1 | | Economics Lecturer - Flexible Part-Time Teaching | 1 | | Economics Lecturer - In-Person, Evening & Weekend Courses | 1 | | Economics Lecturer Temporary Pool for Student Impact | 1 | | Economics Lecturer: Business & Accounting | 1 | | Economics Lecturer: Innovative, Equity-Minded Teaching | 1 | | Faculty Program Coordinator / Lecturer or Sr. Lecturer – Applied Economics | 1 | | Faculty Program Director/Sr. Lecturer, Applied Economics | 1 | Methodology: entities extracted per ad ({hard_skills, tools, methods, responsibilities, seniority}), normalized, counted as DISTINCT ads per entity; report threshold ≥ 3 ads. Headline sections in skills.md/tools.md use the stricter ≥ 20 % threshold.