af05383bb1
Snapshot before the quality program (relevance gates, tiered mapping, QA linter). v1 is the immutable before/after reference; evidence crawl was at ~175/3039 occupations when tagged. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01PDKeXvpT6tENSvyQGLV1Uq
3.2 KiB
3.2 KiB
Market evidence report — airport-operations-officer
Source: 38 real job ads (JSearch API, countries: us 38), extracted into the MSSQL evidence store; as of 2026-07-08. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).
Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| mid | 24 | 63 % |
| lead | 5 | 13 % |
| senior | 5 | 13 % |
| junior | 2 | 5 % |
| n/a | 2 | 5 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | Microsoft Office | 7 | 18 % |
| 2 | Microsoft Excel | 4 | 11 % |
| 3 | Microsoft Word | 4 | 11 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | regulatory compliance | 11 | 29 % |
| 2 | data analysis | 7 | 18 % |
| 3 | budget management | 6 | 16 % |
| 4 | airport operations | 5 | 13 % |
| 5 | airfield inspection | 4 | 11 % |
| 6 | airport operations management | 4 | 11 % |
| 7 | contract negotiation | 4 | 11 % |
| 8 | emergency response | 4 | 11 % |
| 9 | staff management | 4 | 11 % |
| 10 | baggage handling | 3 | 8 % |
| 11 | budget preparation | 3 | 8 % |
| 12 | customer service | 3 | 8 % |
| 13 | incident response | 3 | 8 % |
| 14 | performance evaluation | 3 | 8 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | team leadership | 5 | 13 % |
| 2 | service delivery | 4 | 11 % |
| 3 | airport operation oversight | 3 | 8 % |
| 4 | budget management | 3 | 8 % |
| 5 | compliance monitoring | 3 | 8 % |
| 6 | equipment safeguarding | 3 | 8 % |
| 7 | incident investigation | 3 | 8 % |
Job title variants in the market
| Title | Ads |
|---|---|
| Airfield Operations & Safety Officer | 1 |
| Airfield Operations Agent | 1 |
| Airline Operations Supervisor- EWR (41561) | Newark, NJ, USA |
| Airline Passenger Services Agent | 1 |
| Airport Engineering Division Manager (IAD) | 1 |
| Airport Manager | 1 |
| Airport Operations Coordinator | 1 |
| Airport Operations Duty Manager | 1 |
| Airport Operations Duty Manager - IAD | 1 |
| Airport Operations Lead: Security, Service & Growth | 1 |
| Airport Operations Leader: Ground & Crew Oversight | 1 |
| Airport Operations Officer | 1 |
| Airport Operations Officer - PT | 1 |
| Airport Operations Officer I | 1 |
| Airport Operations Supervisor — Full-Time Leader | 1 |
| Airport Properties & Contracts Manager | 1 |
| Airport Terminal Planner | 1 |
| Assistant Airport Director - Operations and Maintenance | 1 |
| Assistant Airport Director, Operations & Maintenance | 1 |
| Assistant Site Manager- IAD (40843) | Sterling, VA, USA |
| Aviation Project Director | 1 |
| Chief Executive Officer of Aviation | 1 |
| Chief Operating Officer (COO) | 1 |
| Cross-Utilized Airport Agent - Washington Dulles International Airport (FT) | 1 |
| Director- Infrastructure Regulation and Airport Integration | 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.