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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
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4.1 KiB
Market evidence report — after-sales-service-technician
Source: 66 real job ads (JSearch API, countries: us 66), 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 | 43 | 65 % |
| junior | 16 | 24 % |
| n/a | 6 | 9 % |
| lead | 1 | 2 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | hand tools | 6 | 9 % |
| 2 | Microsoft Office | 6 | 9 % |
| 3 | Microsoft Excel | 5 | 8 % |
| 4 | Microsoft Word | 5 | 8 % |
| 5 | power tools | 5 | 8 % |
| 6 | DISH equipment | 4 | 6 % |
| 7 | smart home products | 4 | 6 % |
| 8 | forklift | 3 | 5 % |
| 9 | measuring devices | 3 | 5 % |
| 10 | Microsoft PowerPoint | 3 | 5 % |
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | troubleshooting | 12 | 18 % |
| 2 | equipment repair | 9 | 14 % |
| 3 | equipment maintenance | 8 | 12 % |
| 4 | mechanical repair | 7 | 11 % |
| 5 | preventive maintenance | 7 | 11 % |
| 6 | problem-solving | 5 | 8 % |
| 7 | customer education | 4 | 6 % |
| 8 | equipment installation | 4 | 6 % |
| 9 | installation | 4 | 6 % |
| 10 | mechanical aptitude | 4 | 6 % |
| 11 | mechanical diagnostics | 4 | 6 % |
| 12 | service | 4 | 6 % |
| 13 | system installation | 4 | 6 % |
| 14 | technical troubleshooting | 4 | 6 % |
| 15 | cable splicing | 3 | 5 % |
| 16 | data collection | 3 | 5 % |
| 17 | electrical troubleshooting | 3 | 5 % |
| 18 | engine repair | 3 | 5 % |
| 19 | equipment testing | 3 | 5 % |
| 20 | inventory control | 3 | 5 % |
| 21 | network troubleshooting | 3 | 5 % |
| 22 | preventative maintenance | 3 | 5 % |
| 23 | software troubleshooting | 3 | 5 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | osha standards | 3 | 5 % |
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | equipment installation | 11 | 17 % |
| 2 | equipment maintenance | 6 | 9 % |
| 3 | equipment service | 6 | 9 % |
| 4 | service documentation | 6 | 9 % |
| 5 | customer communication | 5 | 8 % |
| 6 | customer support | 5 | 8 % |
| 7 | customer training | 5 | 8 % |
| 8 | equipment repair | 4 | 6 % |
| 9 | health and safety compliance | 4 | 6 % |
| 10 | maintenance | 4 | 6 % |
| 11 | tech demonstration | 4 | 6 % |
| 12 | customer service | 3 | 5 % |
| 13 | installation | 3 | 5 % |
| 14 | system assembly | 3 | 5 % |
| 15 | technical documentation | 3 | 5 % |
| 16 | technical support | 3 | 5 % |
| 17 | vehicle maintenance | 3 | 5 % |
Job title variants in the market
| Title | Ads |
|---|---|
| Field Service Technician | 7 |
| Workshop Technician | 6 |
| Field Technician | 4 |
| Field Technician - DISH | 4 |
| Field Service Technician II | 3 |
| Field Service Technician - Northern Virginia | 2 |
| 2yrs Tech Field Technician Logistical Support - in person interview | 1 |
| After Sales Service Technician | 1 |
| After-Sales Engineer | 1 |
| Building Automation Systems Lead Field Technician - Ashburn, VA | 1 |
| Certified Field Operations Technician | 1 |
| CNC Field Service Technician Installation & Maintenance | 1 |
| Construction Material Field Technician | 1 |
| Early Career Field Service Technician | 1 |
| Electrical Technician | 1 |
| Electromechanic Field Technician (After Sales) | 1 |
| Electromechanic Field Technician (After Sales) - Dallas | 1 |
| Field Service Representative | 1 |
| Field Service Technician - College Park | 1 |
| Field Service Technician (ATM) 4583 | 1 |
| Field Service Technician I — Install & Repair (Travel) | 1 |
| Field Service Technician II - RF/Acoustic | 1 |
| Field Service Technician III | 1 |
| Field Service Technician, Residential Energy Service | 1 |
| Field Technician - Implementation Specialist | 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.