2.4 KiB
Market evidence report — machinery-assembly-supervisor
Source: 11 real job ads (JSearch API, countries: us 11), extracted into the MSSQL evidence store; as of 2026-07-15. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).
Seniority distribution
| Seniority | Ads | Share |
|---|---|---|
| lead | 6 | 55 % |
| mid | 5 | 45 % |
Tools — full market ranking
| # | Item | Ads | Share |
|---|
Hard skills — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | quality control | 8 | 73 % |
| 2 | safety compliance | 6 | 55 % |
| 3 | performance evaluation | 4 | 36 % |
| 4 | production management | 4 | 36 % |
| 5 | staff scheduling | 4 | 36 % |
| 6 | machine operation | 3 | 27 % |
Methods — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | lean manufacturing | 5 | 45 % |
| 2 | continuous improvement | 4 | 36 % |
| 3 | six sigma | 4 | 36 % |
| 4 | standard operating procedures (SOPs) | 4 | 36 % |
Responsibilities — full market ranking
| # | Item | Ads | Share |
|---|---|---|---|
| 1 | team leadership | 5 | 45 % |
| 2 | assembly line supervision | 4 | 36 % |
| 3 | production monitoring | 4 | 36 % |
| 4 | quality issue resolution | 4 | 36 % |
| 5 | workflow adjustment | 4 | 36 % |
Regional breakdown
Corpus note: 11 relevant ads in total — below the 100-ad target for a fully reliable ranking. Percentages above should be read as indicative.
US (us)
Insufficient evidence — 11 ads (minimum for a regional ranking: 30). No ranking is reported for this region.
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 |
|---|---|
| Manufacturing Assembly Supervisor (2nd Shift) | 4 |
| Assembly Supervisor | 2 |
| Lead Machine Operator | 2 |
| Lead CNC Machinist: 3-5 Axis Leader & Mentor | 1 |
| Machine Operator Lead | 1 |
| MACHINIST LEADER | 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.