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Market evidence report — automated-fly-bar-operator

Source: 9 real job ads (JSearch API, countries: us 9), extracted into the MSSQL evidence store; as of 2026-07-09. This report contains extracted, aggregated facts only — no ad text is reproduced (copyright / platform terms).

Seniority distribution

Seniority Ads Share
mid 8 89 %
lead 1 11 %

Tools — full market ranking

# Item Ads Share

Hard skills — full market ranking

# Item Ads Share
1 troubleshooting 5 56 %

Methods — full market ranking

# Item Ads Share

Responsibilities — full market ranking

# Item Ads Share

Job title variants in the market

Title Ads
Automation Engineer (Night Shift) 1
Automation Machine Operator - FAMIC (2nd Shift) 1
Automation Operator Representative 1
Building Automation Controls Tech II 1
Building Automation Technician 1
Lead Automation Controls Design Engineer 1
Lead Automation Engineer HighVolume Battery Manufacturing 1
Production Operator II: Automation, Quality & Safety Lead 1
Theater Automation & Rigging Operator 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.