Production & ManufacturingO*NET: 51-1011.00
Will AI Replace First-Line Supervisors of Production and Operating Workers?
Directly supervise and coordinate the activities of production and operating workers, such as inspectors, precision workers, machine setters and operators, assemblers, fabricators, and plant and system operators. Excludes team or work leaders.
34out of 100
Low Risk
AI Risk Score
34/100
Risk Level
Low
Job Zone
3/5
Medium
Total Tasks Analyzed
20
🤖 What AI Can Do
- â–¸Keep records of employees' attendance and hours worked.
- â–¸Read and analyze charts, work orders, production schedules, and other records and reports to determine production requirements and to evaluate current production estimates and outputs.
- â–¸Plan and establish work schedules, assignments, and production sequences to meet production goals.
- â–¸Observe work and monitor gauges, dials, and other indicators to ensure that operators conform to production or processing standards.
- â–¸Direct and coordinate the activities of employees engaged in the production or processing of goods, such as inspectors, machine setters, or fabricators.
- â–¸Calculate labor and equipment requirements and production specifications, using standard formulas.
👤 What Requires Humans
- â–¸Conduct employee training in equipment operations or work and safety procedures, or assign employee training to experienced workers.
- â–¸Evaluate employee performance.
- â–¸Recommend or implement measures to motivate employees and to improve production methods, equipment performance, product quality, or efficiency.
- â–¸Requisition materials, supplies, equipment parts, or repair services.
Task Breakdown
🤖AI Can Automate (8)
- Keep records of employees' attendance and hours worked.
- Read and analyze charts, work orders, production schedules, and other records and reports to determine production requirements and to evaluate current production estimates and outputs.
- Plan and establish work schedules, assignments, and production sequences to meet production goals.
- Observe work and monitor gauges, dials, and other indicators to ensure that operators conform to production or processing standards.
- Direct and coordinate the activities of employees engaged in the production or processing of goods, such as inspectors, machine setters, or fabricators.
- Calculate labor and equipment requirements and production specifications, using standard formulas.
- Maintain operations data, such as time, production, and cost records, and prepare management reports of production results.
- Plan and develop new products and production processes.
👤Requires Humans (4)
- Conduct employee training in equipment operations or work and safety procedures, or assign employee training to experienced workers.
- Evaluate employee performance.
- Recommend or implement measures to motivate employees and to improve production methods, equipment performance, product quality, or efficiency.
- Requisition materials, supplies, equipment parts, or repair services.
âš¡AI-Assisted (8)
- Enforce safety and sanitation regulations.
- Inspect materials, products, or equipment to detect defects or malfunctions.
- Confer with other supervisors to coordinate operations and activities within or between departments.
- Interpret specifications, blueprints, job orders, and company policies and procedures for workers.
- Confer with management or subordinates to resolve worker problems, complaints, or grievances.
- Determine standards, budgets, production goals, and rates, based on company policies, equipment and labor availability, and workloads.
- Set up and adjust machines and equipment.
- Recommend or execute personnel actions, such as hirings, evaluations, or promotions.
Key Skills Analysis
Active Listening
Importance: 3.88/5.00
Speaking
Importance: 3.88/5.00
Time ManagementAI-Resistant
Importance: 3.88/5.00
Management of Personnel ResourcesAI-Resistant
Importance: 3.88/5.00
Critical ThinkingAI-Resistant
Importance: 3.75/5.00
Monitoring
Importance: 3.75/5.00
Social PerceptivenessAI-Resistant
Importance: 3.75/5.00
CoordinationAI-Resistant
Importance: 3.75/5.00
Judgment and Decision MakingAI-Resistant
Importance: 3.62/5.00
Reading ComprehensionAI-Vulnerable
Importance: 3.50/5.00
WritingAI-Vulnerable
Importance: 3.12/5.00
Active LearningAI-Resistant
Importance: 3.12/5.00
Learning Strategies
Importance: 3.12/5.00
Complex Problem SolvingAI-Resistant
Importance: 3.12/5.00
Operations MonitoringAI-Vulnerable
Importance: 3.12/5.00
Related Occupations
First-Line Supervisors of Mechanics, Installers, and Repairers
30/100 — Low Risk
First-Line Supervisors of Construction Trades and Extraction Workers
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First-Line Supervisors of Helpers, Laborers, and Material Movers, Hand
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First-Line Supervisors of Material-Moving Machine and Vehicle Operators
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First-Line Supervisors of Farming, Fishing, and Forestry Workers
28/100 — Low Risk
Future-Proof Your Career
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Frequently Asked Questions
Based on our analysis, First-Line Supervisors of Production and Operating Workers have a low risk of AI replacement with a score of 34/100. This role requires significant human skills like creativity, empathy, and complex decision-making that AI cannot easily replicate.
Last updated: 2026-03-28· Data from O*NET 30.2 & Frey/Osborne automation research