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Automation Risk Analysis

Will “Sample Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Sample Supervisor” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 51% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

52%

“Sample Supervisor” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 52% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For First-Line Supervisors of Production and Operating Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: 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.

Avg. Annual Salary $74,540
Avg. Hourly Wage $35.84
Available Jobs (US) 685,140
Job Title & Hierarchy Code (SOC) First-Line Supervisors of Production and Operating Workers #51-1011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “First-Line Supervisors of Production and Operating Workers”

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Core Skills & Abilities

  • Confer with management or subordinates to resolve worker problems, complaints, or grievances.

  • Enforce safety and sanitation regulations.

  • Direct and coordinate the activities of employees engaged in the production or processing of goods, such as inspectors, machine setters, or fabricators.

  • Determine standards, budgets, production goals, and rates, based on company policies, equipment and labor availability, and workloads.

  • 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.

  • 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.

  • Observe work and monitor gauges, dials, and other indicators to ensure that operators conform to production or processing standards.

  • Confer with other supervisors to coordinate operations and activities within or between departments.

  • Keep records of employees' attendance and hours worked.

  • Calculate labor and equipment requirements and production specifications, using standard formulas.

  • Evaluate employee performance.

  • Conduct employee training in equipment operations or work and safety procedures, or assign employee training to experienced workers.

  • Recommend or execute personnel actions, such as hirings, evaluations, or promotions.

  • Plan and develop new products and production processes.

  • Inspect materials, products, or equipment to detect defects or malfunctions.

  • Maintain operations data, such as time, production, and cost records, and prepare management reports of production results.

  • Interpret specifications, blueprints, job orders, and company policies and procedures for workers.

  • Set up and adjust machines and equipment.

  • Plan and establish work schedules, assignments, and production sequences to meet production goals.

Technologies & Software

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  • Microsoft Office software
  • Kronos Workforce Timekeeper
  • SAP Business One
  • Integrated materials management systems
  • Mistral (Mistral AI)
  • SYSPRO business software
  • Epicor Vantage ERP
  • Mozilla Firefox
  • Microsoft SharePoint
  • Llama (Meta)
  • Nova (Amazon)
  • Email software
  • Capterra Enterprise Resource Planning
  • Microsoft Internet Explorer
  • Total quality management TQM software
  • QA Software QMS Materials Management
  • Microsoft Word
  • ABB AI Robotics
  • Qwen (Alibaba)
  • Computer aided design CAD software
  • Microsoft Axapta
  • Aptean Made2Manage
  • Siemens Industrial AI
  • Technology Group International Enterprise 21 ERP
  • Supervisory control and data acquisition SCADA software
  • Claude (Anthropic)
  • Rockwell Automation AI
  • Google Chrome
  • Minitab
  • Materials management software
  • Autodesk AutoCAD
  • Microsoft Total Quality Control Management
  • Operational databases
  • Giraffe Production Systems Giraffe Schedule System
  • GHG Clockwise
  • Microsoft Outlook
  • Microsoft PowerPoint
  • Sight Machine AI
  • Bowen & Groves M1 ERP
  • IBM Notes
  • Exact MAX
  • Cognex Vision AI
  • Intacct ERP
  • Oracle JD Edwards EnterpriseOne
  • Grok (xAI)
  • Word processing software
  • Resource planning software
  • Encompix ERP
  • Delphi Technology
  • Computer aided manufacturing CAM software
  • Microsoft Excel
  • Microsoft Project
  • Timekeeping software
  • Microsoft Exchange
  • Extensible markup language XML
  • HCSS HeavyJob
  • Kimi (Moonshot AI)
  • Apple iWork Pages
  • Epicor Vista ERP
  • Apple Safari
  • Microsoft Access
  • Retain Resource Planning
  • DeepSeek
  • Database software
  • Work Technology WorkTech Time
  • SAP software
  • Spreadsheet software
  • Inventory management software
  • ChatGPT (OpenAI)
  • Gemini (Google)
  • Operating system software
  • Personal computers
  • Operator terminals
  • Personal protective clothing
  • Laser printers
  • Respirators
  • Notebook computers
  • Desktop computers
  • Safety glasses
  • Laser scanners
  • Hard hats
  • Safety shoes

Alternative Job Titles