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Automation Risk Analysis

Will “Machine Shop Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Machine Shop 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%

“Machine Shop 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

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

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

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

  • Enforce safety and sanitation regulations.

  • Plan and develop new products and production processes.

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

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

  • Requisition materials, supplies, equipment parts, or repair services.

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

  • Recommend or implement measures to motivate employees and to improve production methods, equipment performance, product quality, or efficiency.

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

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

  • Evaluate employee performance.

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

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

  • 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.

  • Set up and adjust machines and equipment.

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

  • Keep records of employees' attendance and hours worked.

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

Technologies & Software

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

Alternative Job Titles