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Automation Risk Analysis

Will “Forming and Assembling Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Forming and Assembling 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%

“Forming and Assembling 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

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

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

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

  • 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.

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

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

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

  • 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.

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

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

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

  • Plan and develop new products and production processes.

  • Keep records of employees' attendance and hours worked.

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

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

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

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

  • Set up and adjust machines and equipment.

Technologies & Software

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

Alternative Job Titles