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Automation Risk Analysis

Will “Assembly Line Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Assembly Line 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%

“Assembly Line 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

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

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

  • Enforce safety and sanitation regulations.

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

  • 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.

  • 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.

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

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

  • Set up and adjust machines and equipment.

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

  • Keep records of employees' attendance and hours worked.

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

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

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

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

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

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

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

  • Evaluate employee performance.

Technologies & Software

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

Alternative Job Titles