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Automation Risk Analysis

Will “Assembly 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 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 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.

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

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

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

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

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

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

  • Enforce safety and sanitation regulations.

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

  • 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.

  • 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.

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

  • 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.

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

  • 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.

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

Technologies & Software

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

Alternative Job Titles