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Automation Risk Analysis

Will “Machine Assembler 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 Assembler 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 Assembler 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

  • Enforce safety and sanitation regulations.

  • 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.

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

  • 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.

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

  • Evaluate employee performance.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles