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Automation Risk Analysis

Will “Special Assemblies Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Special Assemblies 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%

“Special Assemblies 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

  • 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.

  • 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.

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

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

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

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

  • Enforce safety and sanitation regulations.

  • Plan and develop new products and production processes.

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

  • Evaluate employee performance.

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

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

  • Set up and adjust machines and equipment.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles