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Automation Risk Analysis

Will “Mainspring Fabrication Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Mainspring Fabrication 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%

“Mainspring Fabrication 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

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

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

  • Evaluate employee performance.

  • 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.

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

  • 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.

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

  • Set up and adjust machines and equipment.

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

  • 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.

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

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

  • 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.

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

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

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles