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Automation Risk Analysis

Will “Breaker Boss” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Breaker Boss” 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%

“Breaker Boss” 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

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

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

  • 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.

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

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

  • Enforce safety and sanitation regulations.

  • 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.

  • Keep records of employees' attendance and hours worked.

  • Evaluate employee performance.

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

  • 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.

  • Set up and adjust machines and equipment.

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

  • Plan and develop new products and production processes.

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

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

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

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

Technologies & Software

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

Alternative Job Titles