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Automation Risk Analysis

Will “Beater Boss” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Beater 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%

“Beater 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

  • Evaluate employee performance.

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

  • 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.

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

  • Plan and develop new products and production processes.

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

Technologies & Software

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

Alternative Job Titles