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Automation Risk Analysis

Will “Bit and Shank Department Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Bit and Shank Department 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%

“Bit and Shank Department 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 execute personnel actions, such as hirings, evaluations, or promotions.

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

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

  • 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.

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

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

  • Keep records of employees' attendance and hours worked.

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

  • Enforce safety and sanitation regulations.

  • Evaluate employee performance.

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

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

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

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

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

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

  • Plan and develop new products and production processes.

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

  • Set up and adjust machines and equipment.

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

Technologies & Software

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

Alternative Job Titles