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Automation Risk Analysis

Will “Threshing 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%

“Threshing 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%

“Threshing 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 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.

  • 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.

  • 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.

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

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

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

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

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

  • 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.

  • Evaluate employee performance.

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

  • Enforce safety and sanitation regulations.

  • Plan and develop new products and production processes.

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

  • Set up and adjust machines and equipment.

Technologies & Software

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

Alternative Job Titles