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Automation Risk Analysis

Will “General Handling Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“General Handling 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%

“General Handling 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

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

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

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

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

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

  • Enforce safety and sanitation regulations.

  • 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.

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

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

  • Evaluate employee performance.

  • Keep records of employees' attendance and hours worked.

  • Set up and adjust machines and equipment.

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

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

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

  • 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.

  • Plan and develop new products and production processes.

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

Technologies & Software

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

Alternative Job Titles