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Automation Risk Analysis

Will “Line Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Line 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%

“Line 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

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

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

  • Plan and develop new products and production processes.

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

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

  • Set up and adjust machines and equipment.

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

  • Evaluate employee performance.

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

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

  • 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.

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

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles