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Automation Risk Analysis

Will “Lump Room Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Lump Room 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%

“Lump Room 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

  • Evaluate employee performance.

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

  • Set up and adjust machines and equipment.

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

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

  • Enforce safety and sanitation regulations.

  • Plan and develop new products and production processes.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles