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Automation Risk Analysis

Will “Sample 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%

“Sample 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%

“Sample 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.

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

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

  • Enforce safety and sanitation regulations.

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

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

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

  • 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.

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

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

  • Keep records of employees' attendance and hours worked.

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

  • Set up and adjust machines and equipment.

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

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

  • Plan and develop new products and production processes.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles