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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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

  • Set up and adjust machines and equipment.

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

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

  • Enforce safety and sanitation regulations.

  • Plan and develop new products and production processes.

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

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

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

  • Evaluate employee performance.

Technologies & Software

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

Alternative Job Titles