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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

  • 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.

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

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

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

  • Evaluate employee performance.

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

  • 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.

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

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

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

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

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

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

  • Set up and adjust machines and equipment.

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

  • Keep records of employees' attendance and hours worked.

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

Technologies & Software

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

Alternative Job Titles