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Automation Risk Analysis

Will “Mirror Department Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Mirror Department 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%

“Mirror Department 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

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

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

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

  • 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.

  • Evaluate employee performance.

  • Set up and adjust machines and equipment.

  • Enforce safety and sanitation regulations.

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

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

  • 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.

  • 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.

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

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles