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Automation Risk Analysis

Will “Wall 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%

“Wall 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%

“Wall 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

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

  • Set up and adjust machines and equipment.

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

  • Evaluate employee performance.

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

  • Interpret specifications, blueprints, job orders, and company policies and procedures for 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 develop new products and production processes.

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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

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

  • Enforce safety and sanitation regulations.

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

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

Technologies & Software

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

Alternative Job Titles