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Automation Risk Analysis

Will “Mirror Manufacturing 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 Manufacturing 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 Manufacturing 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

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

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

  • Set up and adjust machines and equipment.

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

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

  • Keep records of employees' attendance and hours worked.

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

  • 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.

  • 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.

  • Enforce safety and sanitation regulations.

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

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

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

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

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

  • 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.

  • Plan and develop new products and production processes.

Technologies & Software

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

Alternative Job Titles