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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.

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

  • Enforce safety and sanitation regulations.

  • Plan and develop new products and production processes.

  • 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.

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

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

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

  • 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.

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

  • Evaluate employee performance.

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

  • Set up and adjust machines and equipment.

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

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

Technologies & Software

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

Alternative Job Titles