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Automation Risk Analysis

Will “Pigment Making Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Pigment Making 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%

“Pigment Making 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

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

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

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

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

  • Plan and develop new products and production processes.

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

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

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

  • 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.

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

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

  • Keep records of employees' attendance and hours worked.

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

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

  • Set up and adjust machines and equipment.

  • 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.

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

Technologies & Software

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

Alternative Job Titles