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Automation Risk Analysis

Will “Dye-House Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Dye-House 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%

“Dye-House 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.

  • Keep records of employees' attendance and hours worked.

  • 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.

  • 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.

  • 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.

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

  • Set up and adjust machines and equipment.

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

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

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

  • 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.

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

  • Evaluate employee performance.

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

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

Technologies & Software

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

Alternative Job Titles