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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

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

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

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

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

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

  • Enforce safety and sanitation regulations.

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

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

  • Evaluate employee performance.

  • Keep records of employees' attendance and hours worked.

  • 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.

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles