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Automation Risk Analysis

Will “Clay Preparation Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Clay Preparation 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%

“Clay Preparation 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.

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

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

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

  • 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.

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

  • Evaluate employee performance.

  • 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.

  • Plan and develop new products and production processes.

  • 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.

  • Set up and adjust machines and equipment.

  • 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.

  • 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.

  • Enforce safety and sanitation regulations.

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

Technologies & Software

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

Alternative Job Titles