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Automation Risk Analysis

Will “Tile and Mottle Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Tile and Mottle 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%

“Tile and Mottle 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.

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

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

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

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

  • Evaluate employee performance.

  • Keep records of employees' attendance and hours worked.

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

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

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

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

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

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

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

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

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

  • Enforce safety and sanitation regulations.

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

  • 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.

Technologies & Software

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

Alternative Job Titles