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Automation Risk Analysis

Will “Glass Cut-Off Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Glass Cut-Off 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%

“Glass Cut-Off 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

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

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

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

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

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

  • 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.

  • Set up and adjust machines and equipment.

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

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

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

  • Plan and develop new products and production processes.

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

  • Enforce safety and sanitation regulations.

  • 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.

  • Keep records of employees' attendance and hours worked.

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

  • 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.

  • Evaluate employee performance.

Technologies & Software

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

Alternative Job Titles