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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

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

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

  • Evaluate employee performance.

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

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

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

  • Plan and develop new products and production processes.

  • 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.

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

  • Enforce safety and sanitation regulations.

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

  • 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.

Technologies & Software

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

Alternative Job Titles