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Automation Risk Analysis

Will “Gelatin Plant Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Gelatin Plant 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%

“Gelatin Plant 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

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

  • Set up and adjust machines and equipment.

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

  • 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.

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

  • 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.

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

  • Evaluate employee performance.

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

  • Keep records of employees' attendance and hours worked.

  • Plan and develop new products and production processes.

  • 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.

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

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

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

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

Technologies & Software

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  • Word processing software
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  • Minitab
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  • Grok (xAI)
  • Mozilla Firefox
  • Microsoft PowerPoint
  • Sight Machine AI
  • Qwen (Alibaba)
  • Total quality management TQM software
  • GHG Clockwise
  • ChatGPT (OpenAI)
  • Retain Resource Planning
  • Siemens Industrial AI
  • IBM Notes
  • Microsoft Total Quality Control Management
  • Apple Safari
  • Database software
  • Microsoft Access
  • Oracle JD Edwards EnterpriseOne
  • SAP software
  • Microsoft Axapta
  • Microsoft Word
  • Timekeeping software
  • Google Chrome
  • Integrated materials management systems
  • Microsoft SharePoint
  • Epicor Vantage ERP
  • Email software
  • Encompix ERP
  • Inventory management software
  • Operating system software
  • Autodesk AutoCAD
  • Cognex Vision AI
  • Computer aided manufacturing CAM software
  • Bowen & Groves M1 ERP
  • ABB AI Robotics
  • Nova (Amazon)
  • NetSuite NetERP
  • Operational databases
  • Apple iWork Pages
  • DeepSeek
  • Resource planning software
  • Intacct ERP
  • Aptean Made2Manage
  • Giraffe Production Systems Giraffe Schedule System
  • Microsoft Exchange
  • Epicor Vista ERP
  • Microsoft Internet Explorer
  • Work Technology WorkTech Time
  • HCSS HeavyJob
  • Exact MAX
  • Llama (Meta)
  • Delphi Technology
  • Spreadsheet software
  • SAP Business One
  • Materials management software
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  • Desktop computers
  • Laser scanners
  • Operator terminals
  • Safety glasses
  • Notebook computers
  • Personal computers
  • Laser printers
  • Hard hats
  • Personal protective clothing
  • Respirators
  • Safety shoes

Alternative Job Titles