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Automation Risk Analysis

Will “Glycerin Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Glycerin 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%

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

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

  • 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.

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

  • Keep records of employees' attendance and hours worked.

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

  • Set up and adjust machines and equipment.

  • 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.

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

  • Plan and develop new products and production processes.

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles