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Automation Risk Analysis

Will “Plastics Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Plastics 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%

“Plastics 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

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

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

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

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

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

  • Keep records of employees' attendance and hours worked.

  • 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.

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

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

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

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

  • 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.

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

  • 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.

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

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

  • Plan and develop new products and production processes.

Technologies & Software

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

Alternative Job Titles