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Automation Risk Analysis

Will “Plastic Sheets Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Plastic Sheets 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%

“Plastic Sheets 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

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

  • 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.

  • Plan and develop new products and production processes.

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

  • Keep records of employees' attendance and hours worked.

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

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

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

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

  • Set up and adjust machines and equipment.

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

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

  • Evaluate employee performance.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles