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Automation Risk Analysis

Will “Potato Chip Processing Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Potato Chip Processing 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%

“Potato Chip Processing 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 develop new products and production processes.

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

  • 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.

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

  • 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.

  • Enforce safety and sanitation regulations.

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

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

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

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

  • Set up and adjust machines and equipment.

  • Evaluate employee performance.

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

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

Technologies & Software

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

Alternative Job Titles