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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

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

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

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

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

  • 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.

  • Plan and develop new products and production processes.

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

  • Set up and adjust machines and equipment.

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

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

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

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

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

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

  • Enforce safety and sanitation regulations.

  • Evaluate employee performance.

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

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

  • Keep records of employees' attendance and hours worked.

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

Technologies & Software

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

Alternative Job Titles