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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

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

  • Plan and develop new products and production processes.

  • Evaluate employee performance.

  • 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.

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

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

  • 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.

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

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

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

  • Enforce safety and sanitation regulations.

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles