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Automation Risk Analysis

Will “Dry Starch Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Dry Starch 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%

“Dry Starch 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.

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

  • Set up and adjust machines and equipment.

  • 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.

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

  • 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 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.

  • 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.

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

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

  • Plan and develop new products and production processes.

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

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

  • Evaluate employee performance.

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles