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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.

  • Plan and develop new products and production processes.

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

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

  • 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.

  • Evaluate employee performance.

  • Set up and adjust machines and equipment.

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

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

  • 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.

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

  • Enforce safety and sanitation regulations.

  • 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.

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

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

  • Keep records of employees' attendance and hours worked.

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

Technologies & Software

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

Alternative Job Titles