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Automation Risk Analysis

Will “Rice Milling Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Rice Milling 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%

“Rice Milling 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.

  • 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.

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

  • 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.

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

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

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

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

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

  • Plan and develop new products and production processes.

  • Keep records of employees' attendance and hours worked.

  • Enforce safety and sanitation regulations.

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

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

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

  • Set up and adjust machines and equipment.

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

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

  • Evaluate employee performance.

Technologies & Software

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

Alternative Job Titles