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Automation Risk Analysis

Will “Powdered Sugar Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Powdered Sugar 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%

“Powdered Sugar 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

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

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

  • 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.

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

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

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

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

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

  • Evaluate employee performance.

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

  • Keep records of employees' attendance and hours worked.

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

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

  • Enforce safety and sanitation regulations.

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

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

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

Technologies & Software

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

Alternative Job Titles