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Automation Risk Analysis

Will “Candy Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Candy 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%

“Candy 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

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

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

  • Enforce safety and sanitation regulations.

  • Set up and adjust machines and equipment.

  • 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.

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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

  • Evaluate employee performance.

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

  • Plan and develop new products and production processes.

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

  • 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.

  • 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.

Technologies & Software

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

Alternative Job Titles