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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.

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

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

  • Plan and develop new products and production processes.

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

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

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

  • Evaluate employee performance.

  • 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.

  • Maintain operations data, such as time, production, and cost records, and prepare management reports of production results.

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

  • Keep records of employees' attendance and hours worked.

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

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

  • Enforce safety and sanitation regulations.

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

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

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

  • Set up and adjust machines and equipment.

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

Technologies & Software

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

Alternative Job Titles