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Automation Risk Analysis

Will “Candle Making Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Candle Making 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%

“Candle Making 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

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

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

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

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

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

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

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

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

  • Evaluate employee performance.

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

  • 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.

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

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

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

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

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

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

  • Enforce safety and sanitation regulations.

  • Keep records of employees' attendance and hours worked.

Technologies & Software

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

Alternative Job Titles