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Automation Risk Analysis

Will “Fireworks Assembly Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Fireworks Assembly 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%

“Fireworks Assembly 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

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

  • Set up and adjust machines and equipment.

  • Plan and develop new products and production processes.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

  • Keep records of employees' attendance and hours worked.

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

Technologies & Software

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

Alternative Job Titles