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Automation Risk Analysis

Will “Ammunition Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Ammunition 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%

“Ammunition 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 develop new products and production processes.

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Keep records of employees' attendance and hours worked.

  • Enforce safety and sanitation regulations.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles