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Automation Risk Analysis

Will “Musical Instrument Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Musical Instrument 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%

“Musical Instrument 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.

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

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

  • Set up and adjust machines and equipment.

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

  • 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.

  • 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.

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

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

  • Evaluate employee performance.

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

  • Enforce safety and sanitation regulations.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles