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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

  • 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.

  • Enforce safety and sanitation regulations.

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

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

  • 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.

  • Plan and develop new products and production processes.

  • Set up and adjust machines and equipment.

  • 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.

  • 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.

  • Evaluate employee performance.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles