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Automation Risk Analysis

Will “Tapper Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Tapper 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%

“Tapper 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.

  • Evaluate employee performance.

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

  • 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.

  • 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.

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

  • 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.

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

  • Enforce safety and sanitation regulations.

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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

  • Set up and adjust machines and equipment.

Technologies & Software

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

Alternative Job Titles