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Automation Risk Analysis

Will “Machine Adjuster Leader” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Machine Adjuster Leader” 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%

“Machine Adjuster Leader” 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

  • Evaluate employee performance.

  • Enforce safety and sanitation regulations.

  • Keep records of employees' attendance and hours worked.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Set up and adjust machines and equipment.

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

Technologies & Software

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

Alternative Job Titles