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Automation Risk Analysis

Will “Lime Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Lime 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%

“Lime 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

  • Evaluate employee performance.

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

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

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

  • 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.

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

  • 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.

  • 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.

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

  • Set up and adjust machines and equipment.

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

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

  • Keep records of employees' attendance and hours worked.

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

  • Plan and develop new products and production processes.

  • Enforce safety and sanitation regulations.

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

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

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  • Operational databases
  • Microsoft SharePoint
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  • Microsoft Word
  • SAP Business One
  • Siemens Industrial AI
  • Microsoft Project
  • Google Chrome
  • Microsoft Exchange
  • Spreadsheet software
  • Delphi Technology
  • Gemini (Google)
  • SAP software
  • Microsoft Total Quality Control Management
  • Resource planning software
  • Computer aided manufacturing CAM software
  • ChatGPT (OpenAI)
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  • Claude (Anthropic)
  • NetSuite NetERP
  • Timekeeping software
  • Word processing software
  • Integrated materials management systems
  • Cognex Vision AI
  • Technology Group International Enterprise 21 ERP
  • Operating system software
  • Grok (xAI)
  • Work Technology WorkTech Time
  • Microsoft Internet Explorer
  • Apple Safari
  • Giraffe Production Systems Giraffe Schedule System
  • Qwen (Alibaba)
  • Capterra Enterprise Resource Planning
  • Microsoft PowerPoint
  • Kimi (Moonshot AI)
  • IBM Notes
  • Microsoft Axapta
  • Email software
  • Microsoft Access
  • ABB AI Robotics
  • Epicor Vantage ERP
  • Materials management software
  • Microsoft Office software
  • Extensible markup language XML
  • Sight Machine AI
  • Microsoft Outlook
  • DeepSeek
  • Total quality management TQM software
  • Database software
  • QA Software QMS Materials Management
  • Kronos Workforce Timekeeper
  • Supervisory control and data acquisition SCADA software
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  • Autodesk AutoCAD
  • Inventory management software
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  • HCSS HeavyJob
  • Laser scanners
  • Safety shoes
  • Respirators
  • Notebook computers
  • Operator terminals
  • Personal computers
  • Desktop computers
  • Laser printers
  • Safety glasses
  • Hard hats
  • Personal protective clothing

Alternative Job Titles