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Automation Risk Analysis

Will “Pond Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Pond 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%

“Pond 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 management or subordinates to resolve worker problems, complaints, or grievances.

  • 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.

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

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

  • 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.

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

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

  • Enforce safety and sanitation regulations.

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

  • Set up and adjust machines and equipment.

  • Evaluate employee performance.

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

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

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

  • Keep records of employees' attendance and hours worked.

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

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

Technologies & Software

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

Alternative Job Titles