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Automation Risk Analysis

Will “Wastewater Treatment Plant Operator Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Wastewater Treatment Plant Operator 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%

“Wastewater Treatment Plant Operator 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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

  • Evaluate employee performance.

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

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

  • 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.

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

  • Enforce safety and sanitation regulations.

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

  • Plan and develop new products and production processes.

  • 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.

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

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

  • Set up and adjust machines and equipment.

  • 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.

Technologies & Software

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

Alternative Job Titles