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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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

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

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

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

  • Set up and adjust machines and equipment.

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

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

  • Enforce safety and sanitation regulations.

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

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

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

  • 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.

  • Evaluate employee performance.

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

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

  • Plan and develop new products and production processes.

Technologies & Software

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

Alternative Job Titles