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Automation Risk Analysis

Will “Wastewater Treatment 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 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 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

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

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

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

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

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

  • Plan and develop new products and production processes.

  • 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.

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

  • Enforce safety and sanitation regulations.

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

  • 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.

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

  • Keep records of employees' attendance and hours worked.

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

  • Evaluate employee performance.

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

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

  • Set up and adjust machines and equipment.

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

Technologies & Software

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

Alternative Job Titles