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Automation Risk Analysis

Will “Snow Removal Supervisor” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Snow Removal 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%

“Snow Removal 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

  • Keep records of employees' attendance and hours worked.

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

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

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

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

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

  • Evaluate employee performance.

  • Plan and develop new products and production processes.

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

  • 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.

  • Enforce safety and sanitation regulations.

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

  • 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.

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles