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Automation Risk Analysis

Will “Protective Signal Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #73 of 702. Estimated risk: 1.6%

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AI Exposure Risk

51%

“Protective Signal Superintendent” 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%

“Protective Signal Superintendent” 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

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

  • Keep records of employees' attendance and hours worked.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Plan and develop new products and production processes.

  • Evaluate employee performance.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles