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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

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

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

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

  • 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 develop new products and production processes.

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

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

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

  • Evaluate employee performance.

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

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

  • Keep records of employees' attendance and hours worked.

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

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

  • Set up and adjust machines and equipment.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles