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Automation Risk Analysis

Will “Railroad Commissioner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #70 of 702. Estimated risk: 1.5%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

52%

“Railroad Commissioner” 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

31%

“Railroad Commissioner” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 31% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Chief Executives, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Determine and formulate policies and provide overall direction of companies or private and public sector organizations within guidelines set up by a board of directors or similar governing body. Plan, direct, or coordinate operational activities at the highest level of management with the help of subordinate executives and staff managers.

Avg. Annual Salary $262,930
Avg. Hourly Wage $126.41
Available Jobs (US) 211,850
Job Title & Hierarchy Code (SOC) Chief Executives #11-1011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Chief Executives”

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Core Skills & Abilities

  • Interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals.

  • Refer major policy matters to elected representatives for final decisions.

  • Deliver speeches, write articles, or present information at meetings or conventions to promote services, exchange ideas, or accomplish objectives.

  • Prepare or present reports concerning activities, expenses, budgets, government statutes or rulings, or other items affecting businesses or program services.

  • Implement corrective action plans to solve organizational or departmental problems.

  • Direct human resources activities, including the approval of human resource plans or activities, the selection of directors or other high-level staff, or establishment or organization of major departments.

  • Coordinate the development or implementation of budgetary control systems, recordkeeping systems, or other administrative control processes.

  • Prepare budgets for approval, including those for funding or implementation of programs.

  • Direct non-merchandising departments, such as advertising, purchasing, credit, or accounting.

  • Confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.

  • Negotiate or approve contracts or agreements with suppliers, distributors, federal or state agencies, or other organizational entities.

  • Review and analyze legislation, laws, or public policy and recommend changes to promote or support interests of the general population or special groups.

  • Administer programs for selection of sites, construction of buildings, or provision of equipment or supplies.

  • Organize or approve promotional campaigns.

  • Analyze operations to evaluate performance of a company or its staff in meeting objectives or to determine areas of potential cost reduction, program improvement, or policy change.

  • Direct or conduct studies or research on issues affecting areas of responsibility.

  • Serve as liaisons between organizations, shareholders, and outside organizations.

  • Nominate citizens to boards or commissions.

  • Make presentations to legislative or other government committees regarding policies, programs, or budgets.

  • Conduct or direct investigations or hearings to resolve complaints or violations of laws, or testify at such hearings.

  • Represent organizations or promote their objectives at official functions, or delegate representatives to do so.

  • Preside over, or serve on, boards of directors, management committees, or other governing boards.

  • Direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.

  • Direct, plan, or implement policies, objectives, or activities of organizations or businesses to ensure continuing operations, to maximize returns on investments, or to increase productivity.

  • Direct or coordinate activities of businesses or departments concerned with production, pricing, sales, or distribution of products.

  • Establish departmental responsibilities and coordinate functions among departments and sites.

  • Review reports submitted by staff members to recommend approval or to suggest changes.

  • Appoint department heads or managers and assign or delegate responsibilities to them.

  • Direct or coordinate activities of businesses involved with buying or selling investment products or financial services.

  • Attend and participate in meetings of municipal councils or council committees.

  • Prepare bylaws approved by elected officials, and ensure that bylaws are enforced.

Technologies & Software

  • Mistral (Mistral AI)
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  • HCSS HeavyJob
  • Microsoft Publisher
  • Halogen e360
  • Otter.ai
  • SAP software
  • ChatGPT (OpenAI)
  • Microsoft FRx
  • Gemini (Google)
  • ComputerEase construction accounting software
  • Adobe Acrobat
  • Microsoft PowerPoint
  • AdSense Tracker
  • Oracle Siebel Server Sync
  • Fireflies.ai
  • Sage 50 Accounting
  • Microsoft Word
  • Human resource information system (HRIS)
  • Qwen (Alibaba)
  • Microsoft Excel
  • Microsoft Dynamics
  • Mentimeter
  • Kimi (Moonshot AI)
  • Exact Software Macola ES Labor Performance
  • Claude (Anthropic)
  • Microsoft SharePoint
  • Oracle PeopleSoft
  • Microsoft Dynamics AX
  • Halogen ePraisal
  • DeepSeek
  • Oracle E-Business Suite
  • Structured query language SQL
  • Norchard Solutions Succession Wizard
  • Web browser software
  • HCSS HeavyBid
  • SmugMug Flickr
  • Perplexity AI
  • Microsoft Project
  • Microsoft Office software
  • Motion (AI Scheduler)
  • Online advertising reporting software
  • Infor SSA Human Capital Management
  • Enterprise resource planning ERP software
  • Microsoft Copilot
  • Intuit QuickBooks
  • Notion AI
  • Llama (Meta)
  • Databox
  • Extensible markup language XML
  • Microsoft Outlook
  • Relational database management software
  • Graphic presentation software
  • Atlassian JIRA
  • Email software
  • Lyris HQ Web-Analytics Solution
  • Listserv software
  • Nedstat Sitestat
  • Blackbaud The Raiser's Edge
  • Database reporting software
  • PHP
  • Grok (xAI)
  • Microsoft Dynamics GP
  • Gemini for Workspace
  • Microsoft Access
  • Napkin AI
  • Nova (Amazon)
  • 10-key calculators
  • Desktop computers
  • Universal serial bus USB flash drives
  • Laptop computers
  • Smartphones
  • Personal computers
  • Personal digital assistants PDA

Alternative Job Titles