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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

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

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

  • Organize or approve promotional campaigns.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Nominate citizens to boards or commissions.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles