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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

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

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

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

  • 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.

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

  • Nominate citizens to boards or commissions.

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Organize or approve promotional campaigns.

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

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

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

Technologies & Software

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

Alternative Job Titles