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Automation Risk Analysis

Will “Road 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%

“Road 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%

“Road 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

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

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

  • Nominate citizens to boards or commissions.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

  • Organize or approve promotional campaigns.

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

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

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

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

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

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

  • 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.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles