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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

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

  • Nominate citizens to boards or commissions.

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

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

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

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

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

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

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

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

  • 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.

  • 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.

  • Organize or approve promotional campaigns.

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles