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Automation Risk Analysis

Will “Agricultural Services Director” 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%

“Agricultural Services Director” 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%

“Agricultural Services Director” 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 conduct studies or research on issues affecting areas of responsibility.

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

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

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

  • Organize or approve promotional campaigns.

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

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

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

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

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

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

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

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

  • 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.

  • Nominate citizens to boards or commissions.

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles