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Management & Leadership · Updated Aug 2026

Chief Executives

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.

JVS 2.0.0-phase4b
AI Exposure
69/100
High

How much of this occupation’s work can be materially affected by current AI systems.

Replacement Risk
53/100
Moderate

How likely exposure is to translate into reduced human demand.

Includes provisional estimates for AI adoption pressure and labour-market resilience. How this is measured

Evidence quality
Confidence83/100
Task coverage86%

Confidence reflects task coverage, mapping and capability-evidence quality, and how much of the score rests on provisional inputs.

Task-level evidence

What is driving the score?

Occupation scores are built from the task mix—not a single prediction about a job title.

JVS 2.0.0-phase4b
TaskImportanceAI impactExposure
Direct or coordinate activities of businesses or departments concerned with production, pricing, sales, or distribution of products.High
69
Review reports submitted by staff members to recommend approval or to suggest changes.High
67
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.High
69
Direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.High
69
Confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.High
64
Interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals.High
74
Serve as liaisons between organizations, shareholders, and outside organizations.Medium
72
Prepare or present reports concerning activities, expenses, budgets, government statutes or rulings, or other items affecting businesses or program services.High
70
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.High
65
Implement corrective action plans to solve organizational or departmental problems.High
70
Direct non-merchandising departments, such as advertising, purchasing, credit, or accounting.Medium
72
Establish departmental responsibilities and coordinate functions among departments and sites.Medium
70
Deliver speeches, write articles, or present information at meetings or conventions to promote services, exchange ideas, or accomplish objectives.Medium
70
Appoint department heads or managers and assign or delegate responsibilities to them.High
70
Prepare budgets for approval, including those for funding or implementation of programs.High
71
Negotiate or approve contracts or agreements with suppliers, distributors, federal or state agencies, or other organizational entities.High
59
Coordinate the development or implementation of budgetary control systems, recordkeeping systems, or other administrative control processes.Medium
70
Direct or coordinate activities of businesses involved with buying or selling investment products or financial services.Medium
64
Direct or conduct studies or research on issues affecting areas of responsibility.Medium
70
Refer major policy matters to elected representatives for final decisions.Medium
72
Review and analyze legislation, laws, or public policy and recommend changes to promote or support interests of the general population or special groups.Medium
69
Attend and participate in meetings of municipal councils or council committees.Medium
72
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.High
60
Represent organizations or promote their objectives at official functions, or delegate representatives to do so.Medium
72
Most exposed

Where AI can do more

Routine, digitized, and highly repeatable tasks face the greatest pressure.

  1. Interpret and explain policies, rules, regulations, or laws to organizations, government or corporate officials, or individuals.74
  2. Serve as liaisons between organizations, shareholders, and outside organizations.72
  3. Direct non-merchandising departments, such as advertising, purchasing, credit, or accounting.72
  4. Refer major policy matters to elected representatives for final decisions.72
Hardest to automate

Where people still matter

These tasks score lowest on automation feasibility—physical presence, judgement, accountability and real-world variability all resist end-to-end automation.

  1. Direct or coordinate activities of businesses or departments concerned with production, pricing, sales, or distribution of products.01
  2. Review reports submitted by staff members to recommend approval or to suggest changes.02
  3. 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.03
  4. Direct or coordinate an organization's financial or budget activities to fund operations, maximize investments, or increase efficiency.04
  5. Confer with board members, organization officials, or staff members to discuss issues, coordinate activities, or resolve problems.05
Where else this work leads

Related occupations

Occupations O*NET links to this one. Relatedness reflects shared work, not a claim that these roles are safer.

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Beyond AI capability

Adoption and labour-market outlook

Structural factors are kept separate from raw capability so you can see what actually resists automation. Adoption pressure and labour-market resilience are still provisional models—25% of this occupation’s replacement-risk weight rests on them.

Human dependency85
Physical dependency31
Adoption pressure59
Labour-market resilience66
Methodology & sources

O*NET 30.3 occupational data interpreted through the JobsVsAI capability, automation and structural-constraint models.

Confidence83/100
CalculatedAug 21, 2026
Read methodology →