UK AI Exposure · Managers, directors and senior officials
Leisure and sports managers and proprietors
Leisure and sports managers organise and proprietors, direct and co-ordinate the activities and resources required for the provision of sporting, artistic, theatrical and other recreational and amenity services.
- Employees (UK)
- 32k
- Median annual pay
- £33,342
- Exposure score ?
- 2.0/10 Low direct 2.0 · with tools 8.5
- Wage exposure
- £213m
Higher exposure than 81% of the 379 UK occupations we scored.
What this score means
A handful of tasks in this role are touchable by AI, mostly around paperwork, scheduling and basic writing. The shape of the role stays the same - some parts just get faster.
If you're in this role, here's what to do now
Pick the two or three most repetitive things in your week and try an LLM on them. Most people underestimate what Claude or ChatGPT can already do for admin-shaped work. The time you get back is the dividend.
The tasks in this role, ranked by AI exposure
Below are the real tasks O*NET records for this occupation, sorted highest exposure first. "AI can do this" means a language model can already handle the task directly. "AI can help" means an LLM can assist but not replace. "Human work" means today's AI doesn't touch it. Importance is O*NET's 1–5 rating of how central each task is to the role.
2 of 29 tasks in this role are things an AI can already do today. Task list mapped via O*NET "Compliance Managers" (11-9199.02).
Maintain documentation of compliance activities, such as complaints received or investigation outcomes.
Disseminate written policies and procedures related to compliance activities.
Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.
Identify compliance issues that require follow-up or investigation.
Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.
File appropriate compliance reports with regulatory agencies.
Consult with corporate attorneys as necessary to address difficult legal compliance issues.
Conduct or direct the internal investigation of compliance issues.
Provide employee training on compliance related topics, policies, or procedures.
Serve as a confidential point of contact for employees to communicate with management, seek clarification on issues or dilemmas, or report irregularities.
Verify that all regulatory policies and procedures have been documented, implemented, and communicated.
Develop risk management strategies based on assessment of product, compliance, or operational risks.
Prepare management reports regarding compliance operations and progress.
Conduct periodic internal reviews or audits to ensure that compliance procedures are followed.
Keep informed regarding pending industry changes, trends, or best practices.
Monitor compliance systems to ensure their effectiveness.
Direct the development or implementation of policies and procedures related to compliance throughout an organization.
Advise internal management or business partners on the implementation or operation of compliance programs.
Design or implement improvements in communication, monitoring, or enforcement of compliance standards.
Provide assistance to internal or external auditors in compliance reviews.
Advise technical professionals on the development or use of environmental compliance or reporting tools.
Collaborate with human resources departments to ensure the implementation of consistent disciplinary action strategies in cases of compliance standard violations.
Conduct environmental audits to ensure adherence to environmental standards.
Evaluate testing procedures to meet the specifications of environmental monitoring programs.
Review or modify policies or operating guidelines to comply with changes to environmental standards or regulations.
Review communications such as securities sales advertising to ensure there are no violations of standards or regulations.
Oversee internal reporting systems, such as corporate compliance hotlines.
Verify that software technology is in place to adequately provide oversight and monitoring in all required areas.
Direct environmental programs, such as air or water compliance, aboveground or underground storage tanks, spill prevention or control, hazardous waste or materials management, solid waste recycling, medical waste management, indoor air quality, integrated pest management, employee training, or disaster preparedness.
Where a project with Alex usually starts for this role
This role's strict α score is low because its top tasks are judgment, not drafting. But those same tasks compress dramatically when AI is paired with the right context and tools. The three highest-stakes tasks below are usually where we start.
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Report violations of compliance or regulatory standards to duly authorized enforcement agencies as appropriate or required.
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Identify compliance issues that require follow-up or investigation.
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Discuss emerging compliance issues to ensure that management and employees are informed about compliance reporting systems, policies, and practices.
Every role has three or four wedges like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days. Talk to Alex about a project →
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Methodology
This role's exposure score comes from Eloundou et al's 2023 GPT task labels, aggregated by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 via ISCO-08 (ONS Vol 2 coding index) and US SOC 2010 (BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional. ASHE covers employees only, so self-employed workers are not counted.
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