UK AI Exposure · Professional occupations
Education managers
Education managers plan, organise, direct and co-ordinate the administration, support systems and activities that facilitate the effective running of a school, university, college or other educational establishment.
- Employees (UK)
- 51k
- Median annual pay
- £45,043
- Exposure score ?
- 0.3/10 Minimal 8.5/10 Very high strict reading · with tools is 8.5/10 with-tools reading · strict is 0.3/10
- Wage exposure
- £69m £1.95bn
Higher exposure than 17% of the 379 UK occupations we scored.
What this score means
Most of this role's work is still genuinely hard for AI to do. Physical presence, bodily skill, high-context judgment, direct human care - the things that don't translate to text.
If you're in this role, here's what to do now
You're not in the firing line today. But the frontier moves. Build enough AI fluency now that you can direct it for the parts of your work that could benefit. People in unexposed roles who understand AI become unusually valuable inside their organisations.
Almost every routine task in this role is within reach of today's language models. Roles at this level are getting rebuilt - often not by disappearing, but by one person using AI to do three or five people's output.
If you're in this role, here's what to do now
You don't need to be afraid. You need to be the person doing the rebuilding. The operators who learn to direct AI at scale in this kind of work become hugely valuable. The ones who wait to be told what to do get told what to do - and that thing is often 'we don't need as many of you anymore.'
Where a project with Alex usually starts for this role
This role's strict reading is low because its top tasks are judgment, not drafting. The three highest-stakes tasks below are still usually where we start — flip the toggle to 'With tools' to see what AI plus the right context can compress.
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Counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.
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Confer with parents and staff to discuss educational activities, policies, and student behavior or learning problems.
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Determine the scope of educational program offerings, and prepare drafts of course schedules and descriptions to estimate staffing and facility requirements.
These are the highest-importance tasks AI can already handle when paired with the right tools and context. In a typical engagement the first wins come from building workflows around these — usually the difference between an LLM that can technically do the job and one that actually does it inside your business.
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Determine the scope of educational program offerings, and prepare drafts of course schedules and descriptions to estimate staffing and facility requirements.
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Observe teaching methods and examine learning materials to evaluate and standardize curricula and teaching techniques and to determine areas for improvement.
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Collaborate with teachers to develop and maintain curriculum standards, develop mission statements, and set performance goals and objectives.
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 →
The full task breakdown
Every O*NET task for this occupation, split by what AI can already do unaided versus what still needs a human. Importance is O*NET's 1–5 rating of how central each task is to the role.
Tasks via O*NET "Education Administrators, Kindergarten through Secondary" (11-9032.00).
What AI can already do
1 of 32 tasks · unaided
Write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs.
Where humans still hold the line
31 of 32 tasks
Counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.
Confer with parents and staff to discuss educational activities, policies, and student behavior or learning problems.
Determine the scope of educational program offerings, and prepare drafts of course schedules and descriptions to estimate staffing and facility requirements.
Observe teaching methods and examine learning materials to evaluate and standardize curricula and teaching techniques and to determine areas for improvement.
Collaborate with teachers to develop and maintain curriculum standards, develop mission statements, and set performance goals and objectives.
Enforce discipline and attendance rules.
Recruit, hire, train, and evaluate primary and supplemental staff.
Plan and lead professional development activities for teachers, administrators, and support staff.
Direct and coordinate activities of teachers, administrators, and support staff at schools, public agencies, and institutions.
Set educational standards and goals, and help establish policies and procedures to carry them out.
Evaluate curricula, teaching methods, and programs to determine their effectiveness, efficiency, and use, and to ensure compliance with federal, state, and local regulations.
Create school improvement plans, using student performance data.
Determine allocations of funds for staff, supplies, materials, and equipment, and authorize purchases.
Prepare and submit budget requests and recommendations, or grant proposals to solicit program funding.
Establish, coordinate, and oversee particular programs across school districts, such as programs to evaluate student academic achievement.
Plan and develop instructional methods and content for educational, vocational, or student activity programs.
Mentor and support administrative staff members, such as superintendents and principals.
Collect and analyze survey data, regulatory information, and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs.
Advocate for new schools to be built, or for existing facilities to be repaired or remodeled.
Participate in special education-related activities, such as attending meetings and providing support to special educators throughout the district.
Recommend personnel actions related to programs and services.
Prepare, maintain, or oversee the preparation and maintenance of attendance, activity, planning, or personnel reports and records.
Plan, coordinate, and oversee school logistics programs, such as bus and food services.
Review and interpret government codes, and develop programs to ensure adherence to codes and facility safety, security, and maintenance.
Develop partnerships with businesses, communities, and other organizations to help meet identified educational needs and to provide school-to-work programs.
Teach classes or courses to students.
Direct and coordinate school maintenance services and the use of school facilities.
Review and approve new programs, or recommend modifications to existing programs, submitting program proposals for school board approval as necessary.
Meet with federal, state, and local agencies to stay abreast of policies and to discuss improvements for education programs.
Coordinate and direct extracurricular activities and programs, such as after-school events and athletic contests.
Organize and direct committees of specialists, volunteers, and staff to provide technical and advisory assistance for programs.
Tasks via O*NET "Education Administrators, Kindergarten through Secondary" (11-9032.00).
What AI can already do
26 of 32 tasks · with tools
Determine the scope of educational program offerings, and prepare drafts of course schedules and descriptions to estimate staffing and facility requirements.
Observe teaching methods and examine learning materials to evaluate and standardize curricula and teaching techniques and to determine areas for improvement.
Collaborate with teachers to develop and maintain curriculum standards, develop mission statements, and set performance goals and objectives.
Recruit, hire, train, and evaluate primary and supplemental staff.
Plan and lead professional development activities for teachers, administrators, and support staff.
Direct and coordinate activities of teachers, administrators, and support staff at schools, public agencies, and institutions.
Set educational standards and goals, and help establish policies and procedures to carry them out.
Evaluate curricula, teaching methods, and programs to determine their effectiveness, efficiency, and use, and to ensure compliance with federal, state, and local regulations.
Create school improvement plans, using student performance data.
Determine allocations of funds for staff, supplies, materials, and equipment, and authorize purchases.
Prepare and submit budget requests and recommendations, or grant proposals to solicit program funding.
Establish, coordinate, and oversee particular programs across school districts, such as programs to evaluate student academic achievement.
Plan and develop instructional methods and content for educational, vocational, or student activity programs.
Collect and analyze survey data, regulatory information, and data on demographic and employment trends to forecast enrollment patterns and curriculum change needs.
Advocate for new schools to be built, or for existing facilities to be repaired or remodeled.
Participate in special education-related activities, such as attending meetings and providing support to special educators throughout the district.
Recommend personnel actions related to programs and services.
Prepare, maintain, or oversee the preparation and maintenance of attendance, activity, planning, or personnel reports and records.
Plan, coordinate, and oversee school logistics programs, such as bus and food services.
Review and interpret government codes, and develop programs to ensure adherence to codes and facility safety, security, and maintenance.
Develop partnerships with businesses, communities, and other organizations to help meet identified educational needs and to provide school-to-work programs.
Direct and coordinate school maintenance services and the use of school facilities.
Review and approve new programs, or recommend modifications to existing programs, submitting program proposals for school board approval as necessary.
Meet with federal, state, and local agencies to stay abreast of policies and to discuss improvements for education programs.
Write articles, manuals, and other publications, and assist in the distribution of promotional literature about facilities and programs.
Coordinate and direct extracurricular activities and programs, such as after-school events and athletic contests.
Where humans still hold the line
6 of 32 tasks
Counsel and provide guidance to students regarding personal, academic, vocational, or behavioral issues.
Confer with parents and staff to discuss educational activities, policies, and student behavior or learning problems.
Enforce discipline and attendance rules.
Mentor and support administrative staff members, such as superintendents and principals.
Teach classes or courses to students.
Organize and direct committees of specialists, volunteers, and staff to provide technical and advisory assistance for programs.
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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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