UK AI Exposure · Professional occupations
Education advisers and school inspectors
Education advisers and school inspectors plan, organise and direct the educational activities and resources in a local authority education area, and undertake inspections of schools and other training establishments excluding universities.
- Employees (UK)
- 22k
- Median annual pay
- £41,535
- Exposure score ?
- 1.7/10 Minimal direct 1.7 · with tools 7.6
- Wage exposure
- £155m
Higher exposure than 74% 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.
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.
6 of 30 tasks in this role are things an AI can already do today. Task list mapped via O*NET "Instructional Coordinators" (25-9031.00).
Interpret and enforce provisions of state education codes and rules and regulations of state education boards.
Prepare or approve manuals, guidelines, and reports on state educational policies and practices for distribution to school districts.
Define instructional, learning, or performance objectives.
Develop instructional materials, such as lesson plans, handouts, or examinations.
Develop master course documentation or manuals according to applicable accreditation, certification, or other requirements.
Edit instructional materials, such as books, simulation exercises, lesson plans, instructor guides, and tests.
Observe work of teaching staff to evaluate performance and to recommend changes that could strengthen teaching skills.
Plan and conduct teacher training programs and conferences dealing with new classroom procedures, instructional materials and equipment, and teaching aids.
Conduct or participate in workshops, committees, and conferences designed to promote the intellectual, social, and physical welfare of students.
Advise teaching and administrative staff in curriculum development, use of materials and equipment, and implementation of state and federal programs and procedures.
Advise and teach students.
Prepare grant proposals, budgets, and program policies and goals or assist in their preparation.
Recommend, order, or authorize purchase of instructional materials, supplies, equipment, and visual aids designed to meet student educational needs and district standards.
Update the content of educational programs to ensure that students are being trained with equipment and processes that are technologically current.
Address public audiences to explain program objectives and to elicit support.
Research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.
Coordinate activities of workers engaged in cataloging, distributing, and maintaining educational materials and equipment in curriculum libraries and laboratories.
Adapt instructional content or delivery methods for different levels or types of learners.
Analyze performance data to determine effectiveness of instructional systems, courses, or instructional materials.
Assess effectiveness and efficiency of instruction according to ease of instructional technology use and student learning, knowledge transfer, and satisfaction.
Conduct needs assessments and strategic learning assessments to develop the basis for curriculum development or to update curricula.
Design instructional aids for stand-alone or instructor-led classroom or online use.
Design learning products, including Web-based aids or electronic performance support systems.
Develop measurement tools to evaluate the effectiveness of instruction or training interventions.
Interview subject-matter experts or conduct other research to develop instructional content.
Present and make recommendations regarding course design, technology, and instruction delivery options.
Provide analytical support for the design and development of training curricula, learning strategies, educational policies, or courseware standards.
Recommend changes to curricula or delivery methods, based on information such as instructional effectiveness data, current or future performance requirements, feasibility, and costs.
Research and evaluate emerging instructional technologies or methods.
Teach instructors to use instructional technology or to integrate technology with teaching.
Where a project with Alex usually starts for this role
These are the highest-importance tasks in this role that a language model can already handle directly. In a typical engagement the first wins come from building workflows around these, so they stop eating your team's time.
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Interpret and enforce provisions of state education codes and rules and regulations of state education boards.
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Prepare or approve manuals, guidelines, and reports on state educational policies and practices for distribution to school districts.
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Define instructional, learning, or performance 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 →
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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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