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 7.6/10 High strict reading, with tools is 7.6/10 with-tools reading, strict is 1.7/10
- Wage exposure
- £155m £694m
Higher exposure than 74% of the 379 UK occupations we scored.
What this score means.
Most of this role's work is still hard for AI: physical presence, practised skill, judgement in context and direct care, the things that do not turn into text.
If you are in this role
Nothing here is under pressure today, but the frontier moves. Learn enough to direct AI at the paperwork around the job. People in hands-on roles who can do that become unusually useful inside their organisations.
Most of the routine work in this role can already be done by a capable model. The role does not disappear, but its shape changes, and one person can credibly cover the work of several.
If you are in this role
Stop spending time on what a model can do well. Your value is judgement, relationships and the parts of the work that need you in the room. Redesign the workflow around that before someone else does it for you.

Where the work usually starts.
These are the most important tasks a language model can already handle directly. In a typical engagement the first wins come from building workflows around them, so they stop eating the team's time.
-
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.
These are the most important tasks AI can already handle when paired with the right tools and context. The first wins usually come from building workflows around them. That is the difference between a model that could do the job and one that actually does it inside your business.
-
Interpret and enforce provisions of state education codes and rules and regulations of state education boards.
-
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.
Every role has three or four places like these. Finding them takes an hour. Turning them into a workflow your team actually uses takes a few days.
Every task in the role.
Every O*NET task for this occupation, split by what AI can do unaided and what still needs a person. Importance is O*NET's 1 to 5 rating of how central each task is.
Tasks via O*NET "Instructional Coordinators" (25-9031.00).
What AI can already do
6 of 30 tasks, unaided
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.
What still needs a person
24 of 30 tasks
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.
Tasks via O*NET "Instructional Coordinators" (25-9031.00).
What AI can already do
26 of 30 tasks, with tools
Interpret and enforce provisions of state education codes and rules and regulations of state education boards.
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.
Research, evaluate, and prepare recommendations on curricula, instructional methods, and materials for school systems.
Prepare or approve manuals, guidelines, and reports on state educational policies and practices for distribution to school districts.
Coordinate activities of workers engaged in cataloging, distributing, and maintaining educational materials and equipment in curriculum libraries and laboratories.
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.
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.
What still needs a person
4 of 30 tasks
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.
Address public audiences to explain program objectives and to elicit support.
Stay on top of this.
An email when there is something worth reading: what is real in AI at work, what is noise, and what operators are doing about it.
Free. Unsubscribe any time.
Related occupations.
Other roles in Professional occupations, and roles close by exposure.
What it means for your sector.
This role's score comes from Eloundou et al's 2023 task labels, weighted by O*NET importance within each O*NET-SOC code, then bridged to UK SOC 2020 through ISCO-08 (the ONS coding index) and US SOC 2010 (the BLS crosswalk). Employment and median pay come from ONS ASHE Table 14.7a, 2025 provisional, which covers employees only.
Back to the mapMethodologySources (PDF)Built 29 April 2026
Pictures
- "Census pantograph and 1930s keypunches" by U.S. Census Bureau employees, public domain, via Wikimedia Commons
- "Shepard Barclay, St. Louis lawyer, in his office" by Missouri Historical Society via DPLA, no known copyright restrictions, via Wikimedia Commons
- "Accountant's Office LCCN2016824374" by National Photo Company Collection, public domain, via Wikimedia Commons
- "Employment service in Oulu in the spring 1931" by Finnish Heritage Agency (Museovirasto), CC BY 4.0, via Wikimedia Commons


