Alex Lockey Let’s talk

Chartered architectural technologists

planning officers and consultants

Professional occupations, SOC 2020 code 2452. Back to the map

Chartered architectural technologists, planning officers and consultants direct or undertake the planning of the layout and the co-ordination of plans for the development of urban and rural areas, provide architectural design services, and negotiate and manage the development from conception to completion of construction projects and lead on a variety of technical functions and solutions in the design of buildings and the layout of urban and rural areas.

Employees (UK)
20k
Median annual pay
£34,951
Exposure score ?
0.0/10 Minimal 9.5/10 Very high strict reading, with tools is 9.5/10 with-tools reading, strict is 0.0/10
Wage exposure
£0 £0

Higher exposure than 3% of the 379 UK occupations we scored.

Read the score as
What a model can do unaided. A model plus workflow tools, closer to how work runs in 2026.

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.

Almost every routine task in this role is within reach of today's models. Roles like this are being rebuilt, usually not by disappearing but by one person using AI to produce what several did.

If you are in this role

Be the person doing the rebuilding. People who learn to run this kind of work with AI become very valuable, and the ones who wait tend to have the change made for them.

Two clerks at the US Census Bureau punching population cards on a pantograph and a keypunch, with filing boxes behind them

Where the work usually starts.

This role's strict reading is low because its top tasks are judgement, not drafting. The three highest-stakes tasks below are still usually where the work starts. Switch to With tools to see what AI plus the right context can take on.

  1. Design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.

    O*NET importance 4.7 of 5 Still needs a person under the strict reading

  2. Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.

    O*NET importance 4.6 of 5 Still needs a person under the strict reading

  3. Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables, such as population density.

    O*NET importance 4.6 of 5 Still needs a person under the strict reading

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.

  1. Design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.

    O*NET importance 4.7 of 5 AI can do this with workflow tools

  2. Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.

    O*NET importance 4.6 of 5 AI can do this with workflow tools

  3. Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables, such as population density.

    O*NET importance 4.6 of 5 AI can do this with workflow tools

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.

What AI can already do

0 of 25 tasks, unaided

No tasks here are labelled as something an LLM can do unaided. Switch to 'With tools' above to see what changes when AI is paired with the right context.

What still needs a person

25 of 25 tasks

  1. Design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.

    Importance 4.7 of 5

  2. Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.

    Importance 4.6 of 5

  3. Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables, such as population density.

    Importance 4.6 of 5

  4. Hold public meetings with government officials, social scientists, lawyers, developers, the public, or special interest groups to formulate, develop, or address issues regarding land use or community plans.

    Importance 4.6 of 5

  5. Mediate community disputes or assist in developing alternative plans or recommendations for programs or projects.

    Importance 4.4 of 5

  6. Recommend approval, denial, or conditional approval of proposals.

    Importance 4.3 of 5

  7. Conduct field investigations, surveys, impact studies, or other research to compile and analyze data on economic, social, regulatory, or physical factors affecting land use.

    Importance 4.3 of 5

  8. Evaluate proposals for infrastructure projects or other development for environmental impact or sustainability.

    Importance 4.3 of 5

  9. Discuss with planning officials the purpose of land use projects, such as transportation, conservation, residential, commercial, industrial, or community use.

    Importance 4.2 of 5

  10. Keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations.

    Importance 4.2 of 5

  11. Assess the feasibility of land use proposals and identify necessary changes.

    Importance 4.1 of 5

  12. Determine the effects of regulatory limitations on land use projects.

    Importance 3.9 of 5

  13. Review and evaluate environmental impact reports pertaining to private or public planning projects or programs.

    Importance 3.9 of 5

  14. Supervise or coordinate the work of urban planning technicians or technologists.

    Importance 3.8 of 5

  15. Develop plans for public or alternative transportation systems for urban or regional locations to reduce carbon output associated with transportation.

    Importance 3.8 of 5

  16. Identify opportunities or develop plans for sustainability projects or programs to improve energy efficiency, minimize pollution or waste, or restore natural systems.

    Importance 3.8 of 5

  17. Coordinate work with economic consultants or architects during the formulation of plans or the design of large pieces of infrastructure.

    Importance 3.7 of 5

  18. Advocate sustainability to community groups, government agencies, the general public, or special interest groups.

    Importance 3.6 of 5

  19. Investigate property availability for purposes of development.

    Importance 3.3 of 5

  20. Conduct interviews, surveys and site inspections concerning factors that affect land usage, such as zoning, traffic flow and housing.

  21. Prepare reports, using statistics, charts, and graphs, to illustrate planning studies in areas such as population, land use, or zoning.

  22. Prepare, develop and maintain maps and databases.

  23. Prepare, maintain and update files and records, including land use data and statistics.

  24. Research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.

  25. Respond to public inquiries and complaints.

What AI can already do

24 of 25 tasks, with tools

  1. Design, promote, or administer government plans or policies affecting land use, zoning, public utilities, community facilities, housing, or transportation.

    Importance 4.7 of 5

  2. Advise planning officials on project feasibility, cost-effectiveness, regulatory conformance, or possible alternatives.

    Importance 4.6 of 5

  3. Create, prepare, or requisition graphic or narrative reports on land use data, including land area maps overlaid with geographic variables, such as population density.

    Importance 4.6 of 5

  4. Mediate community disputes or assist in developing alternative plans or recommendations for programs or projects.

    Importance 4.4 of 5

  5. Recommend approval, denial, or conditional approval of proposals.

    Importance 4.3 of 5

  6. Conduct field investigations, surveys, impact studies, or other research to compile and analyze data on economic, social, regulatory, or physical factors affecting land use.

    Importance 4.3 of 5

  7. Evaluate proposals for infrastructure projects or other development for environmental impact or sustainability.

    Importance 4.3 of 5

  8. Discuss with planning officials the purpose of land use projects, such as transportation, conservation, residential, commercial, industrial, or community use.

    Importance 4.2 of 5

  9. Keep informed about economic or legal issues involved in zoning codes, building codes, or environmental regulations.

    Importance 4.2 of 5

  10. Assess the feasibility of land use proposals and identify necessary changes.

    Importance 4.1 of 5

  11. Determine the effects of regulatory limitations on land use projects.

    Importance 3.9 of 5

  12. Review and evaluate environmental impact reports pertaining to private or public planning projects or programs.

    Importance 3.9 of 5

  13. Supervise or coordinate the work of urban planning technicians or technologists.

    Importance 3.8 of 5

  14. Develop plans for public or alternative transportation systems for urban or regional locations to reduce carbon output associated with transportation.

    Importance 3.8 of 5

  15. Identify opportunities or develop plans for sustainability projects or programs to improve energy efficiency, minimize pollution or waste, or restore natural systems.

    Importance 3.8 of 5

  16. Coordinate work with economic consultants or architects during the formulation of plans or the design of large pieces of infrastructure.

    Importance 3.7 of 5

  17. Advocate sustainability to community groups, government agencies, the general public, or special interest groups.

    Importance 3.6 of 5

  18. Investigate property availability for purposes of development.

    Importance 3.3 of 5

  19. Conduct interviews, surveys and site inspections concerning factors that affect land usage, such as zoning, traffic flow and housing.

  20. Prepare reports, using statistics, charts, and graphs, to illustrate planning studies in areas such as population, land use, or zoning.

  21. Prepare, develop and maintain maps and databases.

  22. Prepare, maintain and update files and records, including land use data and statistics.

  23. Research, compile, analyze and organize information from maps, reports, investigations, and books for use in reports and special projects.

  24. Respond to public inquiries and complaints.

What still needs a person

1 of 25 tasks

  1. Hold public meetings with government officials, social scientists, lawyers, developers, the public, or special interest groups to formulate, develop, or address issues regarding land use or community plans.

    Importance 4.6 of 5

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.

What it means for your sector.

All guides

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.

Pictures

An email when there’s something worth reading.

What I’m building, what’s working, and what it cost. Unsubscribe in one click.

Free. No spam.