Skip to main content
FOR ADULTS · MOVING WITHOUT RETRAINING

Move sideways

Not every change means going back to a classroom. Name the job you do now and see the careers whose day-to-day work already overlaps yours, with the shared tasks shown so you can judge the match yourself. Measured August 2026.

The job you have

Measured by the same engine as every career on this site. This is the number the moves below are compared against.

Heating and Ventilating Engineer

28

Engineering and Technology

AI IMPACT
AI USED FOR28%moving to73%
THE DOOR, NOWB
THE DOOR, 20 YRSD
STARTING PAY£28,000 - £34,000
NO MOATNo physical, legal or personal barrier protects this work from software.
See the full card →

8 moves your day-to-day already reaches

Each one shares real tasks with your job and sits in a better position against AI: less of the work already automated, or something structural protecting it that your job does not have. The shared tasks are quoted underneath, in both jobs' own words, so you can judge the match rather than trust a score.

Chief Inspector

A STEP UPPublic Services & Government · a different field · from £40,000 - £50,000

19AI USED FOR

3 of your tasks carry across. AI is used for 9 points less of this work than yours (19% against your 28%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Stay updated on industry trends, codes, and regulations to ensure best practices.THIS JOB Stay updated on legislation and emerging trends in policing and public safety.shared: stay, updated, trend
  • YOUR JOB Oversee the installation of heating and ventilation equipment, ensuring compliance with safety regulations.THIS JOB Conduct thorough inspections and audits of police departments to ensure compliance with regulations.shared: compliance, regul
  • YOUR JOB Prepare technical reports and documentation for system designs and installations.THIS JOB Prepare detailed reports and present findings to senior officials and stakeholders.shared: prepare, report

Campaign Manager

A STEP UPCommunications and Media · a different field · from £28,000 - £34,000

30AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: relational moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Conduct site surveys to assess the heating and ventilation needs of various buildings.THIS JOB Conduct market research to identify target audiences and assess campaign effectiveness.shared: conduct, asses
  • YOUR JOB Prepare technical reports and documentation for system designs and installations.THIS JOB Analyze campaign performance metrics and prepare detailed reports for stakeholders.shared: prepare, report
  • YOUR JOB Stay updated on industry trends, codes, and regulations to ensure best practices.THIS JOB Maintain up-to-date knowledge of industry trends and competitor activities.shared: industry, trend

Construction Project Manager

A STEP UPConstruction & Trades · a different field · from £30,000 - £40,000

30AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: regulatory moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Oversee the installation of heating and ventilation equipment, ensuring compliance with safety regulations.THIS JOB Conduct regular site inspections to monitor progress and compliance with safety regulations.shared: compliance, safety, regul
  • YOUR JOB Conduct site surveys to assess the heating and ventilation needs of various buildings.THIS JOB Conduct regular site inspections to monitor progress and compliance with safety regulations.shared: conduct, site
  • YOUR JOB Prepare technical reports and documentation for system designs and installations.THIS JOB Prepare detailed progress reports and presentations for stakeholders.shared: prepare, report

Facilities Manager

A STEP UPProperty & Housing · a different field · from £30,000 - £40,000

30AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: regulatory moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Oversee the installation of heating and ventilation equipment, ensuring compliance with safety regulations.THIS JOB Conduct regular inspections of facilities to ensure compliance with health and safety regulations.shared: compliance, safety, regul
  • YOUR JOB Collaborate with architects and builders to integrate systems into building plans.THIS JOB Oversee the maintenance and repair of building systems, including HVAC, plumbing, and electrical.shared: build, system
  • YOUR JOB Perform maintenance checks and troubleshoot issues in existing systems.THIS JOB Oversee the maintenance and repair of building systems, including HVAC, plumbing, and electrical.shared: maintenance, system

Project Manager

A STEP UPBusiness and Management · a different field · from £30,000 - £40,000

30AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: relational moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Oversee the installation of heating and ventilation equipment, ensuring compliance with safety regulations.THIS JOB Ensure compliance with industry standards and regulations throughout the project lifecycle.shared: compliance, regul
  • YOUR JOB Prepare technical reports and documentation for system designs and installations.THIS JOB Conduct regular status meetings and prepare comprehensive reports for stakeholders.shared: prepare, report
  • YOUR JOB Stay updated on industry trends, codes, and regulations to ensure best practices.THIS JOB Ensure compliance with industry standards and regulations throughout the project lifecycle.shared: industry, regul

Risk Manager

A STEP UPFinance & Accounting · a different field · from £35,000 - £45,000

30AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: regulatory moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Stay updated on industry trends, codes, and regulations to ensure best practices.THIS JOB Stay updated on industry trends and emerging risks that could impact the organisation.shared: stay, updated, industry, trend
  • YOUR JOB Oversee the installation of heating and ventilation equipment, ensuring compliance with safety regulations.THIS JOB Monitor and report on risk exposure and compliance with regulations.shared: compliance, regul
  • YOUR JOB Prepare technical reports and documentation for system designs and installations.THIS JOB Prepare detailed risk reports for senior management and stakeholders.shared: prepare, report

Senior Residential Care Workers

A STEP UPNursing and Midwifery · a different field · from £20,000 - £25,000

6AI USED FOR

2 of your tasks carry across. AI is used for 22 points less of this work than yours (6% against your 28%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Prepare technical reports and documentation for system designs and installations.THIS JOB Manage administrative duties, including documentation and reporting on care standards and incidents.shared: report, document
  • YOUR JOB Stay updated on industry trends, codes, and regulations to ensure best practices.THIS JOB Ensure compliance with regulatory standards and best practices in residential care.shared: best, practic

Farm Manager

A STEP UPAgriculture · a different field · from £30,000 - £35,000

19AI USED FOR

2 of your tasks carry across. AI is used for 9 points less of this work than yours (19% against your 28%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Oversee the installation of heating and ventilation equipment, ensuring compliance with safety regulations.THIS JOB Ensure compliance with health and safety regulations, as well as environmental standards.shared: compliance, safety, regul
  • YOUR JOB Stay updated on industry trends, codes, and regulations to ensure best practices.THIS JOB Monitor crop health and soil conditions, applying best practices for sustainable agriculture.shared: best, practic

Matches come from both careers' own published task lists, not from a similarity score we ask you to trust. A move being listed does not mean an employer will agree: it means the work overlaps and the measurement is better. Retraining routes, if you decide you want one, are on the switch page.