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.

Radiologist

Medicine and Dentistry

AI IMPACT

AI EXPOSURE TODAY6

20-YEAR SCENARIO
NOT A FORECAST54%

THE DOOR · ENTRY DIFFICULTY TODAYB

STARTING PAY£40,000

REGULATORY MOATThe law requires human oversight. That human could be you.

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.

Human Factors Specialist

A STEP UPVeterinary Sciences · a different field · from £28,000 - £35,000

5AI EXPOSURE TODAY

3 of your tasks carry across. AI exposure today is 1 points lower for this work than for yours (5 against your 6 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match

YOUR JOB Stay updated with the latest advancements in radiology and medical imaging technologies.THIS JOB Stay updated on the latest research and advancements in human factors and ergonomics.shared: stay, updated, latest, advanc
YOUR JOB Collaborate with healthcare professionals to discuss imaging findings and recommend further diagnostic procedures.THIS JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.shared: find, recommend
YOUR JOB Conduct research and contribute to the development of innovative imaging techniques.THIS JOB Conduct user research and usability testing to gather insights on human interactions with products and systems.shared: conduct, research

The full card Will AI take it?Moves from here

Pest Management Specialist

A STEP UPCleaning & Facilities · a different field · from £25,000 - £30,000

4AI EXPOSURE TODAY

2 of your tasks carry across. AI exposure today is 2 points lower for this work than for yours (4 against your 6 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match

YOUR JOB Maintain accurate and comprehensive patient records and imaging reports.THIS JOB Maintain accurate records of pest activity and treatment plans for future reference.shared: maintain, accurate, record
YOUR JOB Collaborate with healthcare professionals to discuss imaging findings and recommend further diagnostic procedures.THIS JOB Collaborate with other pest control professionals and local authorities to address larger pest issues in the community.shared: collaborate, professional

The full card Will AI take it?Moves from here

Veterinary Ophthalmologist

AT YOUR LEVELVeterinary Sciences · a different field · from £40,000 - £45,000

5AI EXPOSURE TODAY

2 of your tasks carry across. AI exposure today is 1 points lower for this work than for yours (5 against your 6 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match

YOUR JOB Stay updated with the latest advancements in radiology and medical imaging technologies.THIS JOB Stay updated on the latest research and advancements in veterinary ophthalmology.shared: stay, updated, latest, advanc
YOUR JOB Collaborate with healthcare professionals to discuss imaging findings and recommend further diagnostic procedures.THIS JOB Diagnose ocular diseases and conditions through advanced imaging and diagnostic tools.shared: imag, diagnostic

The full card Will AI take it?Moves from here

Veterinary Pathologist

A STEP BACK ON LEVEL OR PAYVeterinary Sciences · a different field · from £35,000 - £40,000

5AI EXPOSURE TODAY

5 of your tasks carry across. AI exposure today is 1 points lower for this work than for yours (5 against your 6 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that. This one reads as a step back on level or entry pay. That is sometimes the right trade to get out of work that is disappearing, but it should be a choice you make with your eyes open, not a surprise.

Show the tasks that match

YOUR JOB Stay updated with the latest advancements in radiology and medical imaging technologies.THIS JOB Stay updated on the latest veterinary research and diagnostic techniques.shared: stay, updated, latest
YOUR JOB Participate in multidisciplinary team meetings to contribute to patient care strategies.THIS JOB Participate in multidisciplinary team meetings to discuss case studies and treatment plans.shared: participate, multidisciplinary, meet
YOUR JOB Collaborate with healthcare professionals to discuss imaging findings and recommend further diagnostic procedures.THIS JOB Collaborate with veterinarians and researchers to interpret diagnostic results.shared: collaborate, diagnostic

The full card Will AI take it?Moves from here

Roofers, Roof Tilers and Slaters

A STEP BACK ON LEVEL OR PAYConstruction & Trades · a different field · from £20,000 - £25,000

4AI EXPOSURE TODAY

4 of your tasks carry across. AI exposure today is 2 points lower for this work than for yours (4 against your 6 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that. This one reads as a step back on level or entry pay. That is sometimes the right trade to get out of work that is disappearing, but it should be a choice you make with your eyes open, not a surprise.

Show the tasks that match

YOUR JOB Stay updated with the latest advancements in radiology and medical imaging technologies.THIS JOB Engage in ongoing training and skill development to stay updated with the latest roofing technologies and techniques.shared: stay, updated, latest, technolog
YOUR JOB Collaborate with healthcare professionals to discuss imaging findings and recommend further diagnostic procedures.THIS JOB Collaborate with other construction professionals, including builders and architects, to ensure seamless integration with the overall project.shared: collaborate, professional
YOUR JOB Educate patients and medical staff about imaging procedures and safety protocols.THIS JOB Utilise scaffolding and safety equipment to work at heights while adhering to strict safety protocols.shared: safety, protocol

The full card Will AI take it?Moves from here

Veterinary Surgeon

A STEP BACK ON LEVEL OR PAYVeterinary Sciences · a different field · from £30,000 - £35,000

5AI EXPOSURE TODAY

4 of your tasks carry across. AI exposure today is 1 points lower for this work than for yours (5 against your 6 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that. This one reads as a step back on level or entry pay. That is sometimes the right trade to get out of work that is disappearing, but it should be a choice you make with your eyes open, not a surprise.

Show the tasks that match

YOUR JOB Stay updated with the latest advancements in radiology and medical imaging technologies.THIS JOB Stay updated with the latest veterinary practices and advancements.shared: stay, updated, latest, advanc
YOUR JOB Maintain accurate and comprehensive patient records and imaging reports.THIS JOB Maintain detailed medical records and manage follow-up care for patients.shared: maintain, patient, record
YOUR JOB Participate in multidisciplinary team meetings to contribute to patient care strategies.THIS JOB Maintain detailed medical records and manage follow-up care for patients.shared: patient, care

The full card Will AI take it?Moves from here

Air-conditioning and Refrigeration Installers and Repairers

A STEP BACK ON LEVEL OR PAYConstruction & Trades · a different field · from £25,000 - £30,000

4AI EXPOSURE TODAY

3 of your tasks carry across. AI exposure today is 2 points lower for this work than for yours (4 against your 6 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that. This one reads as a step back on level or entry pay. That is sometimes the right trade to get out of work that is disappearing, but it should be a choice you make with your eyes open, not a surprise.

Show the tasks that match

YOUR JOB Stay updated with the latest advancements in radiology and medical imaging technologies.THIS JOB Stay updated on the latest technologies and regulations in the HVAC industry to provide the best service possible.shared: stay, updated, latest, technolog
YOUR JOB Collaborate with healthcare professionals to discuss imaging findings and recommend further diagnostic procedures.THIS JOB Conduct thorough diagnostics to identify issues in HVAC systems and recommend effective solutions.shared: recommend, diagnostic
YOUR JOB Maintain accurate and comprehensive patient records and imaging reports.THIS JOB Keep accurate records of work performed, including parts used and services provided.shared: accurate, record

The full card Will AI take it?Moves from here

Aircraft Maintenance and Related Trades

A STEP BACK ON LEVEL OR PAYEngineering and Technology · a different field · from £30,000 - £35,000

4AI EXPOSURE TODAY

Show the tasks that match

YOUR JOB Stay updated with the latest advancements in radiology and medical imaging technologies.THIS JOB Participate in continuous training to stay updated with the latest technologies and regulations.shared: stay, updated, latest, technolog
YOUR JOB Maintain accurate and comprehensive patient records and imaging reports.THIS JOB Maintain accurate records of maintenance activities and compliance with safety regulations.shared: maintain, accurate, record
YOUR JOB Educate patients and medical staff about imaging procedures and safety protocols.THIS JOB Ensure adherence to aviation safety standards and protocols.shared: safety, protocol

The full card Will AI take it?Moves from here

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.