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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.

Orthodontist

6

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.

Pest Management Specialist

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

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.

Show the tasks that match
  • YOUR JOB Monitor patient progress throughout treatment, making necessary adjustments to appliances to ensure optimal results.THIS JOB Monitor and evaluate the effectiveness of pest control treatments, making adjustments as necessary.shared: monitor, treatment, necessary, adjustment
  • YOUR JOB Develop and implement personalized treatment plans, including braces and aligners, tailored to individual patient needs.THIS JOB Develop tailored pest management plans based on specific client needs and environmental considerations.shared: develop, plan, tailored
  • YOUR JOB Educate patients and their families about oral hygiene practices and the importance of orthodontic care.THIS JOB Educate clients on pest prevention strategies and the importance of maintaining a pest-free environment.shared: educate, importance
The full cardWill AI take it?Moves from here

Human Factors Specialist

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

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 on the latest orthodontic technologies and techniques through continuous professional development.THIS JOB Stay updated on the latest research and advancements in human factors and ergonomics.shared: stay, updated, latest
  • YOUR JOB Develop and implement personalized treatment plans, including braces and aligners, tailored to individual patient needs.THIS JOB Develop and implement guidelines and best practices for human-centered design.shared: develop, impl
The full cardWill AI take it?Moves from here

Veterinary Ophthalmologist

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

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.

Show the tasks that match
  • YOUR JOB Conduct comprehensive patient assessments and diagnostic evaluations using advanced imaging techniques.THIS JOB Diagnose ocular diseases and conditions through advanced imaging and diagnostic tools.shared: diagnostic, advanced, imag
  • YOUR JOB Collaborate with dental teams, including general dentists and oral surgeons, to ensure comprehensive patient care.THIS JOB Collaborate with pet owners and general veterinarians to create comprehensive treatment plans.shared: collaborate, general, comprehensive
  • YOUR JOB Stay updated on the latest orthodontic technologies and techniques through continuous professional development.THIS JOB Stay updated on the latest research and advancements in veterinary ophthalmology.shared: stay, updated, latest
The full cardWill AI take it?Moves from here

Veterinary Dermatologist

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

5AI EXPOSURE TODAY

6 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 Develop and implement personalized treatment plans, including braces and aligners, tailored to individual patient needs.THIS JOB Develop and implement treatment plans, including medications and therapies.shared: develop, impl, treatment, plan
  • YOUR JOB Monitor patient progress throughout treatment, making necessary adjustments to appliances to ensure optimal results.THIS JOB Manage follow-up appointments to monitor treatment progress and adjust plans as necessary.shared: monitor, progres, treatment, necessary
  • YOUR JOB Collaborate with dental teams, including general dentists and oral surgeons, to ensure comprehensive patient care.THIS JOB Collaborate with other veterinary specialists to provide comprehensive care.shared: collaborate, comprehensive, care
The full cardWill AI take it?Moves from here

Animal Trainer

A STEP BACK ON LEVEL OR PAYAnimal Care · a different field · from £20,000 - £25,000

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 Develop and implement personalized treatment plans, including braces and aligners, tailored to individual patient needs.THIS JOB Assess animals' behavior and develop tailored training plans.shared: develop, plan, tailored
  • YOUR JOB Conduct comprehensive patient assessments and diagnostic evaluations using advanced imaging techniques.THIS JOB Conduct training sessions using positive reinforcement techniques.shared: conduct, techniqu
  • YOUR JOB Monitor patient progress throughout treatment, making necessary adjustments to appliances to ensure optimal results.THIS JOB Monitor and record the progress of each animal during training.shared: monitor, progres
The full cardWill AI take it?Moves from here

Pilates Teacher

A STEP BACK ON LEVEL OR PAYFitness & Leisure · a different field · from £20,000 - £30,000

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 Develop and implement personalized treatment plans, including braces and aligners, tailored to individual patient needs.THIS JOB Design and implement engaging Pilates classes tailored to various skill levels and individual needs.shared: impl, tailored, individual
  • YOUR JOB Stay updated on the latest orthodontic technologies and techniques through continuous professional development.THIS JOB Stay updated on the latest trends and research in Pilates and holistic health to continually enhance teaching methods.shared: stay, updated, latest
  • YOUR JOB Conduct comprehensive patient assessments and diagnostic evaluations using advanced imaging techniques.THIS JOB Conduct thorough assessments of clients' physical abilities and limitations to provide personalized guidance.shared: conduct, assessment
The full cardWill 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

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 Develop and implement personalized treatment plans, including braces and aligners, tailored to individual patient needs.THIS JOB Collaborate with pet owners to develop treatment plans and educate them on animal care.shared: develop, treatment, plan
  • YOUR JOB Stay updated on the latest orthodontic technologies and techniques through continuous professional development.THIS JOB Stay updated with the latest veterinary practices and advancements.shared: stay, updated, latest
  • YOUR JOB Manage patient records and treatment documentation with precision and confidentiality.THIS JOB Maintain detailed medical records and manage follow-up care for patients.shared: manage, patient, record
The full cardWill AI take it?Moves from here

Other Pest Controllers

A STEP BACK ON LEVEL OR PAYCleaning & Facilities · 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 on the latest orthodontic technologies and techniques through continuous professional development.THIS JOB Stay updated on the latest pest control technologies and best practices through continuous training.shared: stay, updated, latest, technolog, continuou
  • YOUR JOB Develop and implement personalized treatment plans, including braces and aligners, tailored to individual patient needs.THIS JOB Develop and implement effective pest management plans tailored to specific environments.shared: develop, impl, plan, tailored
  • YOUR JOB Educate patients and their families about oral hygiene practices and the importance of orthodontic care.THIS JOB Educate clients on preventative measures and safe practices to minimize pest risks.shared: educate, practic
The full cardWill 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.