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.

Doctor

Medicine and Dentistry

AI IMPACT

AI EXPOSURE TODAY6

20-YEAR SCENARIO
NOT A FORECAST54%

THE DOOR · ENTRY DIFFICULTY TODAYB

STARTING PAY£28,000 - £32,000

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

5 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 Develop and implement treatment plans 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 Maintain accurate patient records and documentation in compliance with legal and ethical standards.THIS JOB Maintain accurate records of pest activity and treatment plans for future reference.shared: maintain, accurate, record
YOUR JOB Conduct thorough patient examinations and assessments to diagnose illnesses.THIS JOB Conduct thorough inspections of residential and commercial properties to identify pest infestations.shared: conduct, thorough

The full card Will AI take it?Moves from here

Veterinary Anaesthetist

A STEP UPVeterinary 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.

Show the tasks that match

YOUR JOB Develop and implement treatment plans tailored to individual patient needs.THIS JOB Collaborate with veterinarians to develop tailored anesthetic plans based on individual animal needs.shared: develop, plan, tailored, individual
YOUR JOB Stay updated with the latest medical research and advancements in treatments.THIS JOB Stay updated with the latest anesthetic techniques and advancements in veterinary medicine.shared: stay, updated, latest, advanc
YOUR JOB Conduct thorough patient examinations and assessments to diagnose illnesses.THIS JOB Conduct pre-anesthetic evaluations of animal patients to assess health and suitability for anesthesia.shared: conduct, patient

The full card Will AI take it?Moves from here

Veterinary Dermatologist

A STEP UPVeterinary Sciences · a different field · from £35,000 - £40,000

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.

Show the tasks that match

YOUR JOB Stay updated with the latest medical research and advancements in treatments.THIS JOB Stay updated on the latest research and advancements in veterinary dermatology.shared: stay, updated, latest, research, advanc
YOUR JOB Conduct thorough patient examinations and assessments to diagnose illnesses.THIS JOB Conduct thorough examinations of animals to diagnose dermatological conditions.shared: conduct, thorough, examin, diagnose
YOUR JOB Develop and implement treatment plans tailored to individual patient needs.THIS JOB Develop and implement treatment plans, including medications and therapies.shared: develop, impl, treatment, plan

The full card Will AI take it?Moves from here

Veterinary Ophthalmologist

A STEP UPVeterinary Sciences · a different field · from £40,000 - £45,000

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 medical research and advancements in treatments.THIS JOB Stay updated on the latest research and advancements in veterinary ophthalmology.shared: stay, updated, latest, research, advanc
YOUR JOB Conduct thorough patient examinations and assessments to diagnose illnesses.THIS JOB Conduct thorough eye examinations on a variety of animal species.shared: conduct, thorough, examin
YOUR JOB Develop and implement treatment plans tailored to individual patient needs.THIS JOB Collaborate with pet owners and general veterinarians to create comprehensive treatment plans.shared: treatment, plan

The full card Will AI take it?Moves from here

Veterinary Pathologist

A STEP UPVeterinary Sciences · a different field · from £35,000 - £40,000

5AI EXPOSURE TODAY

Show the tasks that match

YOUR JOB Stay updated with the latest medical research and advancements in treatments.THIS JOB Stay updated on the latest veterinary research and diagnostic techniques.shared: stay, updated, latest, research
YOUR JOB Conduct thorough patient examinations and assessments to diagnose illnesses.THIS JOB Conduct detailed examinations of animal tissues and organs to diagnose diseases.shared: conduct, examin, diagnose
YOUR JOB Develop and implement treatment plans tailored to individual patient needs.THIS JOB Participate in multidisciplinary team meetings to discuss case studies and treatment plans.shared: treatment, plan

The full card Will 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 with the latest medical research and advancements in treatments.THIS JOB Stay updated on the latest research and advancements in human factors and ergonomics.shared: stay, updated, latest, research, advanc
YOUR JOB Develop and implement treatment plans tailored to individual patient needs.THIS JOB Develop and implement guidelines and best practices for human-centered design.shared: develop, impl

The full card Will AI take it?Moves from here

Veterinary Surgeon

AT YOUR LEVELVeterinary Sciences · a different field · from £30,000 - £35,000

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.

Show the tasks that match

YOUR JOB Conduct thorough patient examinations and assessments to diagnose illnesses.THIS JOB Conduct thorough examinations of animals to diagnose health issues.shared: conduct, thorough, examin, diagnose
YOUR JOB Stay updated with the latest medical research and advancements in treatments.THIS JOB Stay updated with the latest veterinary practices and advancements.shared: stay, updated, latest, advanc
YOUR JOB Develop and implement treatment plans 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

The full card Will AI take it?Moves from here

Animal health inspectors and officers

AT YOUR LEVELAnimal Care · a different field · from £25,000 - £30,000

5AI EXPOSURE TODAY

Show the tasks that match

YOUR JOB Develop and implement treatment plans tailored to individual patient needs.THIS JOB Collaborate with veterinarians and other professionals to develop health management plans for animals.shared: develop, plan
YOUR JOB Collaborate with other healthcare professionals, including nurses and specialists, to provide holistic care.THIS JOB Collaborate with veterinarians and other professionals to develop health management plans for animals.shared: collaborate, professional
YOUR JOB Maintain accurate patient records and documentation in compliance with legal and ethical standards.THIS JOB Conduct regular inspections of farms, slaughterhouses, and animal facilities to ensure compliance with health and welfare standards.shared: compliance, standard

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.