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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.

Flying Instructors

15

Education and Teaching

AI IMPACT
AI USED FOR15%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSC
STARTING PAY£30,000 - £40,000
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
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.

Helicopter Pilot

A STEP UPTransport & Logistics · a different field · from £40,000 - £50,000

12AI USED FOR

5 of your tasks carry across. AI is used for 3 points less of this work than yours (12% against your 15%). 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 the latest aviation technologies and training methodologies.THIS JOB Engage in continuous training and professional development to stay updated with the latest aviation technologies and regulations.shared: stay, updated, latest, aviation, technolog, train
  • YOUR JOB Organize and plan flight routes, considering weather conditions and air traffic control instructions.THIS JOB Plan flight paths and communicate with air traffic control to navigate safely through busy airspace.shared: plan, flight, traffic, control
  • YOUR JOB Ensure compliance with safety regulations and maintain accurate training records.THIS JOB Conduct pre-flight inspections of the helicopter to ensure safety and compliance with regulations.shared: compliance, safety, regul

Sustainable Agriculture Specialist

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

8AI USED FOR

4 of your tasks carry across. AI is used for 7 points less of this work than yours (8% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Evaluate student performance through assessments and provide constructive feedback.THIS JOB Conduct field assessments to evaluate soil health and crop performance.shared: evaluate, performance, assessment
  • YOUR JOB Deliver practical flight training in various aircraft types, adjusting techniques to suit individual student needs.THIS JOB Collaborate with farmers and agricultural organizations to provide training on sustainable techniques.shared: train, techniqu
  • YOUR JOB Ensure compliance with safety regulations and maintain accurate training records.THIS JOB Monitor environmental impact and compliance with sustainability regulations.shared: compliance, regul

Anaesthetist

A STEP UPMedicine and Dentistry · a different field · from £40,000 - £50,000

6AI USED FOR

3 of your tasks carry across. AI is used for 9 points less of this work than yours (6% against your 15%). 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 the latest aviation technologies and training methodologies.THIS JOB Stay updated on the latest anaesthetic techniques and technologies through continuous professional development.shared: stay, updated, latest, technolog
  • YOUR JOB Ensure compliance with safety regulations and maintain accurate training records.THIS JOB Maintain accurate records of anaesthetic procedures and patient responses.shared: maintain, accurate, record
  • YOUR JOB Evaluate student performance through assessments and provide constructive feedback.THIS JOB Conduct pre-operative assessments to evaluate patient health and medical history.shared: evaluate, assessment

Anesthesiologist

A STEP UPMedicine and Dentistry · a different field · from £40,000

6AI USED FOR

3 of your tasks carry across. AI is used for 9 points less of this work than yours (6% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Ensure compliance with safety regulations and maintain accurate training records.THIS JOB Maintain accurate and detailed patient records and documentation.shared: maintain, accurate, record
  • YOUR JOB Stay updated on the latest aviation technologies and training methodologies.THIS JOB Stay updated with the latest advancements in anesthesiology and pain management techniques.shared: stay, updated, latest
  • YOUR JOB Evaluate student performance through assessments and provide constructive feedback.THIS JOB Conduct pre-operative assessments to evaluate patient health and medical history.shared: evaluate, assessment

Senior Home Care Worker

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

6AI USED FOR

3 of your tasks carry across. AI is used for 9 points less of this work than yours (6% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Ensure compliance with safety regulations and maintain accurate training records.THIS JOB Maintain accurate records of care provided and ensure compliance with regulatory standards.shared: compliance, maintain, accurate, record
  • YOUR JOB Stay updated on the latest aviation technologies and training methodologies.THIS JOB Stay updated with best practices and participate in ongoing training and development.shared: stay, updated, train
  • YOUR JOB Foster a positive learning environment that encourages student engagement and confidence.THIS JOB Provide emotional support and companionship, fostering a positive environment for clients.shared: positive, environment

Surgeon

A STEP UPMedicine and Dentistry · a different field · from £40,000 - £50,000

6AI USED FOR

3 of your tasks carry across. AI is used for 9 points less of this work than yours (6% against your 15%). 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 the latest aviation technologies and training methodologies.THIS JOB Stay updated with the latest surgical techniques and advancements in medical technology through continuous education and training.shared: stay, updated, latest, train
  • YOUR JOB Ensure compliance with safety regulations and maintain accurate training records.THIS JOB Maintain detailed and accurate medical records, documenting surgical procedures and patient progress.shared: maintain, accurate, record
  • YOUR JOB Deliver practical flight training in various aircraft types, adjusting techniques to suit individual student needs.THIS JOB Stay updated with the latest surgical techniques and advancements in medical technology through continuous education and training.shared: train, techniqu

Clinical Research Coordinator

A STEP UPSubjects Allied to Medicine · a different field · from £24,000 - £29,000

10AI USED FOR

3 of your tasks carry across. AI is used for 5 points less of this work than yours (10% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Conduct ground school sessions to teach aviation theory and regulations.THIS JOB Conduct training sessions for research staff and ensure adherence to study protocols.shared: conduct, session
  • YOUR JOB Ensure compliance with safety regulations and maintain accurate training records.THIS JOB Collect and maintain accurate data, ensuring integrity and confidentiality in accordance with GCP guidelines.shared: maintain, accurate
  • YOUR JOB Collaborate with other instructors and staff to enhance the training program.THIS JOB Conduct training sessions for research staff and ensure adherence to study protocols.shared: staff, train

Airline Pilot

A STEP UPTransport & Logistics · a different field · from £40,000 - £50,000

12AI USED FOR

3 of your tasks carry across. AI is used for 3 points less of this work than yours (12% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Organize and plan flight routes, considering weather conditions and air traffic control instructions.THIS JOB Communicate with air traffic control regarding flight plans and weather conditions.shared: plan, flight, weath, condition, traffic, control
  • YOUR JOB Deliver practical flight training in various aircraft types, adjusting techniques to suit individual student needs.THIS JOB Conduct pre-flight inspections of the aircraft to ensure safety and compliance.shared: flight, aircraft
  • YOUR JOB Ensure compliance with safety regulations and maintain accurate training records.THIS JOB Conduct pre-flight inspections of the aircraft to ensure safety and compliance.shared: compliance, safety

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.