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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.

Aerospace Technician

19

Engineering and Technology

AI IMPACT
AI USED FOR19%moving to64%
THE DOOR, NOWB
THE DOOR, 20 YRSC
STARTING PAY£28,000 - £35,000
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.

Human Factors Specialist

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

5AI USED FOR

5 of your tasks carry across. AI is used for 14 points less of this work than yours (5% against your 19%). 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 with the latest aerospace technologies and industry standards.THIS JOB Stay updated on the latest research and advancements in human factors and ergonomics.shared: stay, updated, latest
  • YOUR JOB Conduct routine inspections and maintenance on aircraft and spacecraft systems.THIS JOB Conduct user research and usability testing to gather insights on human interactions with products and systems.shared: conduct, system
  • YOUR JOB Document maintenance activities and report findings to ensure accurate record-keeping.THIS JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.shared: report, find

Periodontist

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

6AI USED FOR

4 of your tasks carry across. AI is used for 13 points less of this work than yours (6% against your 19%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Diagnose and troubleshoot mechanical and electrical issues using advanced diagnostic tools.THIS JOB Utilize advanced diagnostic tools and technologies to monitor treatment progress.shared: advanced, diagnostic, tool
  • YOUR JOB Stay updated with the latest aerospace technologies and industry standards.THIS JOB Stay updated with the latest research and advancements in periodontal treatment techniques.shared: stay, updated, latest
  • YOUR JOB Collaborate with engineers and other technicians to ensure compliance with safety regulations.THIS JOB Maintain accurate patient records and ensure compliance with health regulations.shared: compliance, regul

Helicopter Pilot

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

12AI USED FOR

4 of your tasks carry across. AI is used for 7 points less of this work than yours (12% against your 19%). 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 with the latest aerospace technologies and industry standards.THIS JOB Engage in continuous training and professional development to stay updated with the latest aviation technologies and regulations.shared: stay, updated, latest, technolog
  • YOUR JOB Collaborate with engineers and other technicians to ensure compliance with safety regulations.THIS JOB Conduct pre-flight inspections of the helicopter to ensure safety and compliance with regulations.shared: compliance, safety, regul
  • YOUR JOB Conduct routine inspections and maintenance on aircraft and spacecraft systems.THIS JOB Conduct pre-flight inspections of the helicopter to ensure safety and compliance with regulations.shared: conduct, inspection

Biotechnology Specialist

A STEP UPBiological Sciences · a different field · from £22,000 - £30,000

18AI USED FOR

4 of your tasks carry across. AI is used for 1 points less of this work than yours (18% against your 19%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Collaborate with engineers and other technicians to ensure compliance with safety regulations.THIS JOB Ensure compliance with health and safety regulations in laboratory practices.shared: compliance, safety, regul
  • YOUR JOB Diagnose and troubleshoot mechanical and electrical issues using advanced diagnostic tools.THIS JOB Analyze and interpret complex biological data using advanced software tools.shared: advanced, tool
  • YOUR JOB Document maintenance activities and report findings to ensure accurate record-keeping.THIS JOB Prepare detailed reports and presentations to communicate findings to stakeholders.shared: report, find

Pest Management Specialist

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

4AI USED FOR

3 of your tasks carry across. AI is used for 15 points less of this work than yours (4% against your 19%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Collaborate with engineers and other technicians to ensure compliance with safety regulations.THIS JOB Apply eco-friendly and effective pest control measures, ensuring compliance with health and safety regulations.shared: compliance, safety, regul
  • YOUR JOB Conduct routine inspections and maintenance on aircraft and spacecraft systems.THIS JOB Conduct thorough inspections of residential and commercial properties to identify pest infestations.shared: conduct, inspection
  • YOUR JOB Document maintenance activities and report findings to ensure accurate record-keeping.THIS JOB Maintain accurate records of pest activity and treatment plans for future reference.shared: accurate, record

Orthodontist

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

6AI USED FOR

3 of your tasks carry across. AI is used for 13 points less of this work than yours (6% against your 19%). 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 with the latest aerospace technologies and industry standards.THIS JOB Stay updated on the latest orthodontic technologies and techniques through continuous professional development.shared: stay, updated, latest, technolog
  • YOUR JOB Diagnose and troubleshoot mechanical and electrical issues using advanced diagnostic tools.THIS JOB Conduct comprehensive patient assessments and diagnostic evaluations using advanced imaging techniques.shared: advanced, diagnostic
  • YOUR JOB Document maintenance activities and report findings to ensure accurate record-keeping.THIS JOB Manage patient records and treatment documentation with precision and confidentiality.shared: document, record

Specialist Medical Practitioners and Consultants

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 13 points less of this work than yours (6% against your 19%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Collaborate with engineers and other technicians to ensure compliance with safety regulations.THIS JOB Maintain accurate and detailed patient records in compliance with medical regulations.shared: compliance, regul
  • YOUR JOB Document maintenance activities and report findings to ensure accurate record-keeping.THIS JOB Maintain accurate and detailed patient records in compliance with medical regulations.shared: accurate, record
  • YOUR JOB Participate in testing and quality assurance processes to validate system functionality.THIS JOB Participate in quality improvement initiatives to enhance patient care and safety.shared: participate, quality

Heritage Conservation Officer

A STEP UPGeography and Earth Sciences · a different field · from £24,000 - £32,000

15AI USED FOR

3 of your tasks carry across. AI is used for 4 points less of this work than yours (15% against your 19%). The door for a new entrant is A - easy; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Collaborate with engineers and other technicians to ensure compliance with safety regulations.THIS JOB Research historical documents and archives to inform conservation strategies and ensure compliance with heritage regulations.shared: compliance, regul
  • YOUR JOB Document maintenance activities and report findings to ensure accurate record-keeping.THIS JOB Prepare detailed documentation and reports for funding applications and grant proposals to secure financial support for conservation projects.shared: document, report
  • YOUR JOB Stay updated with the latest aerospace technologies and industry standards.THIS JOB Stay updated on new conservation techniques, materials, and legislation to continually enhance your expertise in the field.shared: stay, updated

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.