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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.

IT Product Manager

30

Digital & Technology

AI IMPACT
AI USED FOR30%moving to60%
THE DOOR, NOWB
THE DOOR, 20 YRSC
STARTING PAY£30,000 - £40,000
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
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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 25 points less of this work than yours (5% against your 30%). 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 cross-functional teams including engineering, design, and marketing to define product vision and strategy.THIS JOB Collaborate with cross-functional teams to integrate human factors principles into product design and development.shared: collaborate, cros, functional, design, product
  • YOUR JOB Conduct market research and user feedback sessions to identify customer needs and translate them into product requirements.THIS JOB Conduct user research and usability testing to gather insights on human interactions with products and systems.shared: conduct, research, user, product
  • YOUR JOB Monitor product performance metrics and user engagement to inform future enhancements and iterations.THIS JOB Conduct user research and usability testing to gather insights on human interactions with products and systems.shared: product, user

Industrial Engineer

A STEP UPEngineering and Technology · a different field · from £28,000 - £35,000

28AI USED FOR

4 of your tasks carry across. AI is used for 2 points less of this work than yours (28% against your 30%). 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 cross-functional teams including engineering, design, and marketing to define product vision and strategy.THIS JOB Collaborate with cross-functional teams to optimize supply chain logistics.shared: collaborate, cros, functional
  • YOUR JOB Conduct market research and user feedback sessions to identify customer needs and translate them into product requirements.THIS JOB Conduct time and motion studies to identify inefficiencies in production processes.shared: conduct, identify
  • YOUR JOB Monitor product performance metrics and user engagement to inform future enhancements and iterations.THIS JOB Monitor key performance indicators (KPIs) to assess operational performance.shared: monitor, performance

Biotechnology Specialist

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

18AI USED FOR

3 of your tasks carry across. AI is used for 12 points less of this work than yours (18% against your 30%). 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 cross-functional teams including engineering, design, and marketing to define product vision and strategy.THIS JOB Collaborate with cross-functional teams, including researchers, engineers, and regulatory experts.shared: collaborate, cros, functional
  • YOUR JOB Conduct market research and user feedback sessions to identify customer needs and translate them into product requirements.THIS JOB Conduct experiments to develop new biotechnological products and processes.shared: conduct, product
  • YOUR JOB Develop and prioritize product roadmaps, ensuring alignment with business goals and customer expectations.THIS JOB Conduct experiments to develop new biotechnological products and processes.shared: develop, product

Telecommunications Engineer

A STEP UPEngineering and Technology · a different field · from £28,000 - £35,000

28AI USED FOR

3 of your tasks carry across. AI is used for 2 points less of this work than yours (28% against your 30%). 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 cross-functional teams including engineering, design, and marketing to define product vision and strategy.THIS JOB Collaborate with cross-functional teams to integrate new technologies.shared: collaborate, cros, functional
  • YOUR JOB Conduct market research and user feedback sessions to identify customer needs and translate them into product requirements.THIS JOB Conduct site surveys to assess installation requirements and challenges.shared: conduct, requir
  • YOUR JOB Monitor product performance metrics and user engagement to inform future enhancements and iterations.THIS JOB Monitor network performance and conduct regular maintenance checks.shared: monitor, performance

Telecommunications Engineer

A STEP UPEngineering and Technology · a different field · from £30,000 - £38,000

28AI USED FOR

3 of your tasks carry across. AI is used for 2 points less of this work than yours (28% against your 30%). 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 cross-functional teams including engineering, design, and marketing to define product vision and strategy.THIS JOB Collaborate with cross-functional teams to integrate new technologies and enhance existing systems.shared: collaborate, cros, functional
  • YOUR JOB Conduct market research and user feedback sessions to identify customer needs and translate them into product requirements.THIS JOB Conduct site surveys and feasibility studies to assess project requirements and constraints.shared: conduct, requir
  • YOUR JOB Monitor product performance metrics and user engagement to inform future enhancements and iterations.THIS JOB Monitor network performance and analyze data to recommend improvements.shared: monitor, performance

Radiologist

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

6AI USED FOR

2 of your tasks carry across. AI is used for 24 points less of this work than yours (6% against your 30%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Conduct market research and user feedback sessions to identify customer needs and translate them into product requirements.THIS JOB Conduct research and publish findings to advance the field of radiology.shared: conduct, research
  • YOUR JOB Create and maintain detailed product documentation, including user stories, acceptance criteria, and release notes.THIS JOB Maintain detailed and accurate patient records and reports to ensure continuity of care.shared: maintain, detailed

Education Consultant

A STEP UPEducation and Teaching · a different field · from £30,000 - £35,000

17AI USED FOR

2 of your tasks carry across. AI is used for 13 points less of this work than yours (17% against your 30%). The door for a new entrant is A - easy; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Conduct market research and user feedback sessions to identify customer needs and translate them into product requirements.THIS JOB Conduct in-depth assessments of educational institutions to identify areas for improvement.shared: conduct, identify
  • YOUR JOB Develop and prioritize product roadmaps, ensuring alignment with business goals and customer expectations.THIS JOB Develop tailored strategic plans that align with the institution's goals and educational standards.shared: develop, goal

Broadcast Engineer

A STEP UPDigital & Technology · same field as your job · from £30,000 - £38,000

19AI USED FOR

2 of your tasks carry across. AI is used for 11 points less of this work than yours (19% against your 30%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Monitor product performance metrics and user engagement to inform future enhancements and iterations.THIS JOB Monitor signal quality and performance metrics to ensure compliance with industry standards.shared: monitor, performance, metric
  • YOUR JOB Create and maintain detailed product documentation, including user stories, acceptance criteria, and release notes.THIS JOB Document technical processes and create user manuals for equipment.shared: create, document, user

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.