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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.

Human Factors Specialist

5

Veterinary Sciences

AI IMPACT
AI USED FOR5%moving to50%
THE DOOR, NOWB
THE DOOR, 20 YRSD
STARTING PAY£28,000 - £35,000
NO MOATNo physical, legal or personal barrier protects this work from software.
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.

Business Development Manager

A STEP UPBusiness and Management · a different field · from £28,000 - £36,000

30AI USED FOR

4 of your tasks carry across. The same measured exposure, but this work has something yours does not: relational moat. 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 to integrate human factors principles into product design and development.THIS JOB Collaborate with cross-functional teams to align business objectives and ensure service delivery.shared: collaborate, cros, functional
  • YOUR JOB Analyze data from user studies to identify trends and inform design decisions.THIS JOB Track sales metrics and prepare reports for upper management to inform strategic decisions.shared: inform, decision
  • YOUR JOB Develop and implement guidelines and best practices for human-centered design.THIS JOB Develop and implement strategic plans to acquire new clients and retain existing ones.shared: develop, impl

Localization Manager

A STEP UPDigital & Technology · a different field · from £30,000 - £40,000

30AI USED FOR

4 of your tasks carry across. The same measured exposure, but this work has something yours does not: relational moat. 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 to integrate human factors principles into product design and development.THIS JOB Collaborate with cross-functional teams including marketing, product development, and customer support to align localization strategies with business goals.shared: collaborate, cros, functional, product, development
  • YOUR JOB Develop and implement guidelines and best practices for human-centered design.THIS JOB Develop and implement localization workflows and best practices to enhance efficiency and effectiveness.shared: develop, impl, best, practic
  • YOUR JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.THIS JOB Prepare and present reports on localization performance metrics to stakeholders.shared: prepare, report, present, stakehold

Senior Officer in Revenue and Customs

A STEP UPPublic Services & Government · a different field · from £30,000 - £36,000

20AI USED FOR

4 of your tasks carry across. The same measured exposure, but this work has something yours does not: regulatory moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Analyze data from user studies to identify trends and inform design decisions.THIS JOB Analyze complex data sets to identify trends and anomalies in revenue collection.shared: analyze, data, identify, trend
  • YOUR JOB Develop and implement guidelines and best practices for human-centered design.THIS JOB Stay updated on legislative changes and industry practices to ensure best practices.shared: best, practic
  • YOUR JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.THIS JOB Prepare comprehensive reports and documentation for legal proceedings and audits.shared: prepare, report

Campaign Manager

A STEP UPCommunications and Media · a different field · from £28,000 - £34,000

30AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: relational moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.THIS JOB Analyze campaign performance metrics and prepare detailed reports for stakeholders.shared: prepare, detailed, report, stakehold
  • YOUR JOB Conduct user research and usability testing to gather insights on human interactions with products and systems.THIS JOB Conduct market research to identify target audiences and assess campaign effectiveness.shared: conduct, research
  • YOUR JOB Develop and implement guidelines and best practices for human-centered design.THIS JOB Develop and implement multi-channel marketing campaigns that align with business objectives.shared: develop, impl

Chief Inspector

A STEP UPPublic Services & Government · a different field · from £40,000 - £50,000

19AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: physical moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.THIS JOB Prepare detailed reports and present findings to senior officials and stakeholders.shared: prepare, detailed, report, present, find, stakehold
  • YOUR JOB Develop and implement guidelines and best practices for human-centered design.THIS JOB Develop and implement strategic plans to enhance operational efficiency and community relations.shared: develop, impl
  • YOUR JOB Stay updated on the latest research and advancements in human factors and ergonomics.THIS JOB Stay updated on legislation and emerging trends in policing and public safety.shared: stay, updated

Government Affairs Director

A STEP UPEconomics · a different field · from £40,000 - £50,000

30AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: relational moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.THIS JOB Prepare and present position papers, reports, and briefings to senior management and stakeholders.shared: prepare, report, present, stakehold
  • YOUR JOB Collaborate with cross-functional teams to integrate human factors principles into product design and development.THIS JOB Collaborate with cross-functional teams to align business objectives with government policies.shared: collaborate, cros, functional
  • YOUR JOB Develop and implement guidelines and best practices for human-centered design.THIS JOB Develop and implement government relations strategies to influence policy decisions.shared: develop, impl

Nonprofit Program Manager

A STEP UPPublic Services & Government · a different field · from £28,000 - £36,000

30AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: regulatory moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.THIS JOB Prepare reports and presentations for stakeholders to communicate progress and impact.shared: prepare, report, present, communicate, stakehold
  • YOUR JOB Analyze data from user studies to identify trends and inform design decisions.THIS JOB Monitor and evaluate program outcomes, using data to inform decisions and improve effectiveness.shared: data, inform, decision
  • YOUR JOB Develop and implement guidelines and best practices for human-centered design.THIS JOB Develop and implement program strategies that align with the organization's mission and goals.shared: develop, impl

Risk Manager

A STEP UPFinance & Accounting · a different field · from £35,000 - £45,000

30AI USED FOR

3 of your tasks carry across. The same measured exposure, but this work has something yours does not: regulatory moat. The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.THIS JOB Prepare detailed risk reports for senior management and stakeholders.shared: prepare, detailed, report, stakehold
  • YOUR JOB Develop and implement guidelines and best practices for human-centered design.THIS JOB Develop and implement risk management strategies and policies.shared: develop, impl
  • YOUR JOB Stay updated on the latest research and advancements in human factors and ergonomics.THIS JOB Stay updated on industry trends and emerging risks that could impact the organisation.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.