Biophysicist
18AI USED FOR18%moving to63%
THE DOOR, NOWB
THE DOOR, 20 YRSD
STARTING PAY£30,000 - £40,000
NO MOATNo physical, legal or personal barrier protects this work from software.
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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.
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.
Veterinary Pathologist
5AI USED FOR
5 of your tasks carry across. AI is used for 13 points less of this work than yours (5% against your 18%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Analyze biological samples using advanced techniques such as chromatography and mass spectrometry.THIS JOB Prepare and analyze histopathological slides using advanced microscopy techniques.shared: analyze, advanced, techniqu
- YOUR JOB Stay updated on the latest scientific literature and advancements in biochemistry.THIS JOB Stay updated on the latest veterinary research and diagnostic techniques.shared: stay, updated, latest
- YOUR JOB Collaborate with interdisciplinary teams to design and implement research projects.THIS JOB Collaborate with veterinarians and researchers to interpret diagnostic results.shared: collaborate, research
Remote Sensing Specialist
15AI USED FOR
5 of your tasks carry across. AI is used for 3 points less of this work than yours (15% against your 18%). 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 interdisciplinary teams to design and implement research projects.THIS JOB Collaborate with interdisciplinary teams to integrate remote sensing data into broader research and policy initiatives.shared: collaborate, interdisciplinary, research
- YOUR JOB Maintain accurate records of experiments and write detailed reports on findings.THIS JOB Prepare detailed reports and visual presentations to communicate findings to stakeholders and decision-makers.shared: detailed, report, find
- YOUR JOB Present research results to colleagues and stakeholders through written reports and presentations.THIS JOB Prepare detailed reports and visual presentations to communicate findings to stakeholders and decision-makers.shared: present, stakehold, report
Qualified Accountant Auditor
55AI USED FOR
5 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 C - hard; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Maintain accurate records of experiments and write detailed reports on findings.THIS JOB Prepare detailed audit reports summarizing findings and recommendations for clients.shared: detailed, report, find
- YOUR JOB Stay updated on the latest scientific literature and advancements in biochemistry.THIS JOB Stay updated with the latest accounting standards and regulations to ensure best practices.shared: stay, updated, latest
- YOUR JOB Present research results to colleagues and stakeholders through written reports and presentations.THIS JOB Present audit findings to stakeholders and assist in implementing corrective actions.shared: present, stakehold
Risk Manager
30AI USED FOR
5 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 Maintain accurate records of experiments and write detailed reports on findings.THIS JOB Prepare detailed risk reports for senior management and stakeholders.shared: detailed, report
- YOUR JOB Present research results to colleagues and stakeholders through written reports and presentations.THIS JOB Prepare detailed risk reports for senior management and stakeholders.shared: stakehold, report
- YOUR JOB Stay updated on the latest scientific literature and advancements in biochemistry.THIS JOB Stay updated on industry trends and emerging risks that could impact the organisation.shared: stay, updated
Human Factors Specialist
5AI USED FOR
4 of your tasks carry across. AI is used for 13 points less of this work than yours (5% against your 18%). 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 scientific literature and advancements in biochemistry.THIS JOB Stay updated on the latest research and advancements in human factors and ergonomics.shared: stay, updated, latest, advanc
- YOUR JOB Maintain accurate records of experiments and write detailed reports on findings.THIS JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.shared: detailed, report, find
- YOUR JOB Present research results to colleagues and stakeholders through written reports and presentations.THIS JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.shared: present, stakehold, report
Surgeon
6AI USED FOR
4 of your tasks carry across. AI is used for 12 points less of this work than yours (6% against your 18%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Maintain accurate records of experiments and write detailed reports on findings.THIS JOB Maintain detailed and accurate medical records, documenting surgical procedures and patient progress.shared: maintain, accurate, record, detailed
- YOUR JOB Stay updated on the latest scientific literature and advancements in biochemistry.THIS JOB Stay updated with the latest surgical techniques and advancements in medical technology through continuous education and training.shared: stay, updated, latest, advanc
- YOUR JOB Collaborate with interdisciplinary teams to design and implement research projects.THIS JOB Participate in clinical audits and research projects to contribute to the advancement of surgical practices.shared: research, project
Sustainable Agriculture Specialist
8AI USED FOR
4 of your tasks carry across. AI is used for 10 points less of this work than yours (8% against your 18%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Maintain accurate records of experiments and write detailed reports on findings.THIS JOB Prepare detailed reports and presentations to share findings with stakeholders.shared: detailed, report, find
- YOUR JOB Present research results to colleagues and stakeholders through written reports and presentations.THIS JOB Prepare detailed reports and presentations to share findings with stakeholders.shared: present, stakehold, report
- YOUR JOB Ensure compliance with health and safety regulations in the laboratory.THIS JOB Monitor environmental impact and compliance with sustainability regulations.shared: compliance, regul
Clinical Research Coordinator
10AI USED FOR
4 of your tasks carry across. AI is used for 8 points less of this work than yours (10% against your 18%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Mentor and train junior staff or students in laboratory techniques and safety protocols.THIS JOB Conduct training sessions for research staff and ensure adherence to study protocols.shared: train, staff, protocol
- YOUR JOB Conduct experiments to study the chemical processes within and related to living organisms.THIS JOB Conduct training sessions for research staff and ensure adherence to study protocols.shared: conduct, study
- YOUR JOB Maintain accurate records of experiments and write detailed reports on findings.THIS JOB Collect and maintain accurate data, ensuring integrity and confidentiality in accordance with GCP guidelines.shared: maintain, accurate
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.