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
A STEP UPVeterinary Sciences · a different field · from £35,000 - £40,000
5AI EXPOSURE TODAY
4 of your tasks carry across. AI exposure today is 13 points lower for this work than for yours (5 against your 18 on our index). The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Analyze microbial cultures using advanced techniques such as microscopy, PCR, and DNA sequencing.THIS JOB Prepare and analyze histopathological slides using advanced microscopy techniques.shared: analyze, advanced, techniqu, microscopy
- YOUR JOB Stay updated with the latest research and advancements in microbiology and bacteriology.THIS JOB Stay updated on the latest veterinary research and diagnostic techniques.shared: stay, updated, latest, research
- YOUR JOB Collaborate with cross-functional teams to interpret results and inform public health policies.THIS JOB Collaborate with veterinarians and researchers to interpret diagnostic results.shared: collaborate, interpret, result
Chief Inspector
A STEP UPPublic Services & Government · a different field · from £40,000 - £50,000
19AI EXPOSURE TODAY
4 of your tasks carry across. The same AI exposure today, but this work has something yours does not: physical moat. The entry difficulty today 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 to stakeholders.THIS JOB Prepare detailed reports and present findings to senior officials and stakeholders.shared: prepare, detailed, report, present, find, stakehold
- YOUR JOB Collaborate with cross-functional teams to interpret results and inform public health policies.THIS JOB Stay updated on legislation and emerging trends in policing and public safety.shared: public, polic
- YOUR JOB Maintain laboratory equipment and ensure compliance with health and safety regulations.THIS JOB Conduct thorough inspections and audits of police departments to ensure compliance with regulations.shared: compliance, regul
Environmental Consultant
A STEP UPBiological Sciences · same field as your job · from £20,000 - £30,000
22AI EXPOSURE TODAY
4 of your tasks carry across. The same AI exposure today, but this work has something yours does not: regulatory moat. The entry difficulty today 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 to stakeholders.THIS JOB Prepare detailed reports and presentations for clients, stakeholders, and regulatory bodies.shared: prepare, detailed, report, present, stakehold
- YOUR JOB Conduct experiments to isolate and identify microorganisms from various samples.THIS JOB Conduct environmental audits and risk assessments to identify potential liabilities.shared: conduct, identify
- YOUR JOB Maintain laboratory equipment and ensure compliance with health and safety regulations.THIS JOB Conduct site assessments to evaluate environmental impact and compliance with regulations.shared: compliance, regul
Information Security Director
A STEP UPDigital & Technology · a different field · from £40,000 - £50,000
30AI EXPOSURE TODAY
4 of your tasks carry across. The same AI exposure today, but this work has something yours does not: relational moat. The entry difficulty today for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Conduct experiments to isolate and identify microorganisms from various samples.THIS JOB Conduct risk assessments and vulnerability analyses to identify potential security weaknesses.shared: conduct, identify
- YOUR JOB Collaborate with cross-functional teams to interpret results and inform public health policies.THIS JOB Develop and implement comprehensive information security strategies and policies.shared: inform, polic
- YOUR JOB Maintain laboratory equipment and ensure compliance with health and safety regulations.THIS JOB Monitor security systems and protocols to ensure compliance with industry standards and regulations.shared: compliance, regul
Nuclear Engineer
A STEP UPEngineering and Technology · a different field · from £35,000 - £40,000
28AI EXPOSURE TODAY
4 of your tasks carry across. The same AI exposure today, but this work has something yours does not: regulatory moat. The entry difficulty today 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 to stakeholders.THIS JOB Prepare detailed technical reports and documentation for regulatory submissions and internal assessments.shared: prepare, detailed, report
- YOUR JOB Maintain laboratory equipment and ensure compliance with health and safety regulations.THIS JOB Monitor and analyze the operation of nuclear facilities to ensure compliance with safety regulations.shared: compliance, safety, regul
- YOUR JOB Stay updated with the latest research and advancements in microbiology and bacteriology.THIS JOB Stay updated with advancements in nuclear technology and regulatory changes affecting the industry.shared: stay, updated, advanc
Risk Manager
A STEP UPFinance & Accounting · a different field · from £35,000 - £45,000
30AI EXPOSURE TODAY
4 of your tasks carry across. The same AI exposure today, but this work has something yours does not: regulatory moat. The entry difficulty today 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 to stakeholders.THIS JOB Prepare detailed risk reports for senior management and stakeholders.shared: prepare, detailed, report, stakehold
- YOUR JOB Conduct experiments to isolate and identify microorganisms from various samples.THIS JOB Conduct thorough risk assessments to identify potential threats to the organisation.shared: conduct, identify
- YOUR JOB Maintain laboratory equipment and ensure compliance with health and safety regulations.THIS JOB Monitor and report on risk exposure and compliance with regulations.shared: compliance, regul
School Inspector
A STEP UPPublic Services & Government · a different field · from £35,000 - £45,000
20AI EXPOSURE TODAY
4 of your tasks carry across. The same AI exposure today, but this work has something yours does not: regulatory moat. The entry difficulty today 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 to stakeholders.THIS JOB Prepare detailed reports outlining findings, recommendations, and commendations for school leadership.shared: prepare, detailed, report, find
- YOUR JOB Stay updated with the latest research and advancements in microbiology and bacteriology.THIS JOB Stay updated on educational policies, trends, and research to inform inspection processes.shared: stay, updated, research
- YOUR JOB Collaborate with cross-functional teams to interpret results and inform public health policies.THIS JOB Stay updated on educational policies, trends, and research to inform inspection processes.shared: inform, polic
Human Factors Specialist
A STEP UPVeterinary Sciences · a different field · from £28,000 - £35,000
5AI EXPOSURE TODAY
3 of your tasks carry across. AI exposure today is 13 points lower for this work than for yours (5 against your 18 on our index). The entry difficulty today 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 to stakeholders.THIS JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.shared: prepare, detailed, report, present, communicate, find
- YOUR JOB Stay updated with the latest research and advancements in microbiology and bacteriology.THIS JOB Stay updated on the latest research and advancements in human factors and ergonomics.shared: stay, updated, latest, research, advanc
- YOUR JOB Collaborate with cross-functional teams to interpret results and inform public health policies.THIS JOB Collaborate with cross-functional teams to integrate human factors principles into product design and development.shared: collaborate, cros, functional
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.