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 EXPOSURE TODAY
5 of your tasks carry across. AI exposure today is 25 points lower for this work than for yours (5 against your 30 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 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 EXPOSURE TODAY
4 of your tasks carry across. AI exposure today is 2 points lower for this work than for yours (28 against your 30 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 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 EXPOSURE TODAY
3 of your tasks carry across. AI exposure today is 12 points lower for this work than for yours (18 against your 30 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 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 EXPOSURE TODAY
3 of your tasks carry across. AI exposure today is 2 points lower for this work than for yours (28 against your 30 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 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 EXPOSURE TODAY
3 of your tasks carry across. AI exposure today is 2 points lower for this work than for yours (28 against your 30 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 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 EXPOSURE TODAY
2 of your tasks carry across. AI exposure today is 24 points lower for this work than for yours (6 against your 30 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 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 EXPOSURE TODAY
2 of your tasks carry across. AI exposure today is 13 points lower for this work than for yours (17 against your 30 on our index). The entry difficulty today 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 EXPOSURE TODAY
2 of your tasks carry across. AI exposure today is 11 points lower for this work than for yours (19 against your 30 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 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.