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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.

Mechanical Design Engineer

28

Engineering and Technology

AI IMPACT
AI USED FOR28%moving to73%
THE DOOR, NOWB
THE DOOR, 20 YRSD
STARTING PAY£30,000 - £38,000
NO MOATNo physical, legal or personal barrier protects this work from software.
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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.

Architectural Services Managers and Directors

A STEP UPBusiness and Management · a different field · from £35,000 - £45,000

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 Stay updated with industry trends and advancements to incorporate cutting-edge technology into designs.THIS JOB Stay updated on industry trends, building codes, and sustainable practices to inform project strategies.shared: stay, updated, industry, trend
  • YOUR JOB Participate in design reviews and present findings to stakeholders.THIS JOB Prepare and deliver presentations to clients and stakeholders, articulating design concepts and project progress.shared: design, present, stakehold
  • YOUR JOB Collaborate with cross-functional teams to define project requirements and specifications.THIS JOB Engage with clients to understand their vision and requirements, translating them into actionable project plans.shared: project, requir

Art Director

A STEP UPCreative Arts and Design · a different field · from £30,000 - £35,000

30AI USED FOR

5 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 Stay updated with industry trends and advancements to incorporate cutting-edge technology into designs.THIS JOB Stay updated with industry trends and emerging technologies to inspire and evolve creative strategies.shared: stay, updated, industry, trend
  • YOUR JOB Collaborate with cross-functional teams to define project requirements and specifications.THIS JOB Collaborate with clients and creative teams to develop and refine project concepts.shared: collaborate, project
  • YOUR JOB Prototype and iterate designs based on feedback and testing results.THIS JOB Review and critique designs from junior designers, providing constructive feedback.shared: design, feedback

Nuclear Engineer

A STEP UPEngineering and Technology · same field as your job · from £35,000 - £40,000

28AI 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 Stay updated with industry trends and advancements to incorporate cutting-edge technology into designs.THIS JOB Stay updated with advancements in nuclear technology and regulatory changes affecting the industry.shared: stay, updated, industry, advanc, technology
  • YOUR JOB Conduct simulations and analyses to test the performance and durability of designs.THIS JOB Conduct simulations and experiments to test the performance of nuclear systems under various conditions.shared: conduct, simul, test, performance
  • YOUR JOB Troubleshoot and resolve design issues during the manufacturing process.THIS JOB Troubleshoot and resolve technical issues related to nuclear systems in real-time.shared: troubleshoot, resolve, issu

Structural Engineer

A STEP UPEngineering and Technology · same field as your job · from £28,000 - £35,000

28AI 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 Stay updated with industry trends and advancements to incorporate cutting-edge technology into designs.THIS JOB Stay updated on industry trends, materials, and technologies to innovate and improve designs.shared: stay, updated, industry, trend, design
  • YOUR JOB Use CAD software to create detailed 3D models and technical drawings of mechanical components.THIS JOB Create detailed structural designs using computer-aided design (CAD) software.shared: software, create, detailed
  • YOUR JOB Collaborate with cross-functional teams to define project requirements and specifications.THIS JOB Collaborate with architects and other engineers to ensure cohesive project development.shared: collaborate, project

Human Factors Specialist

A STEP UPVeterinary Sciences · a different field · from £28,000 - £35,000

5AI USED FOR

4 of your tasks carry across. AI is used for 23 points less of this work than yours (5% against your 28%). 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 define project requirements and specifications.THIS JOB Collaborate with cross-functional teams to integrate human factors principles into product design and development.shared: collaborate, cros, functional
  • YOUR JOB Stay updated with industry trends and advancements to incorporate cutting-edge technology into designs.THIS JOB Stay updated on the latest research and advancements in human factors and ergonomics.shared: stay, updated, advanc
  • YOUR JOB Participate in design reviews and present findings to stakeholders.THIS JOB Prepare detailed reports and presentations to communicate findings and recommendations to stakeholders.shared: present, find, stakehold

Broadcast Engineer

A STEP UPDigital & Technology · a different field · from £30,000 - £38,000

19AI USED FOR

4 of your tasks carry across. AI is used for 9 points less of this work than yours (19% against your 28%). 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 with industry trends and advancements to incorporate cutting-edge technology into designs.THIS JOB Stay updated on emerging technologies and industry trends to enhance broadcast capabilities.shared: stay, updated, industry, trend
  • YOUR JOB Use CAD software to create detailed 3D models and technical drawings of mechanical components.THIS JOB Document technical processes and create user manuals for equipment.shared: create, technical
  • YOUR JOB Document design processes and maintain comprehensive records for regulatory compliance.THIS JOB Design, install, and maintain broadcast equipment and systems.shared: design, maintain

Building Information Modelling Specialist

A STEP UPArchitecture and Planning · a different field · from £28,000 - £38,000

22AI USED FOR

4 of your tasks carry across. AI is used for 6 points less of this work than yours (22% against your 28%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match
  • YOUR JOB Troubleshoot and resolve design issues during the manufacturing process.THIS JOB Conduct clash detection and coordinate multidisciplinary designs to identify and resolve potential issues.shared: resolve, design, issu
  • YOUR JOB Collaborate with cross-functional teams to define project requirements and specifications.THIS JOB Collaborate with architects, engineers, and contractors to ensure accurate information flow and project alignment.shared: collaborate, project
  • YOUR JOB Use CAD software to create detailed 3D models and technical drawings of mechanical components.THIS JOB Develop and maintain 3D models using BIM software such as Revit, ArchiCAD, or Navisworks.shared: software, model

Chemical Engineer

A STEP UPEngineering and Technology · same field as your job · from £28,000 - £35,000

28AI 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 Conduct simulations and analyses to test the performance and durability of designs.THIS JOB Conduct experiments and simulations to test new processes and materials.shared: conduct, simul, test
  • YOUR JOB Troubleshoot and resolve design issues during the manufacturing process.THIS JOB Analyze data and troubleshoot process issues in real-time.shared: troubleshoot, issu, proces
  • YOUR JOB Document design processes and maintain comprehensive records for regulatory compliance.THIS JOB Design and develop chemical processes for large-scale production.shared: design, process

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.