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.

Precision Instrument Makers and Repairers

Manufacturing & Production

AI IMPACT

AI USED FOR6%moving to51%

THE DOOR, NOWB

THE DOOR, 20 YRSD

STARTING PAY£25,000 - £30,000

MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.

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.

Calibration and Precision Instrument Technicians

A STEP UPEngineering and Technology · a different field · from £28,000 - £32,000

19AI USED FOR

6 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 Stay updated on industry standards and technological advancements to enhance skills and knowledge.THIS JOB Stay updated on industry standards and technological advancements in calibration.shared: stay, updated, industry, standard, technological, advanc
YOUR JOB Collaborate with engineers and scientists to develop new instruments and improve existing designs.THIS JOB Collaborate with engineers to develop new calibration methods and improve existing processes.shared: collaborate, engine, develop, improve, exist
YOUR JOB Perform repairs and maintenance on a wide range of precision devices, troubleshooting issues as they arise.THIS JOB Troubleshoot and repair faulty measuring devices and systems.shared: repair, devic, troubleshoot

The full card Will AI take it?Moves from here

Skilled Metal, Electrical and Electronic Trades Supervisors

A STEP UPEngineering and Technology · a different field · from £30,000 - £35,000

4AI USED FOR

5 of your tasks carry across. AI is used for 2 points less of this work than yours (4% against your 6%). 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 industry standards and technological advancements to enhance skills and knowledge.THIS JOB Conduct training sessions and workshops to enhance team skills and knowledge in current technologies and practices.shared: enhance, skill, knowledge
YOUR JOB Manage inventory and order materials necessary for instrument manufacturing and repair.THIS JOB Monitor inventory levels and order materials and supplies as needed to maintain workflow.shared: inventory, order, material
YOUR JOB Conduct detailed inspections and tests on instruments to ensure they meet stringent specifications.THIS JOB Conduct regular inspections of work sites to ensure compliance with safety regulations and quality standards.shared: conduct, inspection

The full card Will AI take it?Moves from here

Aerospace Technician

A STEP UPEngineering and Technology · a different field · from £28,000 - £35,000

19AI USED FOR

5 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 Stay updated on industry standards and technological advancements to enhance skills and knowledge.THIS JOB Stay updated with the latest aerospace technologies and industry standards.shared: stay, updated, industry, standard
YOUR JOB Document all processes, modifications, and repairs meticulously for quality assurance and compliance.THIS JOB Participate in testing and quality assurance processes to validate system functionality.shared: process, quality, assurance
YOUR JOB Conduct detailed inspections and tests on instruments to ensure they meet stringent specifications.THIS JOB Conduct routine inspections and maintenance on aircraft and spacecraft systems.shared: conduct, inspection

The full card Will AI take it?Moves from here

Aircraft Maintenance and Related Trades

A STEP UPEngineering and Technology · a different field · from £30,000 - £35,000

4AI USED FOR

4 of your tasks carry across. AI is used for 2 points less of this work than yours (4% against your 6%). The door for a new entrant is B - achievable; your experience is the discount on that.

Show the tasks that match

YOUR JOB Perform repairs and maintenance on a wide range of precision devices, troubleshooting issues as they arise.THIS JOB Respond to emergency maintenance requests and perform quick repairs as needed.shared: perform, repair, maintenance
YOUR JOB Conduct detailed inspections and tests on instruments to ensure they meet stringent specifications.THIS JOB Conduct routine inspections and maintenance of aircraft systems and components.shared: conduct, inspection
YOUR JOB Collaborate with engineers and scientists to develop new instruments and improve existing designs.THIS JOB Collaborate with engineers and other technicians to troubleshoot complex issues.shared: collaborate, engine

The full card Will AI take it?Moves from here

Automation Maintenance Technician

A STEP UPEngineering and Technology · a different field · from £28,000 - £32,000

19AI USED FOR

4 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 Conduct detailed inspections and tests on instruments to ensure they meet stringent specifications.THIS JOB Conduct routine inspections and preventive maintenance on automated machinery and systems.shared: conduct, inspection
YOUR JOB Perform repairs and maintenance on a wide range of precision devices, troubleshooting issues as they arise.THIS JOB Document maintenance activities and maintain accurate records of repairs and replacements.shared: repair, maintenance
YOUR JOB Collaborate with engineers and scientists to develop new instruments and improve existing designs.THIS JOB Collaborate with engineering teams to implement upgrades and modifications to existing systems.shared: collaborate, exist

The full card Will AI take it?Moves from here

Chemical Engineer

A STEP UPEngineering and Technology · a different field · from £30,000 - £38,000

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 Stay updated on industry standards and technological advancements to enhance skills and knowledge.THIS JOB Stay updated with the latest industry trends and technological advancements.shared: stay, updated, industry, technological, advanc
YOUR JOB Collaborate with engineers and scientists to develop new instruments and improve existing designs.THIS JOB Collaborate with multidisciplinary teams including scientists, engineers, and production staff.shared: collaborate, engine, scientist
YOUR JOB Conduct detailed inspections and tests on instruments to ensure they meet stringent specifications.THIS JOB Conduct experiments to test and refine processes and products.shared: conduct, test

The full card Will AI take it?Moves from here

Civil Engineering Consultancy Director

A STEP UPEngineering and Technology · a different field · from £35,000 - £45,000

30AI USED FOR

Show the tasks that match

YOUR JOB Stay updated on industry standards and technological advancements to enhance skills and knowledge.THIS JOB Stay abreast of industry trends, regulations, and technological advancements to drive innovation in engineering practices.shared: stay, industry, technological, advanc
YOUR JOB Conduct detailed inspections and tests on instruments to ensure they meet stringent specifications.THIS JOB Conduct regular site visits and inspections to monitor progress and ensure compliance with safety and quality standards.shared: conduct, inspection
YOUR JOB Collaborate with engineers and scientists to develop new instruments and improve existing designs.THIS JOB Mentor and develop junior engineers and staff, fostering a culture of continuous improvement and professional growth.shared: engine, develop

The full card Will AI take it?Moves from here

Electrical Engineer

A STEP UPEngineering and Technology · a different field · from £28,000 - £35,000

28AI USED FOR

Show the tasks that match

YOUR JOB Stay updated on industry standards and technological advancements to enhance skills and knowledge.THIS JOB Stay updated on industry trends and advancements in electrical engineering technology.shared: stay, updated, industry, advanc
YOUR JOB Perform repairs and maintenance on a wide range of precision devices, troubleshooting issues as they arise.THIS JOB Troubleshoot and resolve electrical issues in existing systems.shared: troubleshoot, issu
YOUR JOB Collaborate with engineers and scientists to develop new instruments and improve existing designs.THIS JOB Design and develop electrical systems and components for various applications.shared: develop, design

The full card Will AI take it?Moves from here

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.