Skip to main content
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.

Optical Glass Maker

6

Manufacturing & Production

AI IMPACT
AI USED FOR6%moving to51%
THE DOOR, NOWB
THE DOOR, 20 YRSC
STARTING PAY£22,000 - £26,000
PHYSICAL MOATThe work is hands-on, in the real world. Software alone can't do it.
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.

Aircraft Maintenance and Related Trades

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

4AI USED FOR

3 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 Collaborate with engineers and designers to develop custom optical solutions.THIS JOB Collaborate with engineers and other technicians to troubleshoot complex issues.shared: collaborate, engine
  • YOUR JOB Maintain equipment and troubleshoot issues to ensure seamless production.THIS JOB Collaborate with engineers and other technicians to troubleshoot complex issues.shared: troubleshoot, issu
  • YOUR JOB Stay updated on advancements in optical technology and materials.THIS JOB Participate in continuous training to stay updated with the latest technologies and regulations.shared: stay, updated

Plumber and Heating Installer

A STEP UPConstruction & Trades · a different field · from £25,000 - £30,000

4AI USED FOR

3 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 Collaborate with engineers and designers to develop custom optical solutions.THIS JOB Collaborate with builders and contractors to design and implement efficient heating and ventilation layouts.shared: collaborate, design
  • YOUR JOB Maintain equipment and troubleshoot issues to ensure seamless production.THIS JOB Diagnose and troubleshoot issues in heating systems, providing effective solutions to restore functionality.shared: troubleshoot, issu
  • YOUR JOB Stay updated on advancements in optical technology and materials.THIS JOB Stay updated on the latest technologies and practices in plumbing and heating to enhance skills and service quality.shared: stay, updated

Farrier

A STEP UPAnimal Care · a different field · from £25,000 - £30,000

5AI USED FOR

3 of your tasks carry across. AI is used for 1 points less of this work than yours (5% 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 Shape and polish glass into lenses using specialized machinery.THIS JOB Trim and shape hooves using specialized tools to maintain proper structure and function.shared: shape, specialized
  • YOUR JOB Maintain equipment and troubleshoot issues to ensure seamless production.THIS JOB Maintain and clean tools and equipment to ensure optimal performance and safety.shared: maintain, equipment
  • YOUR JOB Stay updated on advancements in optical technology and materials.THIS JOB Stay updated on the latest techniques and developments in farriery and equine care.shared: stay, updated

Human Factors Specialist

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

5AI USED FOR

3 of your tasks carry across. AI is used for 1 points less of this work than yours (5% 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 advancements in optical technology and materials.THIS JOB Stay updated on the latest research and advancements in human factors and ergonomics.shared: stay, updated, advanc
  • YOUR JOB Conduct quality control tests to ensure optical clarity and precision.THIS JOB Conduct user research and usability testing to gather insights on human interactions with products and systems.shared: conduct, test
  • YOUR JOB Collaborate with engineers and designers to develop custom optical solutions.THIS JOB Collaborate with cross-functional teams to integrate human factors principles into product design and development.shared: collaborate, design

Veterinary Anesthetist

A STEP UPVeterinary Sciences · a different field · from £35,000 - £40,000

5AI USED FOR

3 of your tasks carry across. AI is used for 1 points less of this work than yours (5% 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 advancements in optical technology and materials.THIS JOB Stay updated with the latest anesthetic techniques and advancements in veterinary medicine.shared: stay, updated, advanc
  • YOUR JOB Collaborate with engineers and designers to develop custom optical solutions.THIS JOB Collaborate with veterinarians to develop tailored anesthetic plans based on individual animal needs.shared: collaborate, develop
  • YOUR JOB Maintain equipment and troubleshoot issues to ensure seamless production.THIS JOB Maintain and calibrate anesthetic equipment to guarantee accurate and effective delivery of anesthetic agents.shared: maintain, equipment

Air-conditioning and Refrigeration Installers and Repairers

A STEP UPConstruction & Trades · a different field · from £25,000 - £30,000

4AI USED FOR

2 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 Collaborate with engineers and designers to develop custom optical solutions.THIS JOB Collaborate with contractors and clients to design systems that meet specific cooling and refrigeration needs.shared: collaborate, design
  • YOUR JOB Stay updated on advancements in optical technology and materials.THIS JOB Stay updated on the latest technologies and regulations in the HVAC industry to provide the best service possible.shared: stay, updated

Auto Electrician

A STEP UPTransport & Logistics · a different field · from £25,000 - £30,000

4AI USED FOR

2 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 advancements in optical technology and materials.THIS JOB Staying abreast of advancements in automotive technology, particularly in the electric and hybrid sectors.shared: stay, advanc, technology
  • YOUR JOB Maintain equipment and troubleshoot issues to ensure seamless production.THIS JOB Diagnosing electrical issues in vehicles using specialized diagnostic equipment.shared: equipment, issu

Building Surveyor

A STEP UPConstruction & Trades · a different field · from £25,000 - £35,000

4AI USED FOR

2 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 Collaborate with engineers and designers to develop custom optical solutions.THIS JOB Collaborate with architects, engineers, and contractors to ensure compliance with building regulations and standards.shared: collaborate, engine
  • YOUR JOB Stay updated on advancements in optical technology and materials.THIS JOB Stay updated on legislation, building codes, and industry trends to provide informed advice.shared: stay, updated

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.