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.
Family Law Specialist
A STEP UPLaw · a different field · from £30,000 - £40,000
42AI EXPOSURE TODAY
2 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 C - hard; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Consult clients on their skin and treatment needsTHIS JOB Conduct detailed consultations with clients to understand their unique family situations and legal needs.shared: consult, client
- YOUR JOB Build relationships with regular clientsTHIS JOB Provide emotional support and guidance to clients during challenging times, fostering a trusting relationship.shared: relationship, client
Gas Engineer
A STEP UPEngineering and Technology · a different field · from £30,000 - £35,000
28AI EXPOSURE TODAY
2 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 Keep treatment records and book appointmentsTHIS JOB Keep detailed records of work completed, including service reports and compliance documentation.shared: keep, record
- YOUR JOB Follow strict hygiene and safety standardsTHIS JOB Install new gas systems and appliances, ensuring they meet all safety standards and regulations.shared: safety, standard
Other Beauticians and Related Occupations
AT YOUR LEVELHair & Beauty · same field as your job · from £18,000 - £22,000
5AI 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 Give facials, waxing, nail and skincare treatmentsTHIS JOB Perform various beauty treatments such as facials, waxing, and manicures.shared: facial, waxing, treatment
- YOUR JOB Advise on and sell skincare productsTHIS JOB Advise clients on skincare routines and suitable products for their skin types.shared: advise, skincare, product
- YOUR JOB Consult clients on their skin and treatment needsTHIS JOB Consult with clients to assess their beauty needs and preferences.shared: consult, client
Builder
AT YOUR LEVELConstruction & Trades · a different field · from £25,000 - £30,000
4AI EXPOSURE TODAY
3 of your tasks carry across. AI exposure today is 1 points lower for this work than for yours (4 against your 5 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 Keep treatment records and book appointmentsTHIS JOB Keeping accurate records of work completed and materials used.shared: keep, record
- YOUR JOB Follow strict hygiene and safety standardsTHIS JOB Assembling frameworks and structures, ensuring they meet safety standards.shared: safety, standard
- YOUR JOB Build relationships with regular clientsTHIS JOB Conducting quality checks to ensure work meets building regulations and client expectations.shared: build, client
Roofers, Roof Tilers and Slaters
AT YOUR LEVELConstruction & Trades · a different field · from £20,000 - £25,000
4AI EXPOSURE TODAY
3 of your tasks carry across. AI exposure today is 1 points lower for this work than for yours (4 against your 5 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 Keep treatment records and book appointmentsTHIS JOB Keep detailed records of work completed, materials used, and any issues encountered on the job.shared: keep, record
- YOUR JOB Follow strict hygiene and safety standardsTHIS JOB Utilise scaffolding and safety equipment to work at heights while adhering to strict safety protocols.shared: strict, safety
- YOUR JOB Build relationships with regular clientsTHIS JOB Assess roofing needs by inspecting buildings and discussing requirements with clients or contractors.shared: build, client
Barber
AT YOUR LEVELHair & Beauty · same field as your job · from £18,000 - £22,000
5AI EXPOSURE TODAY
3 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 Build relationships with regular clientsTHIS JOB Build and maintain strong client relationships to encourage repeat visits.shared: build, relationship, client
- YOUR JOB Consult clients on their skin and treatment needsTHIS JOB Consult with clients to understand their grooming preferences and style aspirations.shared: consult, client
- YOUR JOB Advise on and sell skincare productsTHIS JOB Advise clients on hair and beard care products tailored to their needs.shared: advise, product
Livestock Farmer
AT YOUR LEVELAgriculture · a different field · from £20,000 - £25,000
8AI EXPOSURE TODAY
3 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 Advise on and sell skincare productsTHIS JOB Market and sell livestock products, building relationships with buyers and suppliers.shared: sell, product
- YOUR JOB Follow strict hygiene and safety standardsTHIS JOB Ensure compliance with health and safety regulations, as well as animal welfare standards.shared: safety, standard
- YOUR JOB Build relationships with regular clientsTHIS JOB Market and sell livestock products, building relationships with buyers and suppliers.shared: build, relationship
Make-up Artist
AT YOUR LEVELCreative Arts and Design · a different field · from £18,000 - £22,000
19AI EXPOSURE TODAY
3 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 Build relationships with regular clientsTHIS JOB Build and maintain strong relationships with clients to encourage repeat business.shared: build, relationship, client
- YOUR JOB Consult clients on their skin and treatment needsTHIS JOB Consult with clients to understand their beauty goals and preferences.shared: consult, client
- YOUR JOB Advise on and sell skincare productsTHIS JOB Provide skincare advice to clients, recommending suitable products for their needs.shared: skincare, product
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.