Mathematics Educator
15AI USED FOR15%moving to45%
THE DOOR, NOWA
THE DOOR, 20 YRSB
STARTING PAY£25,000 - £35,000
RELATIONAL MOATPeople want a real person for this. That preference is the protection.
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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.
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.
Racehorse Trainer
5AI USED FOR
4 of your tasks carry across. AI is used for 10 points less of this work than yours (5% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Design and implement engaging lesson plans that cater to diverse learning styles.THIS JOB Design and implement training regimens tailored to individual horses' needs and abilities.shared: design, impl
- YOUR JOB Assess and evaluate student performance through tests, assignments, and projects.THIS JOB Evaluate horses' performance during training sessions and adjust strategies accordingly.shared: evaluate, performance
- YOUR JOB Attend professional development workshops to stay updated on educational best practices.THIS JOB Stay updated on industry trends, race schedules, and competitor performance.shared: stay, updated
Carpenter and Joinery Supervisors
4AI USED FOR
3 of your tasks carry across. AI is used for 11 points less of this work than yours (4% against your 15%). 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 colleagues to develop interdisciplinary projects that enhance mathematical understanding.THIS JOB Collaborate with other trades and contractors to ensure seamless project execution.shared: collaborate, project
- YOUR JOB Attend professional development workshops to stay updated on educational best practices.THIS JOB Train and mentor junior carpenters and apprentices in best practices and techniques.shared: best, practic
- YOUR JOB Communicate regularly with parents and guardians about student progress and classroom activities.THIS JOB Prepare progress reports and communicate updates to project managers and clients.shared: communicate, progres
Demolition Supervisor
4AI USED FOR
3 of your tasks carry across. AI is used for 11 points less of this work than yours (4% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Assess and evaluate student performance through tests, assignments, and projects.THIS JOB Evaluate and select appropriate demolition techniques and equipment for each project.shared: evaluate, project
- YOUR JOB Attend professional development workshops to stay updated on educational best practices.THIS JOB Train and mentor team members on best practices and safety protocols.shared: best, practic
- YOUR JOB Communicate regularly with parents and guardians about student progress and classroom activities.THIS JOB Communicate regularly with clients and stakeholders to provide updates and address concerns.shared: communicate, regularly
Skilled Metal, Electrical and Electronic Trades Supervisors
4AI USED FOR
3 of your tasks carry across. AI is used for 11 points less of this work than yours (4% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Assess and evaluate student performance through tests, assignments, and projects.THIS JOB Evaluate team performance and implement strategies for continuous improvement and professional development.shared: evaluate, performance
- YOUR JOB Attend professional development workshops to stay updated on educational best practices.THIS JOB Conduct training sessions and workshops to enhance team skills and knowledge in current technologies and practices.shared: workshop, practic
- YOUR JOB Communicate regularly with parents and guardians about student progress and classroom activities.THIS JOB Liaise with project managers, clients, and other stakeholders to communicate progress and address concerns.shared: communicate, progres
Veterinary Epidemiologist
5AI USED FOR
3 of your tasks carry across. AI is used for 10 points less of this work than yours (5% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Design and implement engaging lesson plans that cater to diverse learning styles.THIS JOB Design and implement surveillance programs to monitor animal health across various regions.shared: design, impl
- YOUR JOB Collaborate with colleagues to develop interdisciplinary projects that enhance mathematical understanding.THIS JOB Collaborate with veterinarians, public health officials, and researchers to develop disease control strategies.shared: collaborate, develop
- YOUR JOB Attend professional development workshops to stay updated on educational best practices.THIS JOB Stay updated with the latest research and advancements in veterinary epidemiology.shared: stay, updated
Critical Care Nurse
6AI USED FOR
3 of your tasks carry across. AI is used for 9 points less of this work than yours (6% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Attend professional development workshops to stay updated on educational best practices.THIS JOB Participate in training and development sessions to stay updated on best practices.shared: development, stay, updated, best, practic
- YOUR JOB Design and implement engaging lesson plans that cater to diverse learning styles.THIS JOB Collaborate with a multidisciplinary team to develop and implement patient care plans.shared: impl, plan
- YOUR JOB Collaborate with colleagues to develop interdisciplinary projects that enhance mathematical understanding.THIS JOB Collaborate with a multidisciplinary team to develop and implement patient care plans.shared: collaborate, develop
Emergency Medicine Physician
6AI USED FOR
3 of your tasks carry across. AI is used for 9 points less of this work than yours (6% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Attend professional development workshops to stay updated on educational best practices.THIS JOB Participate in continuous professional development and training to stay updated on medical advancements.shared: professional, development, stay, updated
- YOUR JOB Design and implement engaging lesson plans that cater to diverse learning styles.THIS JOB Collaborate with multidisciplinary teams to develop and implement patient care plans.shared: impl, plan
- YOUR JOB Collaborate with colleagues to develop interdisciplinary projects that enhance mathematical understanding.THIS JOB Collaborate with multidisciplinary teams to develop and implement patient care plans.shared: collaborate, develop
Neonatal Nurse
6AI USED FOR
3 of your tasks carry across. AI is used for 9 points less of this work than yours (6% against your 15%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Attend professional development workshops to stay updated on educational best practices.THIS JOB Engage in continuous professional development and training to stay updated on neonatal care advancements.shared: professional, development, stay, updated
- YOUR JOB Design and implement engaging lesson plans that cater to diverse learning styles.THIS JOB Collaborate with a multidisciplinary team to develop and implement individual care plans.shared: impl, plan
- YOUR JOB Collaborate with colleagues to develop interdisciplinary projects that enhance mathematical understanding.THIS JOB Collaborate with a multidisciplinary team to develop and implement individual care plans.shared: collaborate, develop
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.