Farmers
8AI USED FOR8%moving to53%
THE DOOR, NOWB
THE DOOR, 20 YRSD
STARTING PAY£20,000 - £25,000
MOAT NOT YET CLASSIFIEDA real score, but the moat is not yet classified. No claim either way.
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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.
Farm Manager
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 Monitor soil health and implement sustainable farming practices to improve yield.THIS JOB Monitor crop health and soil conditions, applying best practices for sustainable agriculture.shared: monitor, soil, health, sustainable, practic
- YOUR JOB Operate and maintain farming equipment and machinery to enhance productivity.THIS JOB Utilize technology and data analytics to enhance productivity and efficiency on the farm.shared: farm, enhance, productivity
- YOUR JOB Cultivate and manage various crops, ensuring optimal growth conditions and pest control.THIS JOB Monitor crop health and soil conditions, applying best practices for sustainable agriculture.shared: crop, condition
Agricultural and Horticultural Manager
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 Cultivate and manage various crops, ensuring optimal growth conditions and pest control.THIS JOB Monitor crop health and soil conditions, implementing pest control and irrigation systems as needed.shared: crop, condition, pest, control
- YOUR JOB Monitor soil health and implement sustainable farming practices to improve yield.THIS JOB Monitor crop health and soil conditions, implementing pest control and irrigation systems as needed.shared: monitor, soil, health
- YOUR JOB Plan and execute planting and harvesting schedules based on seasonal cycles.THIS JOB Develop and implement strategic plans for crop production, livestock management, or plant cultivation.shared: plan, plant
Agricultural Contractors
8AI 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 Monitor soil health and implement sustainable farming practices to improve yield.THIS JOB Monitor weather conditions and soil health to optimize agricultural practices.shared: monitor, soil, health, practic
- YOUR JOB Plan and execute planting and harvesting schedules based on seasonal cycles.THIS JOB Plan and execute field operations such as planting, fertilizing, and harvesting crops.shared: plan, execute, plant, harvest
- YOUR JOB Operate and maintain farming equipment and machinery to enhance productivity.THIS JOB Operate and maintain a variety of agricultural machinery, including tractors, combines, and sprayers.shared: operate, maintain, machinery
Animal Nutritionist
5AI USED FOR
4 of your tasks carry across. AI is used for 3 points less of this work than yours (5% against your 8%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Monitor soil health and implement sustainable farming practices to improve yield.THIS JOB Collaborate with farmers and pet owners to implement nutritional strategies.shared: impl, farm
- YOUR JOB Engage in livestock management, including feeding, breeding, and health monitoring.THIS JOB Monitor animal health and performance metrics to adjust dietary plans.shared: health, monitor
- YOUR JOB Collaborate with agricultural advisors and other farmers to share best practices.THIS JOB Collaborate with farmers and pet owners to implement nutritional strategies.shared: collaborate, farm
Human Factors Specialist
5AI USED FOR
4 of your tasks carry across. AI is used for 3 points less of this work than yours (5% against your 8%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Monitor soil health and implement sustainable farming practices to improve yield.THIS JOB Develop and implement guidelines and best practices for human-centered design.shared: impl, practic
- YOUR JOB Record and analyse agricultural data to track performance and make informed decisions.THIS JOB Analyze data from user studies to identify trends and inform design decisions.shared: data, decision
- YOUR JOB Collaborate with agricultural advisors and other farmers to share best practices.THIS JOB Develop and implement guidelines and best practices for human-centered design.shared: best, practic
Veterinary Anesthetist
5AI USED FOR
4 of your tasks carry across. AI is used for 3 points less of this work than yours (5% against your 8%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Operate and maintain farming equipment and machinery to enhance productivity.THIS JOB Maintain and calibrate anesthetic equipment to guarantee accurate and effective delivery of anesthetic agents.shared: maintain, equipment
- YOUR JOB Plan and execute planting and harvesting schedules based on seasonal cycles.THIS JOB Collaborate with veterinarians to develop tailored anesthetic plans based on individual animal needs.shared: plan, based
- YOUR JOB Record and analyse agricultural data to track performance and make informed decisions.THIS JOB Educate pet owners on anesthesia risks and recovery processes to alleviate concerns and promote informed decisions.shared: informed, decision
Senior Home Care Worker
6AI USED FOR
4 of your tasks carry across. AI is used for 2 points less of this work than yours (6% against your 8%). The door for a new entrant is B - achievable; your experience is the discount on that.
Show the tasks that match
- YOUR JOB Monitor soil health and implement sustainable farming practices to improve yield.THIS JOB Administer medications and monitor clients' health conditions, reporting any changes to healthcare professionals.shared: monitor, health
- YOUR JOB Engage in livestock management, including feeding, breeding, and health monitoring.THIS JOB Administer medications and monitor clients' health conditions, reporting any changes to healthcare professionals.shared: health, monitor
- YOUR JOB Collaborate with agricultural advisors and other farmers to share best practices.THIS JOB Stay updated with best practices and participate in ongoing training and development.shared: best, practic
Agricultural Engineer
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 Monitor soil health and implement sustainable farming practices to improve yield.THIS JOB Research and develop sustainable practices to improve soil health and reduce waste.shared: soil, health, sustainable, practic, improve
- YOUR JOB Stay updated on agricultural regulations and market trends to adapt strategies accordingly.THIS JOB Stay updated on agricultural regulations and industry trends to ensure compliance and innovation.shared: stay, updated, agricultural, regul, trend
- YOUR JOB Operate and maintain farming equipment and machinery to enhance productivity.THIS JOB Design and develop advanced agricultural machinery and equipment.shared: equipment, machinery
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.