Key takeaways
- The most AI-proof jobs combine hands-on work in unpredictable places, human care and a license that makes someone accountable. Plumbers, dental hygienists, paramedics and electricians top our ranking.
- Healthcare is the strongest bet for growth: U.S. government projections say healthcare jobs will make up almost one in three new jobs created by 2035.
- You don't need a degree. Many of the safest jobs start with a paid apprenticeship or a certificate of a year or less.
- No job is 100% safe from AI, but roughly 30% of workers are in jobs where AI has not yet been seen doing a single task.
If you are worried that AI is coming for your job, the most useful question is not “which jobs will survive?” but which parts of a job AI can actually do. Most of the lists you will find online rank careers by gut feeling. We did it differently.
We rated 50 careers on how much of the day-to-day work current AI systems can already do or sharply speed up, using the same task-by-task method as our free AI job risk test. A score of 0 means AI can do almost none of the work; 100 means it can do almost all of it. The 25 lowest scores, the jobs safest from AI right now, are below, with what each job pays, how long it takes to get in and the first step you could take this week.
What makes a job AI-proof?
Strictly speaking, no job is completely AI-proof. AI will change almost every job a little, and some jobs a lot. But the careers that hold up best have at least one of four things in common, and the very safest have all four.
Physical work in unpredictable places
Robots struggle with messy, changing environments. A different house, a different patient, a different fault every day.
Plumbers, electricians, paramedics
Care, trust and persuasion
People still want a person across the table when the stakes are personal: health, money, learning, grief.
Nurses, therapists, teachers
A license and a signature
When the law needs a named, qualified person to sign off the work, someone has to be accountable. AI cannot be.
Inspectors, hygienists, aircraft technicians
Judgment in new situations
AI is strongest on tasks with known answers. Deciding what to do when nothing goes to plan is still human work.
Site managers, emergency crews, owners
Notice what is not on the list: intelligence, education or pay. Many of the most exposed jobs are well-paid office roles. Anthropic’s 2026 research found that the quarter of workers most exposed to AI earn 47% more on average than workers in unexposed jobs, and are nearly four times as likely to hold a graduate degree (17.4% against 4.5%). AI is better at the tasks that fill a laptop screen than the tasks that need a pair of hands.
The 25 most AI-proof jobs in 2026
Here is the full ranking. “AI exposure” is the share of the job’s typical tasks that current AI can do or speed up, on a 0 to 100 scale. Pay is a typical U.S. range; “start in” is roughly how long a newcomer needs before earning in the role.
- 1PlumberTrades & manufacturing8/100 Very high resilience$55k to $70kUnder 6 months
- 2Custom carpenter or renovation specialistTrades & manufacturing8/100 Very high resilience$50k to $65k6 to 12 months
- 3Veterinary technicianHealthcare8/100 Very high resilience$40k to $50k1 to 2 years
- 4Dental hygienistHealthcare9/100 Very high resilience$85k to $100k2+ years
- 5Paramedic or EMTHealthcare9/100 Very high resilience$40k to $60k6 to 12 months
- 6Aircraft maintenance technicianTransport & logistics10/100 Very high resilience$70k to $85k1 to 2 years
- 7Physical therapist assistantHealthcare10/100 Very high resilience$60k to $70k1 to 2 years
- 8Wind or solar technicianTrades & manufacturing10/100 Very high resilience$48k to $65kUnder 6 months
- 9Occupational therapistHealthcare12/100 Very high resilience$90k to $105k2+ years
- 10Registered nurseHealthcare12/100 Very high resilience$80k to $100k1 to 2 years
- 11ElectricianTrades & manufacturing12/100 Very high resilience$55k to $75kUnder 6 months
- 12HVAC technicianTrades & manufacturing12/100 Very high resilience$50k to $65k6 to 12 months
- 13Chef or kitchen leadRetail, food & travel12/100 Very high resilience$50k to $65k6 to 12 months
- 14Physician assistantHealthcare14/100 Very high resilience$120k to $140k2+ years
- 15Speech-language pathologistHealthcare14/100 Very high resilience$85k to $100k2+ years
- 16Local service business ownerSomething else15/100 Very high resilienceVaries with the businessUnder 6 months
- 17Building and construction inspectorTrades & manufacturing15/100 Very high resilience$65k to $80k6 to 12 months
- 18Robotics and automation technicianTrades & manufacturing18/100 High resilience$60k to $75k1 to 2 years
- 19Social workerLaw & public service18/100 High resilience$55k to $65k2+ years
- 20Radiologic or MRI technologistHealthcare20/100 High resilience$70k to $85k1 to 2 years
- 21Construction site managerTrades & manufacturing22/100 High resilience$95k to $120k1 to 2 years
- 22School teacherEducation22/100 High resilience$60k to $70k1 to 2 years
- 23Mental health counselorHealthcare22/100 High resilience$50k to $70k2+ years
- 24Health and safety specialistTrades & manufacturing25/100 High resilience$75k to $90k6 to 12 months
- 25Career or executive coachEducation28/100 High resilienceVaries; often $50k to $100kUnder 6 months
Want to see where all 50 careers land, including the more exposed ones? The AI risk index lets you sort and filter the whole list.
The rest of this article goes through the 25 jobs in four groups, with the reason each one holds up and the realistic route in.
AI-proof skilled trades
Skilled trades dominate the safest end of the list. The work is physical, every site is different and most of it legally needs a qualified person to sign it off. Demand is rising too: electrification of cars and heating, energy upgrades and the AI data-center boom all need electricians, technicians and builders.
The other big advantage is how you get in. Several of these start with a paid apprenticeship, so you earn from day one instead of taking on debt.
Plumber
Installs and repairs water, drainage and gas systems.
- AI exposure
- 8/100 Very high
- Typical US pay
- $55k to $70k
- Work setting
- Out and about, can be self-employed
- Getting qualified
- Paid apprenticeship; 4 to 5 years to full license
Why it holds up: No two jobs are alike and the work happens in tight, awkward physical spaces. It is close to the bottom of every automation ranking.
How people get in: Apply for an apprenticeship with a plumbing contractor or union. You earn from the first day.
First step this week: Ask a local plumbing firm whether they take on adult apprentices.
Custom carpenter or renovation specialist
Builds and renovates: cabinetry, interiors, bespoke furniture, restoration.
- AI exposure
- 8/100 Very high
- Typical US pay
- $50k to $65k
- Work setting
- Hands-on, can be self-employed
- Getting qualified
- Apprenticeship or on-the-job training
Why it holds up: One-off physical work that depends on craft and judgment on site. Good tradespeople are booked months ahead in many areas.
How people get in: Join a carpentry apprenticeship or work alongside an established renovator, then specialize.
First step this week: Build one small piece this month and photograph it. That is the start of a portfolio.
Aircraft maintenance technician
Inspects, services and repairs aircraft.
- AI exposure
- 10/100 Very high
- Typical US pay
- $70k to $85k
- Work setting
- Hands-on
- Getting qualified
- 18 to 24 month certified program
Why it holds up: Safety law requires a certified person to inspect and sign off the work. The industry reports a long-running shortage of technicians.
How people get in: Attend an approved aviation maintenance school and pass the licensing exams.
First step this week: Find the nearest approved aviation maintenance school and request its entry requirements.
Wind or solar technician
Installs and maintains solar arrays or wind turbines.
- AI exposure
- 10/100 Very high
- Typical US pay
- $48k to $65k
- Work setting
- Out and about
- Getting qualified
- Short technical course plus on-the-job training
Why it holds up: Outdoor, physical and site-specific. Both roles appear among the fastest-growing occupations in US government projections.
How people get in: Complete a technical certificate, then join an installer or operator as a junior technician.
First step this week: Search for solar or wind installers hiring trainees within an hour of where you live.
Electrician
Installs and repairs wiring, panels and electrical systems in homes, buildings and industry.
- AI exposure
- 12/100 Very high
- Typical US pay
- $55k to $75k
- Work setting
- Hands-on, can be self-employed
- Getting qualified
- Paid apprenticeship; 4 to 5 years to full license
Why it holds up: Every job site is different, the work is physical, and a licensed person must sign it off. Electrification of cars, heating and data centers is adding demand.
How people get in: Apply for an apprenticeship through a union, a trade association or a local contractor. You are paid while you train.
First step this week: Call two local electrical contractors and ask how they hire apprentices.
HVAC technician
Installs and services heating, cooling and ventilation systems.
- AI exposure
- 12/100 Very high
- Typical US pay
- $50k to $65k
- Work setting
- Out and about, can be self-employed
- Getting qualified
- 6 to 12 month certificate, or an apprenticeship
Why it holds up: Fault-finding in real buildings is hands-on and varied. Heat pumps and energy-efficiency upgrades are increasing the workload.
How people get in: Take a certificate at a trade school or community college, or join a contractor as a trainee.
First step this week: Look up the HVAC certificate at your nearest community college and check the start dates.
Building and construction inspector
Checks that buildings and works meet codes and safety standards.
- AI exposure
- 15/100 Very high
- Typical US pay
- $65k to $80k
- Work setting
- Out and about
- Getting qualified
- Trade experience plus certification
Why it holds up: The inspection happens on site and the sign-off carries legal weight, so it needs a qualified human.
How people get in: Build experience in a trade, then take inspector certification exams.
First step this week: Look up the inspector certification body in your state or country and read the entry requirements.
Robotics and automation technician
Keeps factory robots and automated production lines running.
- AI exposure
- 18/100 High
- Typical US pay
- $60k to $75k
- Work setting
- Hands-on
- Getting qualified
- Certificate or 2-year associate degree
Why it holds up: The more automation a company installs, the more people it needs to maintain it. You are working on the machines instead of competing with them.
How people get in: Study mechatronics or industrial maintenance at a community college. Many manufacturers sponsor trainees.
First step this week: Check whether a large manufacturer near you runs a maintenance trainee program.
Construction site manager
Runs building projects: people, schedule, budget and safety.
- AI exposure
- 22/100 High
- Typical US pay
- $95k to $120k
- Work setting
- Out and about
- Getting qualified
- Usually reached through site experience or a degree
Why it holds up: Coordinating crews on a live site and being answerable for safety and cost needs a person present.
How people get in: Move up from a trade or site role into supervision, or enter through a construction management degree.
First step this week: If you already work on site, ask your manager what the route to assistant supervisor looks like.
Health and safety specialist
Inspects workplaces, investigates incidents and prevents injuries.
- AI exposure
- 25/100 High
- Typical US pay
- $75k to $90k
- Work setting
- Out and about
- Getting qualified
- 6 to 12 months for a certification
Why it holds up: The work happens on site, involves people's safety and carries legal responsibility.
How people get in: Add a recognized safety certification to experience in construction, manufacturing, logistics or healthcare.
First step this week: Look up the entry-level safety certification for your industry and its cost.
The trade that grows with AI
Robotics and automation technicians are a useful hedge. The more machines a company installs, the more people it needs to keep them running. You work on the automation instead of competing with it.
AI-proof healthcare jobs
Healthcare is the single biggest source of AI-resistant jobs, and the fastest-growing. The U.S. Bureau of Labor Statistics expects healthcare support jobs to grow 13.3% and healthcare practitioner jobs 8.0% between 2025 and 2035, together accounting for almost a third of all new jobs. Nurse practitioners top the list of every occupation at 41.0% growth.
AI is already useful in medicine: it reads scans, drafts notes and flags risks. But someone still has to position the patient, find the vein, calm the panic and take responsibility for the decision.
Veterinary technician
Assists vets with treatment, surgery and animal care.
- AI exposure
- 8/100 Very high
- Typical US pay
- $40k to $50k
- Work setting
- Hands-on
- Getting qualified
- 2-year associate degree
Why it holds up: Handling and treating animals is physical, unpredictable and hands-on.
How people get in: Complete an accredited veterinary technology program and pass the credentialing exam.
First step this week: Volunteer at an animal shelter or clinic for a few weekends first.
Dental hygienist
Provides preventive dental care and patient education.
- AI exposure
- 9/100 Very high
- Typical US pay
- $85k to $100k
- Work setting
- Hands-on
- Getting qualified
- About 3 years, associate degree
Why it holds up: Precise manual work inside a patient's mouth, with a license behind it, is far from being automated.
How people get in: Complete an accredited dental hygiene program and pass the licensing exams.
First step this week: Look up accredited dental hygiene programs near you and their prerequisites.
Paramedic or EMT
Gives emergency medical care on scene and on the way to hospital.
- AI exposure
- 9/100 Very high
- Typical US pay
- $40k to $60k
- Work setting
- Out and about
- Getting qualified
- EMT in months; paramedic in 1 to 2 years
Why it holds up: Fast decisions and hands-on treatment in chaotic real-world settings.
How people get in: Take an EMT course, work on an ambulance, then train up to paramedic.
First step this week: Find the next EMT course start date at your local college or ambulance service.
Physical therapist assistant
Helps patients recover movement and strength after injury or surgery.
- AI exposure
- 10/100 Very high
- Typical US pay
- $60k to $70k
- Work setting
- Hands-on
- Getting qualified
- 2-year associate degree
Why it holds up: The work is physical, personal and different for every patient.
How people get in: Complete an accredited associate program and pass the licensing exam.
First step this week: Ask a local physiotherapy clinic if you can observe for a morning.
Occupational therapist
Helps people regain the ability to do everyday tasks after illness or injury.
- AI exposure
- 12/100 Very high
- Typical US pay
- $90k to $105k
- Work setting
- Hands-on
- Getting qualified
- Master's degree
Why it holds up: Each plan is built around one person's body, home and goals, and delivered face to face.
How people get in: Complete a master's in occupational therapy and pass the licensing exam.
First step this week: Arrange to shadow an occupational therapist for a day before committing.
Registered nurse
Assesses, treats and looks after patients in hospitals, clinics and the community.
- AI exposure
- 12/100 Very high
- Typical US pay
- $80k to $100k
- Work setting
- Hands-on
- Getting qualified
- 2 to 4 year nursing program
Why it holds up: Hands-on care, clinical judgment and human reassurance together. Demand is rising as populations age.
How people get in: Complete an accredited nursing program and pass the licensing exam. Accelerated routes exist for people who already hold a degree.
First step this week: Check the entry requirements for the nearest accredited nursing program.
Physician assistant
Examines, diagnoses and treats patients alongside doctors.
- AI exposure
- 14/100 Very high
- Typical US pay
- $120k to $140k
- Work setting
- Hands-on
- Getting qualified
- Master's degree after science prerequisites
Why it holds up: Clinical responsibility plus physical examination. It is one of the faster-growing clinical roles.
How people get in: Complete science prerequisites and patient-care hours, then an accredited PA master's program.
First step this week: List the prerequisites you already have and the ones you would still need.
Speech-language pathologist
Assesses and treats speech, language and swallowing problems.
- AI exposure
- 14/100 Very high
- Typical US pay
- $85k to $100k
- Work setting
- Mixed
- Getting qualified
- Master's degree
Why it holds up: Therapy depends on a trusted relationship and constant adjustment to the person in front of you.
How people get in: Complete a master's in speech-language pathology, a supervised placement and the licensing exam.
First step this week: Read the prerequisites for two accredited programs and note what you would still need.
Radiologic or MRI technologist
Operates imaging equipment and positions patients for scans.
- AI exposure
- 20/100 High
- Typical US pay
- $70k to $85k
- Work setting
- Hands-on
- Getting qualified
- 2-year associate degree
Why it holds up: AI helps read the images, but someone still has to position the patient, run the machine and keep people safe.
How people get in: Complete an accredited radiography program and pass certification.
First step this week: Check which local colleges run an accredited radiography program.
AI-proof jobs working with people
Some of the safest jobs are safe because the person is the service. Teaching, counseling and coaching all depend on trust, reading a room and being there when it matters. AI can prepare lessons and summarize sessions, but people still want a human on the other side.
Social worker
Supports vulnerable people and families and connects them with help.
- AI exposure
- 18/100 High
- Typical US pay
- $55k to $65k
- Work setting
- Out and about
- Getting qualified
- Degree in social work
Why it holds up: High-stakes decisions about real people, made in their homes and communities, with legal accountability.
How people get in: Complete a social work degree and register or license as required where you live.
First step this week: Volunteer with a local support charity to see the work up close.
School teacher
Teaches and looks after a class of children or teenagers.
- AI exposure
- 22/100 High
- Typical US pay
- $60k to $70k
- Work setting
- Hands-on
- Getting qualified
- 1 to 2 years for certification if you hold a degree
Why it holds up: AI tutors help with practice. Managing a room of young people, motivating them and keeping them safe takes an adult who is there.
How people get in: A degree plus a teaching qualification. Many regions run faster routes for career changers, especially in math, science and special education.
First step this week: Spend a day volunteering or substituting in a school before you commit.
Mental health counselor
Helps people work through emotional and behavioral difficulties.
- AI exposure
- 22/100 High
- Typical US pay
- $50k to $70k
- Work setting
- Mixed, can be self-employed
- Getting qualified
- Master's degree plus supervised hours
Why it holds up: Chatbots can offer support, but most people in real difficulty want a qualified human, and regulators require one.
How people get in: Complete a counseling master's, supervised practice and licensing.
First step this week: Volunteer on a listening or crisis line to test whether the work suits you.
Career or executive coach
Helps people set goals, make decisions and perform better at work.
- AI exposure
- 28/100 High
- Typical US pay
- Varies; often $50k to $100k
- Work setting
- Mixed, can be self-employed
- Getting qualified
- A coaching certification takes 6 to 12 months
Why it holds up: Clients pay for accountability and a relationship. Demand tends to rise when careers are being disrupted.
How people get in: Build on real experience in a field, take a recognized coaching course, and start with a handful of low-cost clients.
First step this week: Offer three people a free one-hour session and ask what was most useful.
Run your own show
Two of the most resilient options are about owning the work. A professional kitchen runs on speed, physical skill and leadership under pressure. A local service business, from landscaping to cleaning to repairs, depends on doing physical work for people in your area, which is about as hard to automate as work gets.
Chef or kitchen lead
Designs menus and runs a professional kitchen and its team.
- AI exposure
- 12/100 Very high
- Typical US pay
- $50k to $65k
- Work setting
- Hands-on, can be self-employed
- Getting qualified
- Learned on the job; culinary school is optional
Why it holds up: Cooking at speed, managing a team under pressure and creating food people return for is physical and creative at once.
How people get in: Start in a kitchen and move up the line, or take a culinary program to move faster.
First step this week: Ask a restaurant you respect whether you can work a trial shift.
Local service business owner
Runs a business that serves local customers: trades, care, cleaning, fitness, repairs, food.
- AI exposure
- 15/100 Very high
- Typical US pay
- Varies with the business
- Work setting
- Mixed, can be self-employed
- Getting qualified
- You can start small alongside a job
Why it holds up: Local, physical services cannot be delivered by software, and customers choose people they trust.
How people get in: Pick a service you can deliver well, win five paying customers, then build systems and hire.
First step this week: Write down three services you could sell locally and ask five people which one they would pay for.
AI-proof jobs that pay well
Low AI exposure and high pay do overlap, but usually at the cost of longer training. These are the best-paid careers in our list with an AI exposure under 40:
- 1Dental hygienistHealthcare9/100 Very high resilience$85k to $100k2+ years
- 2Occupational therapistHealthcare12/100 Very high resilience$90k to $105k2+ years
- 3Registered nurseHealthcare12/100 Very high resilience$80k to $100k1 to 2 years
- 4Physician assistantHealthcare14/100 Very high resilience$120k to $140k2+ years
- 5Speech-language pathologistHealthcare14/100 Very high resilience$85k to $100k2+ years
- 6Local service business ownerSomething else15/100 Very high resilienceVaries with the businessUnder 6 months
- 7Construction site managerTrades & manufacturing22/100 High resilience$95k to $120k1 to 2 years
- 8Health and safety specialistTrades & manufacturing25/100 High resilience$75k to $90k6 to 12 months
- 9Technical sales engineerSales & customer service30/100 High resilience$100k to $130kUnder 6 months
- 10Civil or field engineerScience & engineering30/100 High resilience$90k to $105k2+ years
Physician assistants and construction site managers stand out: both are paid in the six figures, both depend on judgment and accountability, and both score 22 or lower. If you can’t commit to years of school right now, look at technical sales engineering. It pays $100k to $130k, scores 30, and rewards people who understand a product and can earn a buyer’s trust, which a chatbot can’t do.
AI-proof jobs without a degree
If you want to change direction without a four-year degree, the skilled trades and emergency care are your best options. Every career below can be started in a year or less, and many pay you while you train.
- 1PlumberTrades & manufacturing8/100 Very high resilience$55k to $70kUnder 6 months
- 2Custom carpenter or renovation specialistTrades & manufacturing8/100 Very high resilience$50k to $65k6 to 12 months
- 3Paramedic or EMTHealthcare9/100 Very high resilience$40k to $60k6 to 12 months
- 4Wind or solar technicianTrades & manufacturing10/100 Very high resilience$48k to $65kUnder 6 months
- 5ElectricianTrades & manufacturing12/100 Very high resilience$55k to $75kUnder 6 months
- 6HVAC technicianTrades & manufacturing12/100 Very high resilience$50k to $65k6 to 12 months
- 7Chef or kitchen leadRetail, food & travel12/100 Very high resilience$50k to $65k6 to 12 months
- 8Local service business ownerSomething else15/100 Very high resilienceVaries with the businessUnder 6 months
- 9Building and construction inspectorTrades & manufacturing15/100 Very high resilience$65k to $80k6 to 12 months
- 10Health and safety specialistTrades & manufacturing25/100 High resilience$75k to $90k6 to 12 months
- 11Career or executive coachEducation28/100 High resilienceVaries; often $50k to $100kUnder 6 months
- 12Event producerRetail, food & travel28/100 High resilience$50k to $65kUnder 6 months
AI-proof jobs for introverts
Not every safe job means talking to people all day. If you prefer focused, practical or technical work, these careers score low on AI exposure and lean toward hands-on, analytical or structured work rather than constant social contact.
- 1PlumberTrades & manufacturing8/100 Very high resilience$55k to $70kUnder 6 months
- 2Custom carpenter or renovation specialistTrades & manufacturing8/100 Very high resilience$50k to $65k6 to 12 months
- 3Veterinary technicianHealthcare8/100 Very high resilience$40k to $50k1 to 2 years
- 4Aircraft maintenance technicianTransport & logistics10/100 Very high resilience$70k to $85k1 to 2 years
- 5Wind or solar technicianTrades & manufacturing10/100 Very high resilience$48k to $65kUnder 6 months
- 6ElectricianTrades & manufacturing12/100 Very high resilience$55k to $75kUnder 6 months
- 7HVAC technicianTrades & manufacturing12/100 Very high resilience$50k to $65k6 to 12 months
- 8Building and construction inspectorTrades & manufacturing15/100 Very high resilience$65k to $80k6 to 12 months
- 9Robotics and automation technicianTrades & manufacturing18/100 High resilience$60k to $75k1 to 2 years
- 10Radiologic or MRI technologistHealthcare20/100 High resilience$70k to $85k1 to 2 years
The jobs most exposed to AI
For contrast, here are typical jobs scored with exactly the same method as the test. The pattern is clear: the more of a week that goes to writing, data entry, routine questions and screen-based production, the higher the score.
- Data entry clerk96%Very high
- Customer support agent88%Very high
- Bookkeeper84%Very high
- Paralegal84%Very high
- Copywriter79%Very high
- Accountant72%Very high
- Software developer70%Very high
- Graphic designer59%High
- Marketing manager56%High
- Project manager47%Moderate
Independent research points the same way. When Anthropic measured how people actually use its AI at work, computer programmers had about 75% of their tasks covered and data entry keyers 67%, with customer service representatives also among the most exposed. The BLS now projects office and administrative support to be the fastest-shrinking group of all, losing 752,100 jobs (−4.0%) by 2035, and names AI-powered automation as a reason.
A high score doesn’t mean these jobs vanish. It means the job changes: the routine part shrinks and the human part (judgment, relationships, exceptions) becomes most of what you are paid for. Our guide to the skills AI can’t replace shows how to move toward that part of your role.
Is any job 100% safe from AI?
No, and you should be wary of any list that says otherwise. Three things are worth knowing.
Exposure is not the same as job loss. In 2026 the BLS introduced official AI exposure categories for occupations, from low to very high, and is explicit that a high rating does not mean a job will disappear. Anthropic found no systematic rise in unemployment among highly exposed workers since late 2022.
The early warning sign is hiring, not firing. Stanford’s Digital Economy Lab found a 16% relative drop in employment for workers aged 22 to 25 in the most AI-exposed jobs, while older workers in the same jobs held steady. Anthropic saw a similar slowdown in young people getting hired into exposed roles. Companies are hiring fewer juniors for work that AI can now do, rather than firing experienced staff.
Some work has no AI coverage at all yet. In Anthropic’s data, about 30% of workers are in jobs where AI has not been observed doing any of the tasks: cooks, motorcycle mechanics, lifeguards, bartenders, dishwashers. Microsoft’s study of real AI conversations reached the same conclusion from another angle. The jobs where AI applies least include roofers, dishwashers, nursing assistants and phlebotomists, all physical, in-person work.
Where the new jobs are coming from
The good news is that the economy keeps creating work. The BLS projects 5.9 million new U.S. jobs between 2025 and 2035. The fastest-growing occupations show where to look:
| Occupation | Projected growth, 2025–35 | Why it’s growing |
|---|---|---|
| Nurse practitioners | +41.0% | Team-based care for an aging population |
| Solar photovoltaic installers | +36.5% | Rising electricity demand |
| Data scientists | +34.6% | Building and running AI systems |
| Wind turbine service technicians | +29.5% | Wind power expansion |
| Computer and information research scientists | +21.8% | AI research and development |
Two lessons stand out. First, AI itself creates demand: data scientists and research scientists grow because of it. Second, the energy and healthcare jobs on this list are physical and in-person, which is exactly what makes them AI-resistant. One caveat: solar installers and wind technicians are small occupations, adding fewer than 15,000 jobs between them, so fast growth doesn’t mean many openings.
How to choose the right AI-proof job for you
A list of safe jobs is a starting point, not a decision. Before you commit to retraining, check four things:
- Fit. Will you actually enjoy the work? Career counselors use six interest types (practical, investigative, creative, social, enterprising and structured) to predict which jobs people stick with. A safe job that doesn’t suit you rarely lasts.
- Training time. Be honest about how many months you can spend before you need to earn. An apprenticeship that pays you may beat a cheaper course that doesn’t.
- Local demand. Pay and openings vary a lot by region. Look at real job postings near you before you sign up for anything.
- Your current exposure. If your own score is moderate, you may not need to switch at all. Strengthening the protected half of your current role can be faster and cheaper.
Our free test checks all four in about four minutes: it scores your current task mix, maps your interests and ranks all 50 careers by fit and AI resilience.
How we scored these jobs
Each career gets an AI exposure rating from 0 to 100 based on its typical mix of tasks. We weight eight task areas, from writing and data entry to hands-on and face-to-face work, by how well current AI performs them, following the task-based approach used in academic and government research. The ratings are estimates and change as AI improves. Read the full method.
Frequently asked questions
What jobs can AI not replace?
What is the most AI-proof job?
Are trade jobs safe from AI?
Is nursing AI-proof?
What AI-proof jobs pay well?
What AI-proof jobs don't need a degree?
Are software engineers safe from AI?
Sources
- Employment Projections: 2025–2035U.S. Bureau of Labor Statistics, August 27, 2026
- Artificial Intelligence (AI) exposure categoriesU.S. Bureau of Labor Statistics, August 2026
- Labor market impacts of AI: A new measure and early evidenceAnthropic, March 5, 2026
- Canaries in the Coal Mine? Six Facts about the Recent Employment Effects of Artificial IntelligenceStanford Digital Economy Lab, November 2025
- Working with AI: Measuring the Occupational Implications of Generative AIMicrosoft Research (arXiv 2507.07935), July 2025
PathProof exposure scores are our own estimates, built from the task-based research above. See how the score works.