Career change Opportunity Atlas
Compare career changes on the dimension you actually care about
828 career transitions from 97 occupations, each carrying four independent overlap measures from the O*NET 30.3 Database plus wage, projected growth, openings and typical entry education from BLS. Sort by whichever one matters to you.
Which career change is the best one?
There is no single best one, and the data says so directly. Across every transition published here, how much your skills carry over and how much your knowledge carries over turn out to be essentially unrelated — measured across the corpus, the correlation between them is close to zero. A move can be familiar work in an unfamiliar subject, or the reverse.
So this Atlas deliberately has no combined score, no fit score and no ranking. Any single number would be produced by weights nothing in O*NET or BLS justifies, and it would hide exactly the trade-off you need to see. Instead you pick the dimension — smallest retraining, highest wage, most similar days — and the Atlas orders by that one, and says so on screen.
Explore transitions
What each dimension means, and what it does not
Occupational statistics are easy to over-read. Each figure below is genuinely useful for one thing and routinely mistaken for another, so both are stated.
- Transferable skills overlap
- How much of what you already do well is rated important in the destination occupation too, weighted by how important O*NET says it is in each.Not a measure of whether an employer will believe your skills transfer. That argument still has to be made in a resume.
- Essential skills overlap
- The same calculation over the skills an occupation cannot be performed without.Not a licence or certification check. An occupation can share nearly all its essential skills and still legally require a credential you do not hold.
- Knowledge overlap
- How much of the subject-matter knowledge rated important for your occupation is also rated important for the destination.Not a measure of difficulty. A knowledge gap is usually the one closed by study rather than by experience, which is why it is shown separately from skills.
- Day-to-day work overlap
- How similar the actual activities are: what a person in each occupation spends the day doing.Not a measure of how similar the two jobs feel to work in. Culture, pace, autonomy and who you answer to are not in any occupational dataset.
- Median annual wage
- The national midpoint for people already working in that occupation, published by BLS for wage year 2025. Half earn more, half earn less.Not a salary you would be offered, and not a starting salary. Someone entering an occupation mid-career typically starts below the midpoint, and the figure varies widely by state and employer.
- Projected employment change
- How much BLS projects total employment in that occupation to grow or shrink between 2025 and 2035.Not a measure of how easy it is to get hired. A fast-growing occupation can be extremely competitive, and a flat one can hire constantly through turnover.
- Annual openings
- The average number of openings BLS projects per year, which includes replacing people who retire or move on — usually the larger share.Not offers, and not openings you would be a candidate for.
- Typical entry education
- The education level BLS records as typical for entry into the occupation, used here to show the size of the training step from where you are.Not a requirement. 'Typical' describes what most entrants have, not what any employer demands, and people enter most occupations from outside the typical path.
How to use the Atlas without fooling yourself
Sort twice, and pay attention to what moves. An occupation near the top on both transferable skills and day-to-day work is a genuinely adjacent move. One that only rises when you sort by wage is a bigger jump that happens to pay more, which is a real option but a different kind of decision.
Read the largest new demand before the overlap number. A high overlap with one unfamiliar capability named underneath tells you far more than the percentage does: it is the specific thing you would have to learn or evidence.
Treat a missing figure as missing, not as bad. BLS does not publish every field for every occupation. Where a figure is absent the Atlas leaves it out of that ordering entirely and names the occupations it held back, rather than sorting an unknown to the bottom where it would look like the worst option.
Remember these are two occupations, not two jobs. Everything here describes national occupational averages. It cannot see your employer, your city, your record, or the posting in front of you. That gap is the point at which occupational data stops being useful and a real job description takes over.
Every occupation in the Atlas
97starting points. Each links to that occupation’s full Career Escape Map, which covers the same destinations in prose.
- Accountant9 mapped
- Actuary9 mapped
- Aircraft Mechanic8 mapped
- Architect9 mapped
- Auto Body Repairer8 mapped
- Automotive Mechanic9 mapped
- Baker8 mapped
- Bank Teller6 mapped
- Bartender9 mapped
- Biological Technician9 mapped
- Bookkeeper7 mapped
- Bus Driver8 mapped
- Carpenter9 mapped
- Chef9 mapped
- Chemist9 mapped
- Childcare Worker7 mapped
- Civil Engineer9 mapped
- Claims Adjuster7 mapped
- Compliance Officer7 mapped
- Construction Manager8 mapped
- Correctional Officer9 mapped
- Cosmetologist9 mapped
- Customer Service Representative7 mapped
- Dental Assistant8 mapped
- Dental Hygienist9 mapped
- Dietitian9 mapped
- Dispatcher9 mapped
- Drafter9 mapped
- Editor9 mapped
- Electrician9 mapped
- Environmental Scientist9 mapped
- Executive Assistant7 mapped
- Financial Advisor9 mapped
- Financial Analyst9 mapped
- Firefighter9 mapped
- Flight Attendant9 mapped
- Food Service Manager9 mapped
- Graphic Designer9 mapped
- Heavy Equipment Operator8 mapped
- Hotel Manager8 mapped
- Human Resources Specialist9 mapped
- HVAC Technician9 mapped
- Industrial Machinery Mechanic8 mapped
- Insurance Agent9 mapped
- Interior Designer8 mapped
- IT Support Specialist9 mapped
- Janitor9 mapped
- Journalist7 mapped
- Landscaper9 mapped
- Lawyer9 mapped
- Librarian9 mapped
- Licensed Practical Nurse8 mapped
- Loan Officer8 mapped
- Machinist9 mapped
- Market Research Analyst9 mapped
- Marketing Manager9 mapped
- Massage Therapist9 mapped
- Mechanical Engineer9 mapped
- Medical Assistant9 mapped
- Mental Health Counselor7 mapped
- Nursing Assistant9 mapped
- Occupational Therapist8 mapped
- Optician9 mapped
- Paralegal9 mapped
- Paramedic9 mapped
- Personal Trainer9 mapped
- Pharmacist9 mapped
- Pharmacy Technician9 mapped
- Phlebotomist7 mapped
- Photographer9 mapped
- Physical Therapist9 mapped
- Plumber9 mapped
- Police Officer9 mapped
- Postal Worker9 mapped
- Probation Officer9 mapped
- Production Supervisor4 mapped
- Quality Control Inspector9 mapped
- Radiologic Technologist9 mapped
- Real Estate Agent9 mapped
- Receptionist8 mapped
- Registered Nurse9 mapped
- Respiratory Therapist7 mapped
- Retail Supervisor9 mapped
- School Counselor6 mapped
- Security Guard9 mapped
- Social Worker9 mapped
- Software Engineer9 mapped
- Speech-Language Pathologist9 mapped
- Surgical Technologist9 mapped
- Surveyor9 mapped
- Teacher9 mapped
- Technical Writer9 mapped
- Truck Driver9 mapped
- Urban Planner9 mapped
- Veterinary Technician9 mapped
- Warehouse Worker9 mapped
- Welder9 mapped
Source and method
Job Zone and the importance ratings behind every overlap figure come from the O*NET 30.3Database. Median annual wage, projected employment change, annual openings and typical entry education are reproduced from the U.S. Bureau of Labor Statistics Employment Projections, Table 1.2, projections 2025–35 and wage year 2025. Verified 2026-09-02. The overlap percentages and the wage differences are calculated by RoleSprint from those published values; wherever BLS publishes only a figure for a whole occupational group rather than the specific occupation, nothing is shown. Full methodology.
The whole corpus is also published as one machine-readable file, with its licence, attribution and limitations carried inside it, so it can be cited and checked rather than paraphrased: career-transitions.json.
This page includes information from the O*NET 30.3 Database by the U.S. Department of Labor, Employment and Training Administration (USDOL/ETA). Used under the CC BY 4.0 license. O*NET® is a trademark of USDOL/ETA. RoleSprint has modified all or some of this information. USDOL/ETA has not approved, endorsed, or tested these modifications. Analysis generated 2026-09-02 from the O*NET 30.3 Database. Entry education, work experience, and on-the-job training are reproduced from BLS Employment Projections Table 5.4, Education and training assignments by detailed occupation, 2024, published by the U.S. Bureau of Labor Statistics.