Career pivots, measured.
158 routes across every field our data covers, each a saved state of the working instrument: the readiness number, the posted salary band, the exact skill gap, and the observed-transition data behind it. Not advice in the abstract, the specific places a specific starting point can reach.
156 routes
Technology 31 routes
- Software Engineer → Backend Developer73%$85k–$145k · High demand
- Software Engineer → Mobile Developer69%$90k–$130k · Moderate demand
- Security Engineer → Penetration Tester68%$85k–$150k · Low demand
- AI Engineer → Prompt Engineer67%$80k–$125k · Moderate demand
- Backend Developer → Software Engineer67%$85k–$205k · High demand
- IT Support Specialist → Systems Administrator67%$60k–$110k · High demand · observed flow
- Penetration Tester → Security Engineer63%$65k–$150k · High demand
- DevOps Engineer → Systems Administrator61%$60k–$110k · High demand · observed flow
- Backend Developer → Mobile Developer60%$90k–$130k · Moderate demand
- Machine Learning Engineer → AI Engineer60%$70k–$145k · High demand
- BI Developer → Data Analyst59%$60k–$100k · High demand
- DevOps Engineer → Penetration Tester59%$85k–$150k · Low demand
- Security Engineer → Network Engineer58%$75k–$145k · High demand · observed flow
- Data Engineer → Data Analyst56%$60k–$100k · High demand · observed flow
- Frontend Developer → Mobile Developer56%$90k–$130k · Moderate demand · observed flow
- Data Scientist → Machine Learning Engineer55%$100k–$170k · High demand · observed flow
- Machine Learning Engineer → Prompt Engineer55%$80k–$125k · Moderate demand
- Data Analyst → BI Developer54%$75k–$120k · High demand
- Penetration Tester → Developer Advocate54%$150k–$230k · Moderate demand
- Data Scientist → Data Engineer53%$80k–$130k · High demand · observed flow
- IT Support Specialist → Network Engineer53%$75k–$145k · High demand · observed flow
- Data Analyst → Product Analyst52%$70k–$100k · High demand
- Game Developer → Game Designer50%$70k–$120k · Moderate demand · observed flow
- AI Engineer → Developer Advocate48%$150k–$230k · Moderate demand
- Network Engineer → Systems Administrator48%$60k–$110k · High demand · observed flow
- Solutions Architect → Data Engineer48%$80k–$130k · High demand · observed flow
- Solutions Architect → AI Engineer47%$70k–$145k · High demand · observed flow
- Data Engineer → Product Analyst46%$70k–$100k · High demand · observed flow
- Computer Vision Engineer → Robotics Engineer45%$85k–$150k · Moderate demand · observed flow
- Technical Artist → Game Developer45%$70k–$120k · Moderate demand · observed flow
- Data Analyst → Data Engineer41%$80k–$130k · High demand · observed flow
Healthcare 26 routes
- Medical Assistant → Dental Hygienist90%$45k–$90k · High demand
- Nurse Practitioner → Dental Hygienist81%$45k–$90k · High demand
- Physician → Nurse Practitioner80%$40k–$125k · High demand
- Pharmacist → Dental Hygienist79%$45k–$90k · High demand
- Registered Nurse → Nurse Practitioner78%$40k–$125k · High demand · observed flow
- Pharmacist → Nurse Practitioner78%$40k–$125k · High demand · observed flow
- Physician → Dental Hygienist77%$45k–$90k · High demand
- Psychologist → Genetic Counselor76%$70k–$100k · Moderate demand
- Registered Nurse → Dental Hygienist73%$45k–$90k · High demand
- Medical Assistant → Registered Nurse71%$55k–$105k · High demand · observed flow
- Psychologist → Therapist / Counselor67%$80k–$105k · High demand · observed flow
- Dental Hygienist → Nurse Practitioner66%$40k–$125k · High demand
- Therapist / Counselor → Social Worker66%$55k–$110k · High demand · observed flow
- Therapist / Counselor → Medical Scribe58%$35k–$45k · Moderate demand
- Health Informatics Specialist → Paramedic57%$30k–$60k · High demand
- Social Worker → Therapist / Counselor56%$80k–$105k · High demand · observed flow
- Social Worker → Genetic Counselor54%$70k–$100k · Moderate demand
- Genetic Counselor → Social Worker51%$55k–$110k · High demand
- Dental Hygienist → Pharmacist49%$75k–$180k · High demand
- Health Informatics Specialist → Medical Scribe48%$35k–$45k · Moderate demand
- Nurse Practitioner → Registered Nurse48%$55k–$105k · High demand · observed flow
- Clinical Research Coordinator → Medical Writer47%$70k–$125k · Moderate demand · observed flow
- Genetic Counselor → Psychologist47%$100k–$130k · High demand
- Paramedic → Dental Hygienist47%$45k–$90k · High demand
- Clinical Research Coordinator → Data Annotator45%$20k–$65k · Moderate demand
- Paramedic → Registered Nurse45%$55k–$105k · High demand
Business 26 routes
- Account Executive → Sales Representative86%$35k–$70k · High demand · observed flow
- Account Executive → Customer Success Manager71%$60k–$110k · High demand · observed flow
- Product Manager → Product Analyst67%$70k–$100k · High demand · observed flow
- Sales Representative → Real Estate Agent67%$35k–$90k · High demand · observed flow
- Supply Chain Analyst → Warehouse Manager66%$55k–$70k · High demand · observed flow
- Customer Support Specialist → Executive Assistant63%$40k–$80k · High demand · observed flow
- Business Analyst → Project Manager62%$75k–$135k · High demand · observed flow
- Operations Manager → Construction Manager60%$80k–$120k · High demand · observed flow
- Supply Chain Analyst → Mobility Planner60%$45k–$85k · High demand · observed flow
- Customer Support Specialist → Flight Attendant59%$50k–$85k · Moderate demand · observed flow
- Customer Success Manager → Management Consultant56%$50k–$100k · High demand · observed flow
- Operations Manager → Customer Success Manager56%$60k–$110k · High demand · observed flow
- Business Analyst → Management Consultant54%$50k–$100k · High demand · observed flow
- Sales Representative → Customer Success Manager54%$60k–$110k · High demand · observed flow
- Management Consultant → Customer Success Manager49%$60k–$110k · High demand · observed flow
- Real Estate Developer → Management Consultant49%$50k–$100k · High demand · observed flow
- Real Estate Developer → Marketing Manager49%$60k–$125k · High demand · observed flow
- Business Analyst → Data Analyst48%$60k–$100k · High demand · observed flow
- Project Manager → Construction Manager48%$80k–$120k · High demand · observed flow
- Sales Engineer → Software Engineer48%$85k–$205k · High demand · observed flow
- Customer Success Manager → Project Manager45%$75k–$135k · High demand · observed flow
- Marketing Manager → Copywriter45%$55k–$95k · High demand · observed flow
- Product Manager → Marketing Manager45%$60k–$125k · High demand · observed flow
- Project Manager → Executive Assistant45%$40k–$80k · High demand · observed flow
- Sales Engineer → AI Engineer45%$70k–$145k · High demand · observed flow
- Marketing Manager → Product Manager22%$90k–$185k · High demand · observed flow
Architecture 12 routes
- Architect → Interior Designer64%$55k–$85k · High demand · observed flow
- Architectural Drafter → MEP Engineer58%$65k–$115k · Moderate demand · observed flow
- BIM Manager → MEP Engineer57%$65k–$115k · Moderate demand · observed flow
- BIM Manager → VDC Manager56%$85k–$130k · Moderate demand
- Urban Planner → Landscape Architect54%$60k–$90k · High demand · observed flow
- Architect → Structural Engineer52%$65k–$115k · High demand · observed flow
- Architect → Landscape Architect48%$60k–$90k · High demand
- Architect → Civil Engineer48%$60k–$100k · High demand · observed flow
- Architect → Electrical Engineer47%$70k–$130k · High demand · observed flow
- Architect → MEP Engineer45%$65k–$115k · Moderate demand · observed flow
- Mobility Planner → Warehouse Manager45%$55k–$70k · High demand · observed flow
- Architect → Industrial Designer15%$70k–$120k · Moderate demand · observed flow
Engineering 12 routes
- Industrial Engineer → Chemical Engineer58%$65k–$105k · High demand · observed flow
- Biomedical Engineer → Maintenance Technician54%$45k–$60k · High demand · observed flow
- Electrical Engineer → Mechanical Engineer54%$65k–$110k · High demand · observed flow
- Structural Engineer → Architect49%$55k–$85k · High demand · observed flow
- Industrial Engineer → Robotics Technician48%$50k–$70k · Moderate demand
- Robotics Technician → Maintenance Technician48%$45k–$60k · High demand
- Civil Engineer → Structural Engineer47%$65k–$115k · High demand
- Structural Engineer → Civil Engineer47%$60k–$100k · High demand
- Aerospace Engineer → Human Factors Engineer46%$120k–$165k · Moderate demand
- Electrical Engineer → Architect46%$55k–$85k · High demand · observed flow
- Civil Engineer → Architect45%$55k–$85k · High demand · observed flow
- Mechanical Engineer → Electrical Engineer45%$70k–$130k · High demand · observed flow
Design 11 routes
- Product Designer → UX Designer87%$70k–$150k · High demand
- Product Designer → Design Technologist62%$85k–$165k · Moderate demand
- Interior Designer → Architect57%$55k–$85k · High demand · observed flow
- Brand Designer → Graphic Designer55%$45k–$75k · High demand
- Motion Designer → Video Editor55%$50k–$85k · High demand · observed flow
- Video Editor → Motion Designer51%$70k–$120k · Moderate demand · observed flow
- Graphic Designer → Brand Designer50%$90k–$160k · Moderate demand
- Video Editor → Journalist50%$50k–$85k · High demand · observed flow
- UX Designer → Design Technologist47%$85k–$165k · Moderate demand
- Brand Designer → Creative Director46%$85k–$145k · High demand · observed flow
- Graphic Designer → UX Designer23%$70k–$150k · High demand
Finance 10 routes
- Accountant → Financial Controller80%$80k–$120k · High demand · observed flow
- Accountant → Bookkeeper75%$40k–$55k · High demand · observed flow
- Financial Analyst → Financial Controller63%$80k–$120k · High demand · observed flow
- Bookkeeper → Financial Controller58%$80k–$120k · High demand · observed flow
- Financial Controller → Bookkeeper57%$40k–$55k · High demand · observed flow
- Financial Controller → Accountant55%$55k–$80k · High demand · observed flow
- Bookkeeper → Accountant53%$55k–$80k · High demand · observed flow
- Auditor → Compliance Officer47%$55k–$105k · High demand · observed flow
- Financial Analyst → Accountant45%$55k–$80k · High demand · observed flow
- Accountant → Financial Analyst42%$65k–$85k · High demand · observed flow
Trades 8 routes
- Automotive Technician → Maintenance Technician69%$45k–$60k · High demand · observed flow
- Welder → Plumber61%$50k–$80k · High demand · observed flow
- Automotive Technician → Electrician60%$55k–$70k · High demand
- Electrician → Maintenance Technician59%$45k–$60k · High demand · observed flow
- Maintenance Technician → Plumber50%$50k–$80k · High demand · observed flow
- Electrician → Automotive Technician49%$50k–$70k · High demand · observed flow
- Maintenance Technician → Automotive Technician48%$50k–$70k · High demand · observed flow
- Plumber → Maintenance Technician48%$45k–$60k · High demand · observed flow
Education 7 routes
- Teaching Assistant → Teacher74%$55k–$75k · High demand · observed flow
- Teaching Assistant → Tutor66%$55k–$85k · High demand · observed flow
- Professor / Lecturer → Teacher65%$55k–$75k · High demand · observed flow
- Tutor → Teacher59%$55k–$75k · High demand · observed flow
- Tutor → Professor / Lecturer52%$50k–$95k · High demand · observed flow
- Corporate Trainer → Instructional Designer49%$60k–$100k · High demand · observed flow
- Corporate Trainer → Librarian46%$45k–$85k · High demand
Other 5 routes
- Chef → Cook69%$35k–$45k · High demand · observed flow
- Cook → Chef69%$35k–$55k · High demand
- Physical Therapist → Nurse Practitioner49%$40k–$125k · High demand · observed flow
- Physical Therapist → Dental Hygienist45%$45k–$90k · High demand
- Teacher → Instructional Designer13%$60k–$100k · High demand · observed flow
Legal 3 routes
Writing 3 routes
Transport 2 routes
Every route has confident scrape data behind both its origin and destination. Curated routes carry a hand-written judgment layer; the rest draft a read from the numbers, refined over time.
© 2026 PivotHopReal data, real career moves