Data Scientist
Data Scientists analyze complex datasets using statistical methods and machine learning to extract insights and build predictive models.
Data Scientist has an AI risk score of 18/100 (Low Risk). The median salary is $125,000 with 200,000 people employed. The safest transition path is Machine Learning Engineer with a risk score of 15/100.
Safer than 89% of jobs in our database
How we calculate this score →Strong pivot potential — many safe, transferable career paths available.
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Recommended Courses
Start your transition today with these courses
Machine Learning Specialization
Stanford/Coursera
Skills You'll Learn
Deep Learning Specialization
DeepLearning.AI
Skills You'll Learn
Medical Laboratory Technician (MLT)
ASCP
Skills You'll Learn
Job Market Data
Real trends from multiple job platforms
Listing Trends
Career Outlook
Why this is a strong career choice
Why This Career Is AI-Resistant
Building AI requires human data scientists
Novel problems need creative problem-solving
Business context and stakeholder communication
Research and innovation cannot be automated
Strong choice for career changers
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Career Transitions
Safe career paths based on your existing skills
Machine Learning Engineer
15%Skills to Learn
Your first step
Look up a free MLOps course or tutorial — one evening is enough to know if this path fits you.
Principal Data Scientist
10%Skills to Learn
Your first step
Look up a free Research Leadership course or tutorial — one evening is enough to know if this path fits you.
Clinical Laboratory Scientist
25%Skills to Learn
Your first step
Look up a free Advanced Lab Techniques course or tutorial — one evening is enough to know if this path fits you.
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