Data Science Manager+22% typical comp change · ~3.5y typical
57% of observed moves out of Senior Data Scientist go here (640 careers)
leadership branchconfidence high640 careers100% of observed exits move upward from there
Observed career paths · data
Where does a Senior Data Scientist go next?
13 observed directions, from real career histories. Percentages are the share of people who made each move; the count is how many careers each number rests on. This is the generic map. No aspiration, no filler.
Management path
Director of Data+54% typical comp change · ~7.5y typical
reachable via Data Science Manager. 57% joint share of observed careers
leadership branchconfidence moderate310 careers100% of observed exits move upward from there
Staff Data Scientist-1% typical comp change · ~4.0y typical
23% of observed moves out of Senior Data Scientist go here (260 careers)
leadership branchconfidence moderate260 careers100% of observed exits move upward from there
Higher-growth opportunity
Director of Data Science+90% typical comp change · ~7.0y typical
reachable via Staff Data Scientist. 3% joint share of observed careers
executive stepconfidence moderate260 careersno observed onward moves above the evidence floor
Adjacent career
Senior Product Manager+3% typical comp change · ~3.8y typical
12% of observed moves out of Senior Data Scientist go here (140 careers)
adjacent moveconfidence moderate140 careers100% of observed exits move upward from there
Career pivot
Senior Software Engineer+1% typical comp change · ~3.2y typical
8% of observed moves out of Senior Data Scientist go here (90 careers)
pivotconfidence low90 careers83% of observed exits move upward from there
Staff Engineer+23% typical comp change · ~6.8y typical
reachable via Senior Software Engineer. 4% joint share of observed careers
pivotconfidence low90 careers67% of observed exits move upward from there
Entrepreneurial possibility
Founder-18% typical comp change · ~8.2y typical
reachable via Senior Product Manager. 1% joint share of observed careers
foundingconfidence moderate140 careers30% of observed exits move upward from there