CosmoQuick Transitions
CosmoQuickTransitions

Data & Analytics

Analysts, engineers, and scientists turning data into decisions.

13 roles$155,462 avg salary24+ transitions
Roles

All Data & Analytics roles

Transitions

Popular transitions in Data & Analytics

moderate60% overlap
Machine Learning Engineer Applied Scientist

Fast-track jump from machine-learning-engineer to applied-scientist — ambitious but very achievable with focused skill-building.

22 mo+19% salary
easy77% overlap
AI Engineer Applied Scientist

Natural progression from ai-engineer to applied-scientist — same track, higher scope and compensation.

11 mo+5% salary
moderate55% overlap
AI Engineer Research Scientist

Fast-track jump from ai-engineer to research-scientist — ambitious but very achievable with focused skill-building.

19 mo+21% salary
easy71% overlap
Applied Scientist Research Scientist

Natural progression from applied-scientist to research-scientist — same track, higher scope and compensation.

9 mo+15% salary
easy73% overlap
Data Analyst Senior Data Analyst

Natural progression from data-analyst to senior-data-analyst — same track, higher scope and compensation.

10 mo+34% salary
moderate54% overlap
Data Analyst Analytics Engineer

Fast-track jump from data-analyst to analytics-engineer — ambitious but very achievable with focused skill-building.

17 mo+50% salary
easy78% overlap
Senior Data Analyst Analytics Engineer

Natural progression from senior-data-analyst to analytics-engineer — same track, higher scope and compensation.

6 mo+12% salary
moderate60% overlap
Senior Data Analyst Analytics Manager

Fast-track jump from senior-data-analyst to analytics-manager — ambitious but very achievable with focused skill-building.

12 mo+34% salary
easy78% overlap
Analytics Engineer Analytics Manager

Natural progression from analytics-engineer to analytics-manager — same track, higher scope and compensation.

6 mo+20% salary
moderate59% overlap
Analytics Engineer Head of Data

Fast-track jump from analytics-engineer to head-of-data — ambitious but very achievable with focused skill-building.

13 mo+86% salary
easy78% overlap
Analytics Manager Head of Data

Natural progression from analytics-manager to head-of-data — same track, higher scope and compensation.

6 mo+55% salary
easy73% overlap
Business Intelligence Analyst Senior Data Analyst

Natural progression from business-intelligence-analyst to senior-data-analyst — same track, higher scope and compensation.

6 mo+28% salary
moderate53% overlap
Business Intelligence Analyst Analytics Engineer

Fast-track jump from business-intelligence-analyst to analytics-engineer — ambitious but very achievable with focused skill-building.

14 mo+43% salary
easy79% overlap
Data Engineer Senior Data Engineer

Natural progression from data-engineer to senior-data-engineer — same track, higher scope and compensation.

9 mo+27% salary
moderate60% overlap
Data Engineer Analytics Engineer

Fast-track jump from data-engineer to analytics-engineer — ambitious but very achievable with focused skill-building.

23 mo-4% salary
easy73% overlap
Senior Data Engineer Analytics Engineer

Natural progression from senior-data-engineer to analytics-engineer — same track, higher scope and compensation.

8 mo-25% salary
moderate54% overlap
Senior Data Engineer Head of Data

Fast-track jump from senior-data-engineer to head-of-data — ambitious but very achievable with focused skill-building.

19 mo+40% salary
easy74% overlap
Data Scientist Senior Data Scientist

Natural progression from data-scientist to senior-data-scientist — same track, higher scope and compensation.

9 mo+30% salary
moderate56% overlap
Data Scientist Applied Scientist

Fast-track jump from data-scientist to applied-scientist — ambitious but very achievable with focused skill-building.

13 mo+44% salary
easy71% overlap
Senior Data Scientist Applied Scientist

Natural progression from senior-data-scientist to applied-scientist — same track, higher scope and compensation.

6 mo+11% salary
moderate58% overlap
Senior Data Scientist Head of Data

Fast-track jump from senior-data-scientist to head-of-data — ambitious but very achievable with focused skill-building.

22 mo+32% salary
easy79% overlap
Applied Scientist Head of Data

Natural progression from applied-scientist to head-of-data — same track, higher scope and compensation.

6 mo+20% salary
easy71% overlap
Product Analyst Senior Data Analyst

Natural progression from product-analyst to senior-data-analyst — same track, higher scope and compensation.

6 mo+9% salary
moderate60% overlap
Product Analyst Product Manager

Fast-track jump from product-analyst to product-manager — ambitious but very achievable with focused skill-building.

18 mo+37% salary