Data & Analytics

Junior to Senior Data Scientist

5 stages from Junior Data Scientist to Principal/Director Data Scientist

Career Ladder

Stage 1 of 50-2 years

Python/R programmingStatistics fundamentalsSQL and data wranglingBasic ML algorithmsData visualization

Complete data science bootcamp or degree

Build Kaggle portfolio

Publish analysis notebooks

Get first analyst or junior DS role

Learn version control for data projects

Link to Kaggle profile and notebooks

List statistical methods you've applied

Show datasets you've worked with

Include relevant coursework

Highlight any published analyses

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