Data Scientist
jobs in San Francisco that
LinkedIn doesn't show

3 roles from funded startups and hidden sources. Posted
minutes ago. Updated every 60 seconds

Open roles3
Median salary band$212k
Companies hiring3
Avg time to fill18 days

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Interview prep for Data Scientist roles

Data science interviews blend coding, statistics, ML theory, and business impact — requiring both technical depth and communication skills.. Explore key insights and preparation tips to help you excel in your interview process.

CODING PREP

Python & SQL fundamentals

Data manipulation, algorithms, and statistical programming form the coding foundation for most data science interviews.

DifficultyMedium

Focus on pandas, numpy, and SQL joins

Start Coding
SYSTEM DESIGN COURSES

ML system architecture

Design end-to-end ML pipelines, feature stores, and recommendation systems at scale.

  • ML Pipeline

    Training & inference workflows

  • Feature Engineering

    Data processing at scale

  • Model Deployment

    Serving & monitoring systems

Start Practicing
COMPANY INSIGHTS

Company-specific focus areas

Different companies emphasize different aspects of data science based on their business needs and scale.

  • Meta

    A/B testing and causal inference for product metrics

  • Netflix

    Recommendation algorithms and personalization at scale

Start Practicing

Why San Francisco stands out

Compare cost-of-living buying power and how crowded the market is versus other major tech cities—so you can focus your search where the odds fit your goals.

Strategic ROI Despite Premium Market

While San Francisco commands higher housing costs, data scientists earn 25-40% salary premiums over New York, with stock options and equity packages often doubling total compensation. The 15% housing cost difference is offset by superior career acceleration and wealth-building opportunities in the world's tech capital.

New York baseline100
San Francisco (15% lower)85

Less Saturated Than East Coast Markets

San Francisco's data science market shows lower saturation than traditional finance hubs, with tech companies actively expanding ML teams and creating new specialized roles.

San Francisco
New York
Boston

Frequently Asked Questions

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