Senior Data Scientist: Production ML & Attribution

Samba; San Francisco (CA); On-site; USD 150,000 - 185,000; Full time

Benefits offered by this job

Health insurance

Retirement savings plan

Paid time off

Job summary

A leading tech company in San Francisco is seeking an experienced Data Scientist to own complex modeling work in their measurement and audience sciences products. The ideal candidate will possess 5-7 years of data science experience, proficient in Python and PySpark, and have a strong understanding of statistical methods. Roles include designing measurement models and mentoring junior staff. The position offers a competitive salary range of $150,000 to $185,000, alongside significant benefits including health insurance and retirement plans.

Qualifications

• 5-7 years of professional data science experience with measurable results.
• Hands-on experience with uplift modeling and causal inference methods.
• Fluent in the full ML lifecycle including feature engineering and model evaluation.

Responsibilities

• Write and own production-quality Python code end-to-end.
• Design, build, and deploy measurement models for campaign analysis.
• Lead technical design reviews and mentor junior Data Scientists.

Skills

Expert-level Python

Advanced PySpark

Strong ownership mindset

Statistical reasoning

Causal ML methods

Education

Advanced degree (MS or PhD) in Statistics, Mathematics, Computer Science, or related field

Tools

Databricks

Job description

A leading tech company in San Francisco is seeking an experienced Data Scientist to own complex modeling work in their measurement and audience sciences products. The ideal candidate will possess 5-7 years of data science experience, proficient in Python and PySpark, and have a strong understanding of statistical methods. Roles include designing measurement models and mentoring junior staff. The position offers a competitive salary range of $150,000 to $185,000, alongside significant benefits including health insurance and retirement plans.