Principal Data Scientist
G
G2Software marketplace
Remote (US)Full-TimePrincipal
Salary$190K - $235K; $190K – $235K
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Job Details
- Experience
- 8+ years of relevant experience in data science, applied statistics, or a closely related field, with a substantial portion focused on experimentation; or a PhD in a quantitative discipline plus 6+ years
- Required Skills
- PythonSQLSnowflakeAirflowData scienceSparkdbt
Requirements
- 8+ years of relevant experience in data science, applied statistics, or a closely related field, with a substantial portion focused on experimentation; or a PhD in a quantitative discipline plus 6+ years.
- Deep expertise in experimental design and causal inference (e.g., power and sensitivity analysis, variance reduction).
- Working command of both frequentist and Bayesian approaches.
- Demonstrated experience designing experimentation methodology for a real product.
- Proven track record of setting technical standards that other teams adopted.
- Strong applied experience with time series and web/behavioral data at scale.
- Fluency in Python and SQL.
- Comfort with modern data ecosystems such as Snowflake, Spark, Airflow, and dbt.
- Exceptional written and verbal communication skills.
Responsibilities
- Own the experimentation standard for G2 and G2 Digital Markets.
- Influence engineering and product teams to adopt a single, defensible approach for experiment design, metric definition, and analysis.
- Define requirements for holistic experimentation platform, including telemetry, metric layers, and analysis tooling.
- Design experimentation methods tailored to various traffic regimes and iteration constraints.
- Drive exploration and operationalization of modern experimentation methods like Bayesian frameworks and multi-armed bandits.
- Evangelize data science best practices and communicate impact across technical and non-technical stakeholders.
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