Principal Data Scientist (Automotive)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Principal Data Scientist (ML): Leading the design and development of high-impact machine learning systems for an automotive marketplace with an accent on Recommendations, Search Ranking, and Instant Market Value algorithms. Focus on owning the end-to-end ML lifecycle from problem framing and experimentation to production deployment and continuous improvement.
Location: Hybrid (Boston, Massachusetts, United States)
Salary: $170,000 — $212,000 USD
Company
The largest and fastest-growing automotive marketplace dedicated to bringing trust and transparency to the car shopping experience.
What you will do
- Own the end-to-end design and implementation of production ML models, including architecture and feature strategy.
- Develop and maintain data pipelines for training and inference using SQL and Snowflake.
- Collaborate with engineering on system and API design to ensure latency, reliability, and observability.
- Lead experimentation and model evaluation through A/B testing and offline metrics.
- Communicate technical trade-offs and analytical findings to stakeholders and senior business leaders.
Requirements
- 7+ years of experience in Data Science or ML roles with a track record of shipping production systems.
- Deep expertise in supervised and unsupervised learning across structured and unstructured datasets.
- Proven experience deploying and maintaining ML services in cloud environments (AWS, SageMaker, Snowflake).
- High proficiency in Python and SQL, with a focus on coding and reproducibility standards.
- Advanced degree in Computer Science, Data Science, Mathematics, or a related quantitative field.
- Must be based in or able to work in a hybrid model in the USA
Culture & Benefits
- Equity for all employees and access to Restricted Stock Units (RSUs).
- Comprehensive Total Rewards Package with discretionary bonuses and incentives.
- Flexible hybrid work model and robust time off policies.
- Perks including daily free lunch, new car discounts, and commuting cost coverage.
- Support for well-being through meditation and fitness apps.
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