Manager, Data Science (Automotive)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Manager, Data Science (Automotive): Developing and optimizing machine learning models for inventory and dealer intelligence with an accent on recommendations, demand forecasting, and valuation algorithms. Focus on overseeing the full ML lifecycle from R&D to production and leading a high-performing technical team.
Location: Hybrid (Boston, MA, US)
Salary: $185,000 — $231,000 USD
Company
is the largest and fastest-growing automotive marketplace, providing trust and transparency to the car shopping journey.
What you will do
- Oversee the development and evaluation of ML models for inventory and dealer intelligence, including demand forecasting and valuation algorithms.
- Facilitate A/B testing and experimentation to measure the business impact of production models.
- Lead and develop a high-performing team through regular coaching, feedback, and performance assessments.
- Drive the adoption of best-in-class ML and AI practices across the organization.
- Align the team's roadmap with broader business priorities and long-term strategic goals.
- Collaborate with Product, Engineering, and ML Platform teams to advance intelligence-powered products.
Requirements
- Must be based in the US (Boston, MA) for a hybrid work model.
- 5+ years of experience in data science or machine learning engineering.
- 2+ years of people leadership experience.
- Deep expertise in classification, regression, ranking, and recommendation models.
- Strong proficiency in Python and its ML ecosystem (PyTorch, XGBoost, scikit-learn, pandas, numpy).
- Experience with AWS and MLOps practices for deploying and monitoring models in production.
Culture & Benefits
- Flexible hybrid work model to encourage work-life balance.
- Equity for all employees from the start of employment.
- Comprehensive Total Rewards Package including discretionary bonuses and RSUs.
- Daily free lunch and commuting cost coverage.
- Employee resource groups (ERGs) and corporate giving programs.
- Perks such as new car discounts and meditation/fitness app subscriptions.
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