Senior Data Scientist (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist (AI): Building and optimizing machine learning models for personalized grocery recommendations with an accent on recommender systems, search ranking, and temporal dynamics. Focus on bridging ML with constrained optimization to balance user preferences with business requirements like inventory and budget.
Location: Must be based in the U.S. (Remote or hybrid in NYC).
Salary: $168,000–$210,000
Company
is an AI-driven food and wellness company acting as a personal assistant for healthy living by delivering groceries, recipes, and supplements.
What you will do
- Design robust feature representations from behavioral data to predict user intent.
- Architect sequential and recency-aware systems to adapt to shifting user preferences.
- Solve cold-start problems using cohort signals, clustering, and content embeddings.
- Integrate model scores with operations-research engines for business-aware re-ranking.
- Evolve personalization systems using multi-stage retrieval, ranking, and gradient-boosted trees.
- Define offline evaluation metrics and design online A/B tests to measure causal impact.
Requirements
- 5+ years of experience in data science or applied machine learning.
- Must be based in the U.S. as the company does not sponsor work visas.
- Deep expertise in personalization, search ranking, or recommender systems.
- Production-level engineering skills in Python and SQL.
- Strong grounding in statistics, causal inference, and experimentation.
- Commercial mindset to translate business constraints into scalable ML architectures.
Nice to have
- Experience with deep learning frameworks like PyTorch or JAX.
- Knowledge of probabilistic or hierarchical Bayesian modeling.
- Background in mathematical optimization or operations research.
- Experience with reinforcement learning or contextual bandits.
- Domain experience in e-commerce, grocery, or subscription-based B2C.
Culture & Benefits
- Remote-first culture with optional access to the NYC office.
- Comprehensive health, vision, dental, and life insurance.
- 401k with company match.
- Unlimited vacation policy and universal paid parental leave.
- Monthly grocery credit and home-office setup stipend.
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