Data Scientist 2/3, Storefront (E-commerce)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Data Scientist 2/3 (Storefront/E-commerce): Developing real-time personalization, recommendation systems, and LLM-powered search engines for a DTC retail platform with an accent on conversion and user discovery. Focus on building automated ML pipelines, integrating Generative AI for query understanding, and optimizing relevance ranking for high-scale consumer traffic.
Location: Palo Alto, CA
Salary: $171,000 - $242,000 USD
Company
is a tech-driven direct-to-consumer retail company focusing on high-quality, sustainable essentials through AI, analytics, and automation.
What you will do
- Develop and refine ML models for near real-time personalization across app and site surfaces.
- Build a natural language search engine from 0 to 1 using LLMs like Claude and GPT for semantic search.
- Design and implement algorithms to drive daily customer engagement within the mobile app.
- Create and deploy automated end-to-end modeling pipelines using Python and SQL.
- Partner with Engineering to establish real-time tracking and performance monitoring frameworks.
- Translate business targets into actionable data science solutions in collaboration with product squads.
Requirements
- 5+ years of industry experience as a data scientist, preferably in e-commerce or high-scale consumer products.
- MS or PhD in statistics, mathematics, computer science, or a highly quantitative field.
- Exceptional proficiency in Python and SQL, with deep production knowledge of ML libraries.
- Hands-on experience deploying production-grade Recommender Systems and Personalization pipelines.
- Proven experience with Generative AI or LLM application workflows for query understanding.
- Must be based in Palo Alto, CA.
Nice to have
- Experience augmenting traditional NLP systems with LLMs for complex text parsing.
- Familiarity with BI tools such as Looker or Tableau for model tracking.
- Experience building data product specifications for distributed engineering teams.
Culture & Benefits
- Mission-driven environment challenging traditional retail markups.
- Commitment to sustainable materials, ethical production, and fair wages.
- High-performing team culture for builders and innovators.
- Inclusive workplace with a strong emphasis on equal opportunity and hiring integrity.
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