1 час назад
Lead Data Scientist (AI)
188 936 - 268 149$
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Lead Data Scientist (AI) (Machine Learning, Personalization, and Computer Vision): Developing scalable data science and AI solutions for personalization, recommendation systems, trust and safety, marketing optimization, and product experience with an accent on deep learning, computer vision, and GenAI. Focus on leading the full ML lifecycle, deploying models at large data scale, and applying emerging methods such as LLMs, RAG, and PEFT.
Location: US California (Redwood City) — Office
Salary: $188,936–$268,149 base salary per year; additional compensation may include equity, performance-based incentives, and benefits.
Company
is a fashion marketplace built around social discovery, buying and selling, and a community of more than 130 million users.
What you will do
- Lead end-to-end data science initiatives from ideation and data exploration through model deployment and optimization.
- Develop AI and machine learning solutions for feed personalization, product recommendations, computer vision, GenAI, trust and safety, marketing, operations, and product experience.
- Design and deploy scalable models in collaboration with ML engineers, product managers, business stakeholders, and other data scientists.
- Analyze large-scale, noisy datasets and use ’s data platform to support data-driven business decisions.
- Experiment with emerging AI technologies and methodologies, including LLMs, RAG, and PEFT.
- Establish production ML best practices and mentor junior scientists and engineers.
Requirements
- 5–8 years of experience building scalable data science solutions in big data environments.
- Hands-on experience with machine learning algorithms including CNNs, Transformers, and Vision Transformers.
- Proficiency in Python, SQL, and Spark using Scala or PySpark.
- Experience with PyTorch or TensorFlow and a solid foundation in linear algebra, statistics, probability, calculus, and A/B testing.
- Strong problem-solving skills and the ability to communicate complex technical concepts to executives and engineers.
- On-site work in Redwood City, California is required.
Nice to have
- Experience with personalization algorithms, recommendation systems, or user behavior modeling.
- Familiarity with Large Language Models, Retrieval-Augmented Generation, or Parameter-Efficient Fine-Tuning.
Culture & Benefits
- Work on data science problems involving billions of daily events and a large user community.
- Collaborate across ML engineering, product, business, and data science functions.
- Base salary is supplemented by potential equity, performance-based incentives, and a comprehensive benefits package.
- Support continuous learning through mentoring and adoption of new AI technologies.
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