3 часа назад
Applied AI Scientist
192 157 - 297 843$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Applied AI Scientist (Machine Learning/Data Science): Developing scalable AI and machine learning solutions for personalization, recommendations, computer vision, and GenAI across a fashion marketplace with an accent on large-scale data, model deployment, and measurable business impact. Focus on building end-to-end ML systems, applying CNNs, Transformers, and Vision Transformers, and experimenting with LLM, RAG, and PEFT techniques.
Location: Hybrid office role in Redwood City, California, United States
Salary: $192,157–$297,843 base salary per year, plus potential equity and bonus
Company
is a fashion marketplace combining social discovery, buying and selling, and data-driven shopping experiences for 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 solutions for feed personalization, product recommendations, computer vision, GenAI, marketing optimization, trust and safety, and product experience.
- Design scalable machine learning solutions for product, marketing, operations, and community functions.
- Collaborate with ML engineers, product managers, business stakeholders, and data scientists to deploy high-impact models.
- Explore emerging AI technologies and establish best practices for production machine learning systems.
- Mentor junior scientists and engineers and support continuous learning across the team.
Requirements
- 5–8 years of experience building scalable data science solutions in a big data environment.
- Hands-on experience with 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.
- Experience with personalization algorithms, recommendation systems, or user behavior modeling.
- Strong problem-solving and communication skills, including the ability to explain technical concepts to executives and engineers.
Nice to have
- Familiarity with Large Language Models, Retrieval-Augmented Generation, or Parameter-Efficient Fine-Tuning.
Culture & Benefits
- Hybrid work environment based in the Redwood City office.
- Opportunity to work with large-scale data generated by a global fashion marketplace community.
- Additional compensation may include equity, performance-based incentives, and a comprehensive benefits package.
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