Senior Data Scientist - AI/ML Engineer (GenAI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Data Scientist - AI/ML Engineer (GenAI): Designing and implementing production-grade generative AI solutions and intelligent agent architectures with an accent on RAG pipelines and LLM scalability. Focus on building multi-agent systems, optimizing model performance via LoRA, and developing cloud-native AI infrastructure for enterprise data operations.
Location: Must be based in the Sunnyvale Office (US)
Salary: $185,000 - $250,000
Company
is a San Francisco-founded startup revolutionizing enterprise data operations through agentic AI and proprietary knowledge graphs.
What you will do
- Design and implement sophisticated multi-agent systems to enable seamless collaboration between AI and human data professionals.
- Build and optimize large-scale retrieval-augmented generation (RAG) pipelines for enterprise knowledge bases.
- Adapt off-the-shelf models for specific enterprise tasks using advanced fine-tuning techniques like LoRA and Prompt Tuning.
- Develop and optimize cloud-native architectures on AWS and Kubernetes for large-scale training and inference.
- Implement robust security measures, including data anonymization and prompt injection prevention.
Requirements
- Location: Must be based in Sunnyvale, CA.
- 5+ years of hands-on ML/AI experience, with at least 1 year specifically in GenAI/LLM projects.
- Proven track record of successfully deploying ML/AI systems in production environments.
- Expertise in Python and the ML stack (Hugging Face, NumPy, Pandas, scikit-learn).
- Production experience with deep learning frameworks (PyTorch/Tensorflow) and transformer architectures.
- Experience with API development (FastAPI) and LLM evaluation metrics.
Nice to have
- Experience with vector databases such as Pinecone or Weaviate.
- Proficiency in LLM frameworks like LangChain or LlamaIndex.
- Expertise in model compression, distillation, and semantic search.
Culture & Benefits
- Competitive base salary and equity (0.05% - 0.5%).
- Access to cutting-edge AI infrastructure and resources.
- Learning budget for AI courses, books, and computing resources.
- Team offsites and opportunities to present at leading global industry conferences.
- Intellectually stimulating environment working with Silicon Valley veterans.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →