3 дня назад
Senior Lead - AI Engineering
185 000 - 197 500$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Lead - AI Engineering (LLMs/Generative AI): Building and optimizing production-grade LLM systems, including RAG pipelines, fine-tuning workflows, scalable inference services, and REST API endpoints with an accent on transformer models, embeddings, vector search, and evaluation. Focus on reducing latency and inference costs, integrating AI into production software environments, and designing reliable ML Ops workflows.
Location: Bellevue, Washington, United States; hybrid work with work-from-home and on-site presence at client or offices
Salary: $185,000–$197,500 annually
Company
is a management consulting and technology firm that combines data, science, technology, and human ingenuity to develop solutions and products for patients, caregivers, consumers, and clients.
What you will do
- Design and implement LLM-powered applications using transformer models.
- Build and optimize RAG pipelines with embeddings, chunking strategies, vector search, and hybrid search.
- Develop prompt engineering, structured output, tool-augmented LLM, and model fine-tuning workflows using LoRA, PEFT, and instruction tuning.
- Evaluate embedding and language models through automated and human-in-the-loop methods.
- Optimize inference for latency, GPU utilization, and cost efficiency through quantization, batching, and caching.
- Deploy scalable LLM and RAG services with FastAPI, integrate AI systems into production environments, and support CI/CD, monitoring, and reliability.
Requirements
- Bachelor’s or master’s degree in computer science or a related field.
- 4+ years of hands-on machine learning experience with production LLM systems.
- Strong knowledge of machine learning, deep learning, transformer architectures, prompt engineering, embeddings, and vector search.
- Backend API design experience with FastAPI, asynchronous programming, rate limiting, Python, type hints, Pydantic, SOLID principles, and design patterns.
- Experience with vector databases such as Pinecone, Weaviate, or Chroma, plus ML Ops, MLFlow, model versioning, and A/B testing.
- Fluency in English and authorization to work in the United States without now or future employer sponsorship are required.
Nice to have
- Experience with Langfuse for LLM observability.
- Experience working with NLP and computer vision.
Culture & Benefits
- Cross-functional skills development and custom learning pathways.
- Milestone training programs aligned with career progression.
- Internal mobility and role expansion opportunities.
- Comprehensive benefits supporting health, financial security, time away, and professional development.
- Client-facing work may require travel based on project and client needs.
Hiring process
- An online application with a full set of official or unofficial transcripts is required.
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