AI ML engineer - 23454
Sumeru Solutions
Role: AI ML engineer
Woodland Hills, CA
Mandatory Skills;
- 8+ years of Python development experience
- 5+ years of Machine Learning model development and training
- 3+ years of Generative AI / LLM solution development
- 3+ years of Vector Database, Embeddings, and RAG implementation
- 2+ years of A2A (Agent-to-Agent) and MCP (Model Context Protocol) implementation experience
- 2+ years of AI Agent and Multi-Agent System development experience
Job Title: Lead II - ML Engineering Data Science Engineer
Role Overview We are seeking a highly skilled Data Science Engineer to design and develop scalable ML and Generative AI solutions. The ideal candidate will have deep expertise in Python, hands-on experience in model training, document processing pipelines, and strong knowledge of vector databases and modern ML/GenAI frameworks.
Key Responsibilities
Develop and deploy machine learning and GenAI solutions using Python Design and optimize prompt engineering strategies for LLM-based applications
Build document extraction, parsing, and chunking pipelines for structured and unstructured data Train, evaluate, and fine-tune ML models; manage tagging and labeling workflows Implement embedding generation and vector search solutions Integrate ML models with Vector DBs and MongoDB Ensure code quality, scalability, and production readiness Required Qualifications Expert-level proficiency in Python Strong experience in model training, evaluation, and tagging workflows Hands-on experience with document extraction and chunking techniques Solid understanding of ML algorithms and Generative AI concepts Experience working with Vector Databases and/or MongoDB
- ...fine-tuning o Tagging and labeling workflows · Generative AI & LLMs o Prompt engineering for LLM-based applications · Document Processing o Document... ...Databases o Vector Databases o MongoDB · Production-grade ML Engineering o Scalable, production-ready ML/GenAI solutions...Suggested
$91.3k - $124.4k
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