Artificial Intelligence/Machine Learning Engineer
10 hours ago
Hiring a Staff LLM-RAG Engineer to lead the development and optimization of enterprise-grade retrieval-augmented generation systems. You will architect scalable AI solutions, integrate large language models with advanced retrieval pipelines, and ensure production readiness. This role combines deep technical expertise with the ability to guide teams and deliver results on aggressive timelines.
Most Important Skills/Responsibilities :
- Lead RAG Architecture Design : Define and implement best practices for retrieval-augmented generation systems, ensuring reliability, scalability, and low-latency performance.
- Full-Stack AI Development : Build and optimize multi-stage pipelines using LLM orchestration frameworks (LangChain, LangGraph, LlamaIndex, or custom).
- Programming & Integration : Develop services and APIs in Python and Golang to support AI workflows, document ingestion, and retrieval processes.
- Search & Retrieval Optimization : Implement hybrid search, vector embeddings, and semantic ranking strategies to improve contextual accuracy.
- Prompt Engineering : Design and iterate on few-shot, chain-of-thought, and tool-augmented prompts for domain-specific applications.
- Bachelors degree required
- Strong proficiency in Python and Golang or RUST, with experience building high-performance services and APIs.
Qualifications :
Must Have :
years in software engineering or applied AI/ML, with at least 2 years focused on LLMs and retrieval systems.
- Strong proficiency in Python and Golang or RUST, with experience building high-performance services and APIs.
- Expertise in RAG frameworks (LangChain, LangGraph, LlamaIndex) and embedding models.
- Hands-on experience with vector databases (Databricks Vector Store, Pinecone, Weaviate, Milvus, Chroma).
- Strong understanding of hybrid search (semantic keyword) and embedding optimization.
- Bachelors degree required
Preferred :
- LLM fine-tuning experience (LoRA, PEFT).
- Knowledge graph integration with LLMs.
- Familiarity with cloud ML deployment (AWS (preferred), Databricks, Azure).
- Masters or PHD degree in CS
Soft Skills :
- Strong problem-solving and decision-making skills under tight timelines.
- Excellent communication for cross-functional collaboration.
- Ability to work independently while aligning with strategic goals.
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