Sr Analyst(AI Solution )
Core
Design, develop, and deploy AI applications using foundation models, LLMs, and RAG systems to integrate AI capabilities into products.
Role type
Senior IC AI Solution Analyst (LLM & RAG)
Builds
AI-driven applications, RAG systems, APIs, backend services, and data pipelines
Domain
Artificial Intelligence / Large Language Models / Enterprise Software
Deliverable
production ML models | product features
Required skills
Python, RAG architecture, embeddings, semantic search, vector databases, model fine-tuning, evaluation frameworks, prompt engineering, API development, microservices, SQL, NoSQL, cloud platforms (AWS/GCP/Azure), CI/CD
Preferred skills
React or Next.js, asynchronous programming, end-to-end LLM product experience, open-source vs hosted model trade-offs
Technologies
FastAPI, Flask, Django, PostgreSQL, MongoDB, AWS, GCP, Azure
Responsibilities
Architect and implement RAG systems; Fine-tune and optimize models for quality and latency; Develop prompt engineering strategies and safety layers; Build and maintain APIs and data pipelines; Monitor and troubleshoot deployed AI systems
Seniority
Senior, hands-on IC