Machine Learning Engineer

6 days ago


Bengaluru, Karnataka, India Catalyst Full time

About Us :

We are a fast-growing B2B SaaS company building cutting-edge Generative AI and LLM-powered platforms that help enterprises scale decision-making, automation, and intelligent insights.

What Youll Do :

- Build and deploy agentic LLM solutions with LangGraph, LangChain, DSPy, and other modern frameworks

- Architect RAG pipelines, multi-turn conversational agents, and document automation systems

- Work on observability & evaluation of LLMs using tools like Langfuse, Langsmith, and DSPy evals

- Optimize inference pipelines with Ray, FastAPI, and distributed systems

- Collaborate with product & infra teams to take GenAI products from R&D to production

What Were Looking For :

- Strong experience in Python (FastAPI/Django preferred)

- Hands-on with LLM frameworks (LangChain, LangGraph, DSPy, Mem0, LightRAG, etc.)

- Knowledge of vector databases (Milvus, Pinecone, FAISS) and retrieval mechanisms

- Understanding of transformers, tokenization, embeddings and how to evaluate LLM performance (BLEU, ROUGE, retrieval hit-rate)

- Exposure to MLOps, distributed computing (Ray/Kubernetes) is a plus

- Education from Tier-1/Tier-2 engineering institutes preferred

Why Join Us ?

- Work at the forefront of GenAI + Agentic systems

- Be part of a high-growth SaaS startup solving real enterprise problems

- Opportunity to work with top-tier engineers and researchers

- Fast-paced environment with ownership and growth trajectory

(ref:hirist.tech)

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