ABOUT VALIANCE
Valiance is a deeptech AI company building sovereign and mission-critical solutions for enterprises, public sector, and government institutions. From predictive maintenance and demand planning to sovereign AI for citizen services, we design systems that thrive in high-impact environments. Recognized with the NASSCOM AI Game Changers Award and Aegis Graham Bell Award, and as a Google Cloud Partner, our 150+ engineers and data scientists are shaping the future of industries and societies with responsible AI.
THE ROLE
We are looking for an AI Engineer who is not just proficient in using LLMs — but deeply understands how they work, knows when to apply them, and can architect and deploy production-grade Gen AI and Agentic AI systems. You will work on real-world deployments across Document Intelligence and Video Intelligence products, alongside solution delivery for enterprise and public sector clients.
This role is structured around a four-stage engineering capability ladder — from mastering LLM fundamentals to building MCP-integrated, tool-driven autonomous agent systems.



You are expected to be competent across all four stages.
KEY RESPONSIBILITIES
LLM Engineering & Reliability
Design and optimize prompts using zero-shot, few-shot, chain-of-thought, and role prompting techniques
Manage context windows, token budgets, chat memory, and structured/JSON outputs effectively
Implement validation, retry logic, hallucination handling, and safety guardrails in production pipelines
Build Quick API microservices that expose LLM capabilities as reliable, scalable APIs
RAG & Retrieval Engineering
Architect full RAG pipelines — from tokenization and chunking through to output evaluation and traceability
Work with vector databases, similarity search, and hybrid/ranking retrieval strategies
Implement citation and provenance tracking to make AI responses auditable
Select and tune embedding models appropriate to domain and deployment constraints
Agentic AI Systems
Design mu

📌 Generative ai engineer (Mumbai)
🏢 Valiance Solutions
📍 Mumbai