We're building the intelligence layer for Indian process industries.
IndustryOS® turns a factory into something legible process, productivity, quality, EHS, and ESG read as one operational reality and then lets it earn its intelligence. You'll build the AI that makes that real, on data that comes from plants, historians, and safety-critical operations, not just documents.
This is a hands-on, senior/founding-level role. You own workflows end-to-end and ship. If you want a narrow implementation lane, this isn't it.

Experience 1-3 years
Location – Cyber City, Gurugram [On Site]
What you'll build
• LLM and agentic systems that reason over operational data DCS/historian tags, time-series, sensor streams, and ISA-95-structured objects not only PDFs.
• Retrieval and prediction over messy industrial reality: engineering documents, P&IDs;, incident reports, schematics, plus tag-level plant data.
• AI features where a wrong answer is a safety and liability event, not a UX bug. Correctness, abstention, and human-in-the-loop are the job.

Responsibilities
1. Design, build,



and iterate LLM-powered workflows retrieval, routing, tool use, function calling, multi-step agents.
2. Implement agentic apps that plan, call tools/APIs, and maintain state across tasks.
3. Build RAG pipelines end-to-end: ingestion, chunking, embeddings, indexing, and latency-optimized retrieval including layout-aware parsing of drawings and reports.
4. Own prompt engineering and evaluation: golden datasets built with domain experts, A/B tests, guardrails, and metrics across latency, cost, quality, and safety.
5. Productionize with observability (traces, tokens, failures), cost controls, and fallbacks (LangSmith / Langfuse / Arize or equivalent).
6. Ship backend services and APIs (Python / FastAPI) integrating with data stores, vector DBs, and time-series sources.
7. Handle deployment reality for industrial clients: VPC, on-prem, or air-gapped environments and self-hosted open models where data can't leave t

📌 AI Engineer (Gurugram)
🏢 Sparrow RMS
📍 Gurugram