AI Solutions Engineer

2 weeks ago

Haryana, India Sparrow RMS Full time

Company: Sparrow Risk Management Pvt Ltd Location: Gurgaon, Haryana (On-site) Experience: 1 - 3 Years About Sparrow Risk Management Sparrow is an AI First technology-based, knowledge-driven company building IndustryOS™ - A Universal Manufacturing Operating System Digital Twin Platform providing End to End Value, Strategic Foresight as well as Digital Execution which helps industries optimize their OEE, Operations, Process, & CMMS by providing Digital Twin Solutions with integrated sustainability solutions, making industries safer, faster, and more efficient workplaces. Role Overview As one of our AI-focused engineers, you will be at the forefront of building intelligent, LLM-powered applications from the ground up. You will have full ownership of the AI development lifecycle from designing agentic workflows and building RAG pipelines to productionizing robust backend services. This is a high-impact role for a hands-on builder who loves to ship, experiment, and solve complex problems in a fast-paced startup environment. Key Responsibilities Design, build, and iterate LLM-powered workflows (retrieval, routing, tool use, function calling, multi-step agents). Implement agentic apps that can plan, call tools/APIs, and maintain state across complex tasks. Build and optimize end-to-end RAG pipelines: including data ingestion, chunking, embeddings, indexing, and latency-optimized retrieval. Own prompt engineering & evaluation (A/B tests, guardrails, metrics for latency, cost, quality, and safety). Productionize models and workflows with robust observability (traces, tokens, failures), cost controls, and fallbacks (e.G., using Langsmith or similar tools). Ship backend services and APIs (e.G., Python/FastAPI) that integrate with our data stores and vector DBs. Collaborate closely with product and leadership to translate business requirements into reliable, user-facing features. Must-Have Skills & Qualifications 1-3 years of professional software development experience. Btech in CSE or Relevant fields from Tier 1,2 Colleges in India. Hands-on experience with LLMs (OpenAI, Claude, Llama, etc.) and orchestration frameworks (LangChain, LlamaIndex, or custom). Strong Python proficiency. Experience building RESTful services and writing clean, tested, production-ready code. Proven experience with RAG, vector databases (e.G., Pinecone, Weaviate, FAISS, Qdrant), and embeddings. Strong understanding of agent patterns (tool calling, planning/execution, memory) and workflow engines. Familiarity with prompt design, safety/guardrails, and evaluation frameworks. Basics of cloud & deployment (AWS/GCP/Azure), Docker, Git, and CI/CD. A strong debugging mindset and a bias to ship and iterate quickly. Familiarity with MCP is a big plus.

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