AI Engineer (production / apps focus): Design and ship AI-powered product features (LLMs, RAG, agents, ML APIs) into our existing services, working closely with backend, frontend, and data science teams.  Integrate off-the-shelf and inhouse models (LLMs, embeddings, ML APIs) into robust microservices and user facing flows.  Design and implement RAG and workflow/agent pipelines: retrieval, context assembly, tools integration, guardrails, and fallbacks.  Own AI service reliability in production: latency, throughput, cost, observability, circuitbreakers, and rollback/versioning of models and prompts.  Collaborate with Data Scientists who own model training/finetuning and evaluation design; productionize their outputs as secure APIs/workflows.  Implement logging, feedback capture, and lightweight online evaluation hooks to measure quality of AI features over time.  Ensure safety, security, and compliance for AI features: prompt injection defenses, PII handling, abuse/hallucination controls, and audit trail.  Contribute to internal AI tooling: SDKs, templates, and reusable components to accelerate future AI use case.



Skills required: AI Engineer role demands more than AI-based augmentation with in-depth understanding of concepts like- -RAG -GenAI, LLM finetuning, Prompt engineering -Multi-Agent framework (langchain, langraph etc with hands on experience) -Eval generation and their importance -Tokens usage and optimisations. -Model/mcp gateway Ideal profile:  Strong software engineering in Python (and one of Node/Java/Go), REST/gRPC APIs, queues, and microservices on cloud infra.  Handson experience shipping at least one AI powered product to production (e.g., search, recommendations, chatbots, summarization, classification)  Practical knowledge of LLM concepts: prompts, context engineering, embeddings, vector search, basic evaluation metrics, and latency/cost trade-offs.  Solid understanding of integration patterns with third party AI providers (OpenAI, Anthropic, etc.) and vector DB  Hand-on & good understanding of atleast one agentic framework like Langgraph.

📌 Artificial Intelligence Engineer (Haryana)
🏢 Questhiring
📍 Haryana