Job ID
67892
Category
Global Data Insight & Analytics
Location
Chennai, India
Work Type
In office

We are looking for a hands-on Tech Anchor / Senior Software Engineer to drive the design and implementation of core AI capabilities within our Intelligent Data Analytics Platform (Lightspeed), spanning multi-agent orchestration, natural language-to-SQL generation, and semantic data discovery. This role is for a solid individual contributor who can operate at both architectural and implementation depth — someone who anchors the team technically by writing production-grade code, solving the hardest problems, and setting engineering standards through example.

You will be a key contributor to an AI-first platform that enables users to explore, query, and analyze enterprise BigQuery data through natural language — reliably, accurately, and at scale.
Architecture & System Design
Contribute to the design of scalable, multi-agent AI architectures for data discovery and query generation
Design components and modules across agent orchestration, tool systems,



and LLM integration
Evaluate trade-offs across design choices (e.g., single vs multi-agent, RAG vs fine-tuning, deterministic vs probabilistic pipelines)
Participate in design reviews and contribute to architecture decision records (ADRs)
Hands-On Engineering & Execution
Write production-grade code across agent frameworks, backend APIs, and frontend interfaces daily
Build and evolve reusable AI components (agent tools, embedding pipelines, evaluation frameworks)
Implement LLM-powered workflows including NL-to-SQL generation, semantic search, and metadata enrichment
Develop services enabling intelligent data access (vector search, hybrid retrieval, query scope management)
Implement guardrails, validation layers, and observability for AI-generated outputs
Full Stack Development
Build performant backend services (Python/FastAPI) and interactive frontends (Angular/React) for data exp

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