15 Aug
|
Spore N Sprouts
|
Bengaluru
15 Aug
Spore N Sprouts
Bengaluru
The Principal GenAI & Agentic AI Engineer is the technical leader responsible for designing, building, and scaling AI systems that combine LLM-powered GenAI and ADK-based agentic workflows on Google Cloud Platform. This role also requires leading and developing data pipelines for necessary data layer for AI/ML. This role sets architecture standards, leads multi-team delivery, and governs safety, reliability, and cost at enterprise scale—accelerating product teams to achieve monetization of AI based products through reusable patterns, platforms, and guardrails.
Key Responsibilities
Strategy & Architecture
- Define reference architectures for GenAI apps, RAG systems, and agent ecosystems (single/multi-agent) on GCP using ADK.
- Leverage capabilities of Gemini Enterprise Agent Platform in the Agentic AI Product development.
- Establish domain and platform standards: model selection, RAG/generation patterns, memory architectures, security baselines, observability, and LLMOps.
- Lead portfolio-wide technical decisions (build/buy, vendor selection, SLAs, quotas)
with a focus on reliability, safety, and cost control.
- Define the data pipeline development for lakehouse, delta lake or feature engineering.
Solution Design & Delivery
- Architect and lead implementation of production-grade GenAI solutions (Vertex AI models, Grounding, Pipelines, Evaluation) and agentic services (planning, tools, memory, HIL).
- Design multi-tenant and hub-and-spoke patterns with Okta/IAP/Apigee for secure API exposure and tenant isolation.
- Drive end-to-end delivery across teams: data ingestion (Dataflow/Composer), indexing (BigQuery vectors/Vertex Vector Search), services (Cloud Run/Workflows), events (Pub/Sub).
- Data Pipeline both near real time and batch.
Platformization & Reuse
- Build and maintain prompt libraries, tool catalogs, agent templates, and evaluation harnesses for organization-wide reuse.
- Standardize LLMOps: CI/CD for prompts/models/agents, model registry, traceability,
📌 Principal GenAI (Bengaluru)
🏢 Spore N Sprouts
📍 Bengaluru