13 Oct
|
Infosys APAC
|
India
13 Oct
Infosys APAC
India
We are looking for an experienced GCP Data & GenAI Engineer with robust expertise in Google BigQuery, Gemini, Vertex AI/Agent Platform, and AI Agent development.
The candidate will be responsible for designing and developing intelligent data solutions that leverage BigQuery and Gemini-powered AI agents to enable natural-language data analysis, automated insights, data discovery, and enterprise workflows.
The role requires a combination of GCP data engineering, Python, SQL, Generative AI, LLMs, and AI Agent development experience.
Key Responsibilities
- Design, develop, and maintain scalable data solutions using Google Cloud Platform and BigQuery.
- Build and optimize BigQuery datasets, tables, views, SQL queries, and data pipelines.
- Develop Gemini-powered AI agents that can interact with enterprise data and business applications.
- Build data agents capable of converting natural-language questions into SQL and analytical responses.
- Develop AI agents using Google Agent Development Kit (ADK) and/or Agent Platform.
- Integrate Gemini models with BigQuery and other enterprise data sources.
- Develop agent tools/functions for querying and analyzing BigQuery data.
- Implement RAG, grounding, tool calling, function calling, and context management where required.
- Design multi-agent workflows and orchestration for complex business use cases.
- Integrate agents with APIs, databases, enterprise applications,
and external tools.
- Implement authentication, authorization, IAM, security, and data-access controls.
- Optimize BigQuery query performance and cost.
- Implement monitoring, logging, testing, evaluation, and observability for AI agents.
- Work with data scientists, data engineers, architects, and business stakeholders to translate requirements into GenAI solutions.
- Develop production-ready Python applications and APIs supporting AI agents.
Google's current ADK supports agent development in Python, TypeScript, Go, and Java, including multi-agent architectures and integrations with external tools.
Required Technical Skills
GCP / Data
- Google Cloud Platform
- BigQuery – Mandatory
- SQL / GoogleSQL
- Cloud Storage
- Pub/Sub
- Cloud Run
- Dataflow
- Dataform
- IAM
- GCP APIs
GenAI / Gemini
- Google Gemini – Mandatory
- Generative AI / LLM
- Prompt Engineering
- Gemini API
- Vertex AI / Gemini Enterprise Agent Platform
- AI Agents / Agentic AI
- Tool Calling / Function Calling
- RAG
- Grounding
- Context management
- LLM evaluation
Agent Development
- Google ADK (Agent Development Kit)
- Agent orchestration
- Multi-agent architecture
- Agent tools
- Agent-to-Agent (A2A)
- MCP / Model Context Protocol
- Agent deployment and runtime
- Agent monitoring and evaluation
📌 GCP Data Engineer–BigQuery & Gemini Agents (India)
🏢 Infosys APAC
📍 India