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GCP with BigQuery

GCP with BigQuery

Cognizant

3 - 7 years

0 Lacs

chennai tamil nadu

Posted:1 week ago| Platform: Shine logo

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Skills Required

python java google cloud platform restful apis docker vertex ai dialogflow cloud functions natural language processing nlp webhook development containerization tools thirdparty libraries multiagent architectures orchestration strategies

Work Mode

On-site

Job Type

Full Time

Job Description

Role Overview: You will be responsible for building modular and scalable agents using ADK's orchestration primitives, developing multi-agent systems with hierarchical coordination and delegation, and implementing custom tools while integrating pre-built ones. Additionally, you will be containerizing and deploying agents across various platforms and defining intents, entities, and session states for conversational agents. Key Responsibilities: - Build modular and scalable agents using ADK's orchestration primitives - Develop multi-agent systems with hierarchical coordination and delegation - Implement custom tools and integrate pre-built ones - Integrate agents with Google Cloud services such as Vertex AI Dialogflow, Cloud Functions, and Cloud Run - Containerize and deploy agents across platforms including web, mobile, and embedded systems - Define intents, entities, and session states for conversational agents - Implement webhook logic using Node.js or Python for dynamic responses and backend integration - Use ADK's built-in evaluation tools to assess agent performance - Debug and monitor agents using Google Cloud Logging and Dialogflow Debug Console - Apply safety and security patterns to ensure trustworthy agent behavior - Follow best practices for NLU accuracy, fallback handling, and session management Qualifications Required: - Strong proficiency in Python or Java - Experience with Google Cloud Platform (GCP) especially Vertex AI Dialogflow and Cloud Functions - Familiarity with natural language processing (NLP) concepts and tools - Hands-on experience with webhook development and RESTful APIs - Knowledge of containerization tools like Docker - Ability to work with third-party libraries such as LangChain CrewAI - Understanding of multi-agent architectures and orchestration strategies,

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GCP with BigQuery