Data Architect

10 - 15 years

12 - 17 Lacs

Posted:5 hours ago| Platform: Naukri logo

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Job Type

Full Time

Job Description

  • Design and implement enterprise-grade data architectures.
  • Lead data modeling, governance, metadata management, data lineage, and master data management initiatives.
  • Define scalable data solutions to support real-time inference, and autonomous agent systems.
  • Architect and deploy end-to-end pipelines that support AI/ML workloads, including data ingestion, feature engineering, and model lifecycle management.
  • Collaborate with AI research and product teams to operationalize GenAI models (e.g., LLMs, SLM and knowledge graphs) and integrate them into business workflows.
  • Implement and scale retrieval-augmented generation (RAG) and fine-tuning frameworks in production environments, as well as knowledge graphs.
  • Multi-Agent Agentic AI Systems
  • Design data platforms that support multi-agent systems, ensuring seamless orchestration, communication, and memory management among agents.
  • Architect data flow and backend systems to support agentic workflows such as task decomposition, context switching, and reinforcement feedback loops along with knowledge graphs.
  • Leverage frameworks like LangChain, Langgraph, AutoGen, CrewAI, or similar to build and manage autonomous and collaborative agents.
  • Must have exposure to feedback loop design and development for Multiagent or agentic frameworks.

Key skills you will require:

Primary Skills

  • Bachelor’s or master’s degree in computer science, Data Science, Engineering, or related field.
  • Strong hands-on experience with   AI/ML frameworks   (TensorFlow, PyTorch, Scikit-learn).
  • Proven track record of working with   Generative AI models , LLMs (e.g., GPT, Claude, LLaMA), and orchestration frameworks (LangChain, LlamaIndex, Langgraph).
  • Knowledge and exposure to   multi-agent frameworks   (e.g., CrewAI, AutoGen, ReAct, CAMEL) and   agentic AI design principles .
  • Solid understanding of   data governance , security, and compliance frameworks (GDPR, HIPAA, etc.).
  • Excellent communication, leadership, and stakeholder management skills.

  Preferred Qualifications:

  • Experience building production-grade agentic systems with   adaptive learning and decision-making capabilities .
  • Familiarity with   knowledge graphs, semantic search , and advanced RAG pipelines.
  • Certifications in cloud platforms or AI/ML specializations (e.g., AWS Certified Data Analytics, Google ML Engineer).

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