AI-Data Architect (10+)
ericsson | 27 days ago | Gurgaon

What you will do:

 

  • Define and own enterprise-scale GenAI/AI architectures.
  • Design reference architectures, reusable patterns, and integration best practices.
  • Collaborate with domain leads, data scientists, security, and developers to map requirements to scalable AI architectures.
  • Evaluate LLMs, vector databases, and orchestration frameworks for performance, compliance, and cost.
  • Architect RAG pipelines, agentic workflows, and multi-agent production deployments.
  • Embed security, privacy, governance, and Responsible AI by design.
  • Drive adoption of cloud-native AI services (Azure OpenAI, AWS Bedrock) with scalability in mind.
  • Lead model lifecycle management (deployment, monitoring, retraining, drift handling) and MLOps practices.
  • Recommend tools and protocols (e.g., MCP, LangChain, LangGraph) for robust interoperability.
  • Stay ahead of GenAI/AI trends and translate them into actionable roadmaps.

 

The skills you bring:

 

  • Proven AI/ML/GenAI architecture/design experience for large-scale systems.
  • Strong Python expertise; familiarity with ML/DL frameworks (PyTorch, TensorFlow).
  • Deep knowledge of LLM architectures, fine-tuning (LoRA, PEFT, adapters), and deployment strategies.
  • Experience with RAG pipelines, embeddings, and vector databases (Elastic, Pinecone, Milvus).
  • Familiarity with agentic GenAI systems (LangChain, LlamaIndex, AutoGen, Crew.ai, LangGraph) and MCP.
  • Cloud-native architecture (AWS, Azure) and container orchestration (Docker/Kubernetes).
  • Solid MLOps understanding (CI/CD for ML, observability, retraining, governance).
  • Strong business-technical communication and ability to translate requirements into practical roadmaps.
  • Bonus: Telecom enterprise AI adoption experience

 

Key Qualifications:

 

  • Education: B.E/B.Tech, MCA (regular)
  • Minimum experience: 10+ years
  • Locations: Gurgaon, Kolkata , Noida

 

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