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Sr. Software Architect-AI

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Ericsson

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Location:
India , Noida

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Category:
IT - Software Development

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Contract Type:
Not provided

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Salary:

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Job Description:

Join Ericsson as a Senior Software Architect – AI, owning end-to-end architecture for enterprise-scale GenAI and AI-powered solutions within our Self-Service Platform (SSP). You will design scalable, secure, production-grade AI platforms leveraging agentic frameworks, LLMs, and cloud-native services. You will establish reference architectures across RAG, memory, evaluation, and observability while guiding teams across the full model lifecycle — at the intersection of AI innovation and Responsible AI governance.

Job Responsibility:

  • Architect agentic AI applications using LangChain, LangGraph, and orchestration patterns
  • define prompt strategies, guardrails, and structured outputs aligned to product and risk requirements
  • Design and optimize RAG solutions (chunking, embeddings, retrieval, re-ranking) and own foundation model integrations (Azure OpenAI, AWS Bedrock, on-prem LLMs) with routing, fallbacks, and cost/performance optimization
  • Define GenAI reference architectures
  • evaluate and select LLMs, embedding models, vector databases, and orchestration frameworks based on performance, compliance, and cost
  • Embed security, privacy, and Responsible AI governance from inception — covering PII handling, data access controls, and content guardrails
  • Build scalable backend APIs using Python (FastAPI, asyncio) with REST/JSON-RPC interfaces and resilience patterns (Redis, RabbitMQ)
  • guide teams on MLOps/LLMOps standards including deployment, monitoring, retraining, and drift handling
  • Define LLM evaluation strategies, implement observability/tracing (Arize, LangSmith), and design memory strategies with retention and replay safety for long-running assistants
  • Containerize and deploy services via Docker and Kubernetes
  • govern CI/CD pipelines with automated testing, security scanning, and IaC (Terraform or equivalent)

Requirements:

  • BE/B.Tech/MCA in Computer Science, Engineering, or equivalent, with 15+ years in software architecture and relevant 3+ years designing AI/ML or LLM-based systems in production
  • Deep expertise in Python (FastAPI, asyncio) and ML/DL frameworks (PyTorch, TensorFlow)
  • strong experience with distributed, cloud-native services
  • Hands-on with RAG pipelines, embeddings, and vector databases (Elastic, Pinecone, Milvus, Chroma) for enterprise knowledge grounding
  • Proven experience with agentic GenAI frameworks (LangChain, LangGraph, LlamaIndex, AutoGen) and interoperability patterns such as Model Context Protocol (MCP)
  • Strong knowledge of LLM architectures, fine-tuning techniques (LoRA, PEFT), and experience with Azure OpenAI and/or AWS Bedrock
  • Solid understanding of MLOps/LLMOps, Responsible AI principles, and embedding governance into GenAI design
  • Proficiency with Docker, Kubernetes, Terraform, and CI/CD for cloud-native AI deployments
  • Good to Have: LLM observability tools (Arize, LangSmith), Azure enterprise services (AKS, Key Vault), memory frameworks (MemGPT, LangMem), knowledge graph experience, and Telecom industry AI adoption background

Nice to have:

  • LLM observability tools (Arize, LangSmith)
  • Azure enterprise services (AKS, Key Vault)
  • memory frameworks (MemGPT, LangMem)
  • knowledge graph experience
  • Telecom industry AI adoption background

Additional Information:

Job Posted:
May 10, 2026

Employment Type:
Fulltime
Work Type:
On-site work
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