Sr. Software Architect-AI
- Ericsson
- 15 - 24 years
- Chennai
- 19 hours ago
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Job Description
Locations: Bangalore, Kolkata, Gurgaon, Noida, Chennai
We request only those candidates who have a minimum of 15 years of relevant experience to apply for this role.
Role & responsibilities
- 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.
Preferred candidate profile
- 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.
Job Classification
Industry: Telecom / ISPFunctional Area / Department: Engineering - Software & QARole Category: Software DevelopmentRole: Solution ArchitectEmployement Type: Full timeContact Details:
Company: EricssonLocation(s): Chennai+ View Contact
Keyskills: Angular GEN AI JAVA Solution Architecting AI/ML Artificial Intelligence IMPLEMENTATION SOLUTION DESIGNING LLM Machine Learning Python
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