The ideal candidate will be responsible for working cross-functionally to understand architecture needs by multiple business units. To be effective in this position, you must feel comfortable owning the entire architecture development process from inception to completion.

Responsibilitie
s• Translate business problems into well-posed technical specifications and architectures
.• Lead design reviews, prototype quickly, and harden solutions for scale (1M+ users / high QPS)
.• Build automated pipelines (CI/CD) and model/data governance across environments
.• Define & track KPIs: accuracy/latency/cost, adoption, and compliance readiness
.• Partner with Product, Security, Compliance, and Ops to land secure-by-default systems
.• Must have built an AI platform for AI applications across different domains

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Technical Skills: (Most of the levels mentioned below, but must have agentic AI skill)
• Platform: AWS SageMaker,; Kubernetes + Docker for portable inference
• MLOps: MLflow registry, Kubeflow Pipelines, CI/CD (GitHub Actions/Jenkins), canary/champion-challenger
• Monitoring:



SageMaker Model Monitor (data/quality drift), monitoring, CloudWatch/Prometheus
• Serving: TensorFlow Serving, TorchServe, FastAPI/GRPC, autoscaling, low-latency optimizations
• Feature stores & data: Feast, Databricks Feature Store; batch vs. streaming pipelines
• Should have a solid practical knowledge of Machine learning and statistics.
• Security: secret management, network isolation, encryption-at-rest/in-transit, compliance logging
• AWS Bedrock & LLM Integration – Deploy and customize foundation models (GPT, Claude, Titan) using Amazon Bedrock, including prompt engineering and fine-tuning strategies.
• RAG Architecture with AWS Services – Implement Retrieval-Augmented Generation using Amazon Kendra for semantic search and OpenSearch for vector embeddings.
• Agentic AI Orchestration – Design multi-agent workflows leveraging AWS Lambda, Step Functions, and integration with LangChain/CrewAI for

📌 Solutions Architect (Bengaluru)
🏢 Bandhan Technologies
📍 Bengaluru