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Senior Cloud Solutions Architect

2 weeks ago


Tiruchi, Tamil Nadu, India beBeeDirector Full time ₹ 1,50,00,000 - ₹ 2,50,00,000
Job Summary

We are seeking a seasoned Technical Director to lead the design and implementation of an AI-powered solution, leveraging NLP, anomaly detection, GenAI/RAG, and rule engines on a cloud platform.

  • Define reference architecture for data ingestion, lakehouse, feature vectors, models, and APIs/UX.
  • Develop and operationalize NLP, anomaly/fraud models, and GenAI/RAG components with human-in-the-loop oversight.
  • Implement experiment tracking, model registry, CI/CD for models, automated evaluation, drift monitoring, and rollback.
  • Design retrieval pipelines, guardrails, and citation-based responses.
  • Oversee feature store, labeling strategy, high-quality gold datasets, DQ rules, and lineage.
  • Optimize SKUs, caching/batching, cost/per-token dashboards, and SLOs for latency/throughput.
  • Break down epics/stories, estimate work, sequence tasks, unblock the team, and run technical design reviews.
  • Translate business policy into rule + ML ensembles, present options, risks, and trade-offs.
  • Establish testing pyramid, performance targets, observability dashboards, design docs, runbooks, SOPs, and mentor engineers.
Requirements
  • 10+ years of software development experience, 5+ years leading AI/ML projects.
  • Supervised/unsupervised modeling, NLP (extraction, classification, NER), OCR pipelines, and evaluation design.
  • LangChain/LangGraph, embeddings, vector databases, prompt engineering & safety patterns.
  • MLflow, model registry, online/offline evals, data/version management, CI/CD for models.
  • Delta Lake/Lakehouse, Azure Data Lake Gen2, Databricks/ADF, schema/versioning, Great Expectations/Deequ.
  • Python (FastAPI), eventing, containerization, APIM.
  • Cognitive Search, Azure OpenAI, Key Vault, Monitor/App Insights, Purview, Cosmos DB/Azure SQL.
  • Technical decision-making, cross-team coordination, stakeholder communication, and mentoring.