Cloud-Based AI Solutions Architect

2 weeks ago

Thāne, Maharashtra, India beBeeTechnical Full time ₹ 2,00,00,000 - ₹ 2,20,00,000
Job Description

We are seeking a skilled Technical Lead to lead the end-to-end design and delivery of an AI-powered solution combining NLP, anomaly detection, GenAI/RAG, and rule engines on Cloud platform.

  • Define reference architecture for ingestion, lakehouse, features/vectors, models, APIs/UX; make build/buy decisions.
  • Select, train, and operationalize NLP, anomaly/fraud models, and GenAI/RAG components; establish human-in-the-loop.
  • Implement experiment tracking, model registry, CI/CD for models, automated evaluation, drift monitoring, rollback.
  • Design retrieval pipelines (chunking, embeddings, vector namespaces), guardrails (prompt policies, allow-lists, PII redaction), and citation-based responses.
  • Oversee feature store, labelling strategy, and high-quality gold datasets; enforce DQ rules and lineage.
  • Right-size SKUs; caching/batching; cost/per-token dashboards; SLOs for latency/throughput.
  • Break down epics/stories, estimate and sequence work, unblock the team, run technical design reviews.
  • Translate business policy into rule + ML ensembles, present options, risks, and trade-offs.
  • Establish testing pyramid (unit, data, model evals, e2e), performance targets, observability dashboards.
  • Produce design docs, runbooks, SOPs; mentor engineers; uplift coding and review standards.

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