Principal AI Architect

1 week ago

Gandhinagar, Gujarat, India beBeeTechnical Full time ₹ 20,00,000 - ₹ 30,00,000

Job Title: Technical Manager

Job Description:

We are seeking a skilled technical professional to lead the design and delivery of an AI-powered solution, combining natural language processing, anomaly detection, generative AI/retrieval augmented generation, and rule engines on cloud platforms.

  • Define reference architecture, make build/buy decisions, select, train, and operationalize NLP, anomaly/fraud models, and generative AI/RAG components.
  • Establish human-in-the-loop, implement experiment tracking, model registry, CI/CD for models, automated evaluation, drift monitoring, rollback.
  • Design retrieval pipelines, guardrails, and citation-based responses.
  • Oversee feature store, labeling strategy, 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, performance targets, observability dashboards.
  • Produce design docs, runbooks, SOPs, mentor engineers, uplift coding and review standards.
Required Skills and Qualifications:
  • 10+ years of software development experience, with at least 5 years leading AI/ML projects.
  • Supervised/unsupervised modeling, anomaly detection, NLP, OCR pipelines; evaluation design (precision/recall, ROC/PR).
  • 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, 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, mentoring.
Preferred Skills:
  • Certifications in AI/ML disciplines.
  • Hands-on experience with explainable AI and AI governance.
  • Familiarity with regulatory compliance standards for financial data.
Qualifications:
  • Bachelor's Degree in Computer Science or related science field or equivalent.

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