Chief Architect AI/ML Solutions

6 days ago

Lucknow, Uttar Pradesh, India beBeeTechnicalLead Full time ₹ 1,50,00,000 - ₹ 2,00,00,000

Job Title: Technical Lead - AI/ML Solutions

Overview

We are seeking an experienced technical lead to oversee the development and implementation of AI/ML solutions. This role requires strong leadership skills, technical expertise, and a passion for innovation.

The successful candidate will be responsible for designing and architecting AI-powered solutions, selecting and operationalizing NLP models, and implementing experiment tracking and model registry.

This is an exciting opportunity for a technical leader who wants to make a meaningful impact in the field of AI/ML.

Key Responsibilities:
  • Design and Architecture
    • Define reference architecture for AI-powered solution, including ingestion, lakehouse, features/vectors, models, and APIs/UX.
    • Select, train, and operationalize NLP, anomaly/fraud models, and GenAI/RAG components.
    • Implement experiment tracking, model registry, CI/CD for models, automated evaluation, drift monitoring, and rollback.
  • Retrieval Pipelines and Guardrails
    • Design retrieval pipelines, including chunking, embeddings, and vector namespaces.
    • Establish guardrails, including prompt policies, allow-lists, PII redaction, and citation-based responses.
  • Feature Store and Labelling Strategy
    • Oversee feature store, labelling strategy, and high-quality gold datasets.
    • Enforce DQ rules and lineage.
  • Performance Optimization
    • Right-size SKUs, caching/batching, and cost/per-token dashboards.
    • SLOs for latency/throughput.
  • Team Leadership
    • 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.
  • Mentorship and Standards
    • 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 modelling, anomaly detection, NLP (extraction, classification, NER), OCR pipelines; evaluation design (precision/recall, ROC/PR).
  • LangChain/LangGraph; embeddings; vector databases / Azure Cognitive Search (vector); prompt engineering & safety patterns.
  • MLflow, model registry, online/offline evals, data/version management; CI/CD for models.
  • Delta Lake/Lakehouse (bronze/silver/gold), Azure Data Lake Gen2, Databricks/ADF, schema/versioning, Great Expectations/Deequ.
  • Python (FastAPI), eventing (Event Grid/Service Bus), containerization (AKS/Azure Container Apps), 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.
Preferred Skills:
  • Certifications in AI/ML disciplines.
  • Hands-on experience with explainable AI and AI governance.
  • Familiarity with regulatory compliance standards for financial data (e.g., SOX, GDPR).
Qualifications:
  • Bachelor's Degree in Computer Science or related science field or equivalent.

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