Position Summary:
We are seeking a Lead AI Engineer to drive our enterprise AI strategy and build scalable, secure, and governed AI platforms with a strong focus on document indexing, search, and intelligent retrieval, supported by robust MLOps practices. You will play a key role in shaping AI architecture, standards, and adoption across teams.
Location:
Mumbai - India
What will your job entail?
Responsibilities
Define AI architecture, design standards, and governance models
Lead enterprise‑scale AI initiatives and agent platforms
Evaluate and select AI technologies, frameworks, and vendors
Ensure Responsible AI, security, and compliance across solutions
Partner with leadership to align AI initiatives with business goals
Provide technical leadership and direction across multiple teams
Lead the architecture and implementation of document intelligence and indexing solutions (OCR, NLP, embeddings, vector search)
Design AI solutions for document ingestion, classification, extraction, summarization, and semantic search
Define and enforce MLOps standards, pipelines,



and best practices across teams
Required Skills
Solid foundation in NLP, information retrieval, and document processing
Define and enforce MLOps standards, pipelines, and best practices across teams
Deep expertise in AI/ML and applied LLM systems
Proven experience designing large‑scale AI platforms
Experience with OCR and document parsing frameworks
Knowledge of document indexing, chunking strategies, and metadata design
Experience with search technologies and vector databases (e.g., Azure AI Search, OpenSearch)
Strong experience with MLOps tools and practices (MLflow, Azure ML, Kubeflow, etc.)
CI/CD for ML using Git‑based pipelines
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Nice to Have
Experience defining AI operating models or Centres of Excellence Exposure to FinOps and cost optimization for AI workloads Contributions to AI frameworks or open‑source projects
Disclaimer
Ryan Specialty is an Equal Chance Employer. We are committed to b

📌 AI Lead Engineer (Mumbai)
🏢 Ryan Specialty
📍 Mumbai