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AI Engineering Lead -N

  • Source: Naukri
  • Tata Consultancy Services
  • On-site
  • Bengaluru
  • Full-Time
  • Senior

Job Description

Key Responsibilities

  • Define system architecture for multimodal document processing, OCR, LMMs, and data pipelines.
  • Design modular, pluggable OCR evaluation platform (Tesseract, Textract, DocAI, GPT-Vision, LayoutLM, Donut, etc.).
  • Architect preprocessing (OpenCV), post-processing, normalization, and document understanding layers.
  • Lead design of routing engines, ensemble logic, and feedback fine-tuning loops.
  • Oversee data lake, vector index, and metadata storage design.
  • Guide cloud infrastructure (AWS/Azure/GCP) for scalable processing of millions of documents.
  • Partner with leadership on roadmap, cost optimization, and vendor evaluations.

Qualifications

  • 5+ years overall IT experience across Data Engineering, Data Science and Gen-AI. Of this atleast 1+ year experience with data engineering and 1+ year experience on Gen-AI in production environments.
  • Gen-AI expertise : Should have designed and developed Gen-AI applications. This should include building and deploying Agentic solutions and development of MCPs or integration of the AI components with IT applications in a production environment. Production environment meaning having experience of live usage of AI solutions and the associated tuning/improvement, change management and evaluation.
  • Data engineering expertise: Working with databricks based solutions and exposure to Airflow preferred.
  • Domain experience : Working with capital markets or wealth management industry employer/client preferred.

There are multiple openings for this role. Atleast some of the team members should bring the preferred Data engineering and domain experience.

Skills

  • amazon-textract
  • opencv
  • amazon-web-services
  • microsoft-azure
  • google-cloud-platform
  • azure-databricks
  • databricks
  • Airflow
  • apache-airflow

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