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EY EY - GDS Consulting AI DATA Senior-Agentic 
India, Kerala, Thiruvananthapuram 
754604288

22.01.2025

Role Overview

We are seeking a highly skilled and experienced Senior Data Scientist with a strong background in Python programming, NLP, and AI/ML technologies, including advanced concepts and practical experience with FastAPI/Flask, Transformers, and Generative AI (GenAI). The ideal candidate should have a minimum of 7 years of experience in Data Science and Machine Learning, with a deep understanding of AI technologies and experience in designing and implementing cutting-edge AI models and systems. Additionally, expertise in cloud services such as AWS and Azure, as well as MLOps practices, will be critical in this role.

Responsibilities

  • Your technical responsibilities include but are not limited to:
  • Design and implement AI/ML solutions using NLP and Transformer models, and leverage GenAI capabilities to enhance application intelligence.
  • Manage AWS cloud infrastructure and services including S3, EC2, Lambda, RDS, Glue, Sagemaker, EMR, and Step Functions to build and deploy scalable machine learning models.
  • Utilize AWS Batch for efficient batch computing and maintain code repositories with GIT for version control and collaboration.
  • Apply MLOps and LLMOps methodologies to automate the machine learning lifecycle, ensuring models are scalable, maintainable, and reliable.
  • Develop and maintain APIs using FastAPI for seamless integration of AI/ML models into applications.
  • Work with Bedrock and EKS to orchestrate containerized applications, ensuring high availability and scalability of AI services.

Requirements

  • Proven track record with at least 5 years of experience in a technical role focused on AI/ML.
  • Expertise in AI/ML frameworks, NLP, Gen AI and Transformer technologies.
  • Strong experience with AWS cloud services, particularly for data processing and AI Sage maker.
  • Proficiency in MLOps practices and familiarity with LLMOps.
  • Experience with FastAPI or similar frameworks for API development.
  • Knowledge of container orchestration with AWS EKS and Bedrock.
  • Exceptional problem-solving abilities, analytical mindset, and effective communication skills.

Mandatory:

  • Experience in end to end GenAI and AI/ML projects (design to implement to deploy) in banking industry
  • Cloud Platform experience like AWS
  • Experience with Any Vector DB/Graph DB
  • Strong Experience in Prompt Engineering, RAG Pipeline and conceptual knowledge in Fine Tuning pipeline
  • Good experience in Performance Tuning, Testing, Tracing
  • Agentic frameworks like crew, autogen, langgraph, swarms, autonomous agent any Agentic framework
  • Have done Integration with backend systems with Gen AI applications

Good to have:

  • Exposure to Cloud Services, Cloud Storage, Compute Services, Application Services
  • Exposure to MLOps/LLMOps
  • Relevant Certifications

Domain Skills (in any of the below sectors):

  • Banking:
    • Retail/Consumer/personal Banking, Commercial/Corporate Banking, Investment Banking
    • Regulation and Compliance
    • Relevant Certifications
  • Insurance:
    • KYC, Onboarding, Policy, Plans, Premium, Payments, Renewal, Claim
    • Regulation and Compliance
    • Relevant Certifications

Good to Have Other Skills

  • Team handling experience and architecture design experience.
  • Proficiency in creating and delivering Powerpoint presentations.
  • Knowledge of Responsible AI practices and Nvidia MLOps platform.
  • Experience with fine-tuning open-source AI/ML models.
  • Familiarity with DevOps practices, including continuous integration, deployment, and monitoring of AI models.



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