About this role
<p><span style="font-family:Arial, Helvetica, sans-serif"><span style="font-size:11.0px">At EY, you’ll have the chance to build a career as unique as you are, with the global scale, support, inclusive culture and technology to become the best version of you. And we’re counting on your unique voice and perspective to help EY become even better, too. Join us and build an exceptional experience for yourself, and a better working world for all. </span></span></p> <p> </p> <p> </p> <p> </p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Job Title: EY - GDS Consulting - Al and DATA - Manager-Agentic Al</strong></span></p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Role Overview</strong></span></p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">We are seeking a highly skilled and experienced Senior Data Scientist with a strong background in Python programming, NLP, and Al/ML technologies, including advanced concepts and practical experience with FastAPl/Flask, Transformers, and Generative Al (GenAl). The ideal candidate should have a minimum of 8-11 years of experience in Data Science and Machine Learning, with a deep understanding of Al technologies and experience in designing and implementing cutting-edge Al models and systems. Additionally, expertise in cloud services such as AWS and Azure, as well as MLOps practices, will be critical in this role.</span></p> <p> </p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Responsibilities</strong></span></p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Your technical responsibilities include but are not limited to:</span></p> <ul> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Design and implement Al/ML solutions using NLP and Transformer models, and leverage GenAl capabilities to enhance application intelligence.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">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.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Utilize AWS Batch for efficient batch computing and maintain code repositories with GIT for version control and collaboration.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Apply MLOps and LLMOps methodologies to automate the machine learning lifecycle, ensuring models are scalable, maintainable, and reliable.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Develop and maintain APIs using FastAPl for seamless integration of Al/ML models into applications.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Work with Bedrock and EKS to orchestrate containerized applications, ensuring high availability and scalability of Al services.</span></li> </ul> <p> </p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Requirements</strong></span></p> <p> </p> <ul> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Proven track record with at least 8 years of experience in a technical role focused on Al/ML.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Expertise in Al/ML frameworks, NLP, Gen Al and Transformer technologies.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Strong experience with AWS cloud services, particularly for data processing and Al Sage maker.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Proficiency in MLOps practices and familiarity with LLMOps.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Experience with FastAPl or similar frameworks for API development.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Knowledge of container orchestration with AWS EKS and Bedrock.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Exceptional problem-solving abilities, analytical mindset, and effective communication skills.</span></li> </ul> <p> </p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Technical Skills:</strong></span></p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Mandatory:</strong></span></p> <ul> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Experience in end to end GenAl and Al/ML projects (design to implement to deploy) in banking industry</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Cloud Platform experience like AWS</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Experience with Any Vector DB/Graph DB</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Strong Experience in Prompt Engineering, RAG Pipeline and conceptual knowledge in Fine Tuning pipeline Good experience in Performance Tuning, Testing, Tracing</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Agentic frameworks like crew, autogen, langgraph, swarms, autonomous agent any Agentic framework Have done Integration with backend systems with Gen Al applications</span></li> </ul> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Good to have:</strong></span></p> <ul> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Exposure to Cloud Services, Cloud Storage, Compute Services, Application Services</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Exposure to MLOps/LLMOps</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Relevant Certifications</span></li> </ul> <p> </p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Domain Skills (in any of the below sectors):</strong></span></p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Banking:</strong></span></p> <ul> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Retail/Consumer/personal Banking, Commercial/Corporate Banking, Investment Banking</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Regulation and Compliance</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Relevant Certifications Insurance:</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">KYC, Onboarding, Policy, Plans, Premium, Payments, Renewal, Claim</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Regulation and Compliance</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Relevant Certifications</span></li> </ul> <p> </p> <p> </p> <p><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><strong>Good to Have Other Skills</strong></span></p> <p> </p> <ul> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Team handling experience and architecture design experience.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Proficiency in creating and delivering Powerpoint presentations.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Knowledge of Responsible Al practices and Nvidia MLOps platform.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Experience with fine-tuning open-source Al/ML models.</span></li> <li style="font-family:arial, helvetica, sans-serif;font-size:10.0pt"><span style="font-family:arial, helvetica, sans-serif;font-size:10.0pt">Familiarity with DevOps practices, including continuous integration, deployment, and monitoring of Al models.</span></li> </ul> <p> </p><p> </p> <p><span style="font-family:Arial, Helvetica, sans-serif"><span style="font-size:11.0px"><b>EY | Building a better working world </b></span></span></p> <p><br> <span style="font-family:Arial, Helvetica, sans-serif"><span style="font-size:11.0px"> <br> EY exists to build a better working world, helping to create long-term value for clients, people and society and build trust in the capital markets. </span></span></p> <p><br> <span style="font-family:Arial, Helvetica, sans-serif"><span style="font-size:11.0px"> <br> Enabled by data and technology, diverse EY teams in over 150 countries provide trust through assurance and help clients grow, transform and operate. </span></span></p> <p><br> <span style="font-family:Arial, Helvetica, sans-serif"><span style="font-size:11.0px"> <br> Working across assurance, consulting, law, strategy, tax and transactions, EY teams ask better questions to find new answers for the complex issues facing our world today. </span></span></p>