You are a trailblazer, leading the way in a specific area of architecture and making a profound impact on the people, technologies, and projects across departments. With your impressive experience steering multiple complex projects forward, the entire firm will reach new levels of success.
As a Principal Architect at JPMorgan Chase within the Consumer and Community Banking division, youlead innovation for AIML platforms, Generative AI platform and other Enterprise Data platform specific architecture and drive impact within teams, technologies, and projects across departments. Utilize your in-depth knowledge of ML tools, experiment and build state of the art ML as well as GenAI Platforms. You will be part of an innovative team, working closely with Product Owners, ML Engineering and Software engineering to build new AI/ML solutions and help deliver and evangelize end-to-end architecture. You will also take mentor other ML engineers and scientists while fostering a culture of constant learning and Architecture evolution at the firm. We are looking for someone with a passion for data, ML, and scalable platforms, who can build ML solutions at-scale with a hands-on approach with detailed technical acumen.
Job responsibilities
Required qualifications, capabilities, and skills
Preferred qualifications, capabilities, and skills
- MS and/or PhD in Computer Science, Machine Learning, or a related field
- Experience with Ray, MLFlow, and/or other distributed training frameworks.
- In-depth understanding of Embedding based Search/Ranking, Recommender systems, Graph techniques, and other advanced methodologies.
- Advanced knowledge in Reinforcement Learning or Meta Learning.
- Deep understanding of Large Language Model (LLM) techniques, including Agents, Planning, Reasoning, and other related methods. Experience with building and deploying ML models on cloud platforms such as AWS and AWS tools like Sagemaker, EKS, etc.
