Senior AI/ML Leader: GenAI, MLOps & FinTech Innovation

JPMorgan Chase & Co.; Fairfax (DE); On-site; USD 180,000 - 240,000; Full time

Job summary

JPMorgan Chase & Co. is seeking an Applied AI ML Lead within Consumer & Community Banking Tech to drive ML and GenAI initiatives that power innovative fintech products.

You will collaborate with product managers, data scientists, and engineers to design, deploy cutting-edge AI solutions, build scalable MLOps pipelines on AWS/Azure/GCP, and mentor teams. This role emphasizes real-time model monitoring and clear communication of AI capabilities to varied audiences.

Qualifications

• 5+ years of experience in Machine Learning and Artificial Intelligence engineering.
• Experience deploying business-critical machine learning models in production.
• Proficiency in Python for model development, experimentation, and OpenAI API integration.

Responsibilities

• Collaborate with product managers, data scientists, ML engineers, and stakeholders to understand requirements.
• Design, develop, and deploy state-of-the-art AI/ML/GenAI solutions to meet business objectives.
• Architect and implement cloud-native MLOps/LLMOps pipelines and distributed AI/ML infrastructure for scalable deployment and monitoring of models in production.
• Direct the development and deployment of advanced generative AI solutions (LLMs, RAG, NLP, AI Agents) and classical ML models for fintech products.
• Develop advanced monitoring and management tools to ensure reliability and scalability of AI/ML systems.
• Develop and maintain automated pipelines for model deployment, ensuring scalability and efficiency.
• Implement monitoring mechanisms to track model performance in real-time and ensure reliability.
• Communicate AI capabilities and results to both technical and non-technical audiences.
• Build AI Agents and chatbot capabilities.
• Stay informed about latest AI/ML research and leverage external APIs for enhanced functionality.

Skills

Python

ML engineering

MLOps

Cloud platforms

Docker

Kubernetes

TensorFlow

PyTorch

Transformers

LangChain

OpenAI API

Cross-functional collaboration

Education

Bachelor’s degree

MS or PhD in quantitative field

Tools

AWS Bedrock

Transformers

TensorFlow

PyTorch

Scikit-learn

Docker

Kubernetes

FastAPI

Airflow

LangChain

Job description

JPMorgan Chase & Co. is seeking an Applied AI ML Lead within Consumer & Community Banking Tech to drive ML and GenAI initiatives that power innovative fintech products.

You will collaborate with product managers, data scientists, and engineers to design, deploy cutting-edge AI solutions, build scalable MLOps pipelines on AWS/Azure/GCP, and mentor teams. This role emphasizes real-time model monitoring and clear communication of AI capabilities to varied audiences.