JOB DESCRIPTION
As a Senior Associate, Applied AI/ML Engineer in the Applied AI/ML team, you will help customers build, deploy, and operate AI/ML models and agentic systems in a safe, scalable way.
Job responsibilities
- Assist customers in building and deploying models and agents across multiple model/agent frameworks (selection, integration patterns, troubleshooting, best practices).
- Implement and operate AI/ML observability: experimentation management, tracing, and monitoring to improve quality and reliability of model/agent behavior.
- Build and optimize large-scale data processing pipelines and feature workflows using distributed compute (e.g., Ray, Spark, or similar).
- Develop AI/ML systems using coding assistants to improve engineering efficiency while maintaining code quality standards.
- Ensure secure deployment and access for AI/ML services (e.g., secure-by-design practices, access controls, and environment separation), aligned to firm guidance for safe/responsible AI use.
- Produce clear technical documentation and runbooks to enable supportability and repeatable delivery.
Required qualifications, capabilities, and skills
- Hands-on experience supporting customers/teams delivering AI/ML products (model + agent workflows).
- Experience with observability, evaluation/experimentation, and tracing platforms for AI/ML or LLM/agent systems.
- Experience with distributed data processing at scale (Ray, Spark, or similar).
- Strong software engineering skills (clean code, testing, CI/CD concepts, API/service development).
- Strong communication skills and ability to translate requirements into practical engineering outcomes.
Preferred qualifications
- Experience integrating AI/ML into production systems (monitoring, incident response, change management).
- Familiarity with responsible AI/ML governance expectations and lifecycle controls
ABOUT US
J.P. Morgan is a global leader in financial services, providing strategic advice and products to the world's most prominent corporations, governments, wealthy individuals and institutional investors. Our first-class business in a first-class way approach to serving clients drives everything we do. We strive to build trusted, long-term partnerships to help our clients achieve their business objectives.
We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.
ABOUT THE TEAM
Our professionals in our Corporate Functions cover a diverse range of areas from finance and risk to human resources and marketing. Our corporate teams are an essential part of our company, ensuring that we're setting our businesses, clients, customers and employees up for success.