Lead the architecture and development of scalable Python systems for ML-driven risk classification while mentoring junior engineers and collaborating across teams.
Job Description
Join the Chief Data & Analytics Office (CDAO) at JPMorgan Chase and be part of a team that accelerates the firm's data and analytics journey. We focus on ensuring data quality and security while leveraging insights to promote decision-making and support commercial goals through AI and machine learning.
As an AI ML Lead Software Engineer within the Chief Data & Analytics Office, you will become part of a mission to modernize compliance through scalable and explainable AI. We are building a system that answers the question: "Can I use this data?", not with guesswork, but with prediction/classification, logic, proof, and intelligent automation.
Our work sits at the intersection of applied machine learning, AI reasoning systems, and data governance. We are designing the triage layer of an intelligent decision engine that combines ML-driven classification, LLM-assisted parsing, and formal logic-based verification. This is an opportunity to tackle complex, ambiguous problems that touch every part of the firm's data ecosystem and to build ML solutions that actually make decisions.
Job Responsibilities:
Required Qualifications, Capabilities, and Skills:
Preferred Qualifications, Capabilities, and Skills:
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
J.P. Morgan's Commercial & Investment Bank is a global leader across banking, markets, securities services and payments. Corporations, governments and institutions throughout the world entrust us with their business in more than 100 countries. The Commercial & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world.
Join the Chief Data & Analytics Office (CDAO) at JPMorgan Chase and be part of a team that accelerates the firm's data and analytics journey. We focus on ensuring data quality and security while leveraging insights to promote decision-making and support commercial goals through AI and machine learning.
As an AI ML Lead Software Engineer within the Chief Data & Analytics Office, you will become part of a mission to modernize compliance through scalable and explainable AI. We are building a system that answers the question: "Can I use this data?", not with guesswork, but with prediction/classification, logic, proof, and intelligent automation.
Our work sits at the intersection of applied machine learning, AI reasoning systems, and data governance. We are designing the triage layer of an intelligent decision engine that combines ML-driven classification, LLM-assisted parsing, and formal logic-based verification. This is an opportunity to tackle complex, ambiguous problems that touch every part of the firm's data ecosystem and to build ML solutions that actually make decisions.
Job Responsibilities:
- Architect and develop scalable Python-based systems that support ML-driven risk classification, tagging, and approval triage
- Integrate ML models into microservices and APIs for use within AI Judge workflows
- Lead engineering design reviews, establish coding standards, and ensure system robustness and security
- Build and maintain feature pipelines and model-serving infrastructure using cloud-native tools
- Work closely with ML scientists, data engineers, and product managers to align on requirements and delivery timelines
- Drive engineering quality, CI/CD integration, observability, and unit testing for AI-enabled software components
- Mentor junior engineers and uphold engineering excellence across the team
Required Qualifications, Capabilities, and Skills:
- Master's degree in computer science, Software Engineering, or related field
- 6+ years of experience as a backend or AI/ML software engineer
- Proficiency in Python with deep experience in building distributed and containerized services (e.g., Flask/FastAPI, Docker, Kubernetes)
- Strong understanding of ML deployment workflows, feature engineering, and serving architectures
- Experience building and deploying APIs and ML inference services in production
- Familiarity with ML model management, versioning, and performance monitoring
- Strong engineering fundamentals: data structures, system design, testing, and performance optimization
- Excellent communication and collaboration skills across technical and non-technical teams
Preferred Qualifications, Capabilities, and Skills:
- Experience with AWS cloud stack (S3, SageMaker, Lambda, ECS, etc.)
- Experience working with structured data, tabular models, and metadata-driven platforms
- Experience with regulated data systems, enterprise controls, or secure data processing workflows
- Contributions to open-source ML or backend tooling frameworks
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
J.P. Morgan's Commercial & Investment Bank is a global leader across banking, markets, securities services and payments. Corporations, governments and institutions throughout the world entrust us with their business in more than 100 countries. The Commercial & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world.
Top Skills
AWS
Docker
Ecs
Fastapi
Flask
Kubernetes
Lambda
Python
S3
Sagemaker
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