Description

As an AI/ML Software Engineer at JPMorgan Chase within the Infrastructure Platform community, you will serve as a seasoned member of an agile team, focusing on designing, developing, and delivering trusted, market-leading AI/ML technology products in a secure, stable, and scalable manner. You will play a key role in implementing critical AI/ML solutions across multiple technical areas, supporting various business functions to achieve the firm's business objectives and drive innovation in artificial intelligence and machine learning.

Job responsibilities

• Designs, develops, and deploys advanced AI/ML models and algorithms, integrating them into production systems to solve complex business challenges.
• Executes software solutions, design, development, and technical troubleshooting with the ability to think beyond routine or conventional approaches to build innovative AI/ML solutions or break down technical problems.
• Creates secure and high-quality production code, maintaining and optimizing machine learning algorithms that run synchronously with appropriate systems.
• Produces architecture and design artifacts for complex AI/ML applications, ensuring design constraints are met by software code development.
• Gathers, analyzes, synthesizes, and develops visualizations and reporting from large, diverse data sets to continuously improve AI/ML software applications and systems.
• Proactively identifies hidden problems and patterns in data, using these insights to drive improvements to AI/ML model performance, coding hygiene, and system architecture.
• Collaborates with cross-functional teams to integrate AI/ML capabilities into business products and services, ensuring alignment with business goals.
• Contributes to software engineering and AI/ML communities of practice and events that explore new and emerging technologies.

Required qualifications, capabilities, and skills

• Formal training or certification on software engineering concepts and applied experience.
• Hands-on practical experience in system design, application development, testing, and operational stability, with a focus on AI/ML solutions.
• Proficient in coding in one or more languages, with strong experience in Python and PySpark for AI/ML model development and data analytics.
• Experience in developing, debugging, and maintaining code in a large corporate environment with one or more modern programming languages and database querying languages.
• Overall knowledge of the Software Development Life Cycle, with experience deploying AI/ML models and pipelines.
• Experience in data engineering or related roles, with strong hands-on experience with AWS cloud services (S3, EMR, Lambda, Glue, etc.) for AI/ML workloads.
• Experience with machine learning frameworks and libraries (e.g., TensorFlow, PyTorch, Scikit-learn) and deploying models in production environments.
• Solid understanding of agile methodologies such as CI/CD, Application Resiliency, and Security, especially as they relate to AI/ML systems.
• Demonstrated passion and enthusiasm for advancing AI/ML solutions and staying current with industry trends and best practices.

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.