Software Engineer II - Machine Learning Platform
JPMorganChase
Advance your career by contributing to the development of robust machine learning platforms at JPMorgan Chase, gaining valuable skills and experience as you help drive innovative solutions for data scientists and ML engineers.
As a Software Engineer II at JPMorgan Chase in the Consumer and Community Banking Technology team, you will be an integral part of an agile engineering team focused on enhancing, designing, and delivering secure, stable, and scalable technology products. Leveraging your technical skills and eagerness to learn, you will support the development and maintenance of infrastructure and tools that enable efficient model development, deployment, and monitoring. Working alongside senior engineers, you will deepen your expertise in ML platform engineering, learn best practices, and help shape the future of machine learning at JPMorgan Chase.
Job Responsibilities
- Assist in designing, building, and maintaining scalable machine learning platforms and infrastructure to support end-to-end ML workflows.
- Develop and enhance tools for model training, deployment, monitoring, and lifecycle management under the guidance of senior engineers.
- Support the integration of data engineering, feature management, and model serving capabilities into unified ML platform solutions.
- Write secure, high-quality production code for platform services, APIs, and automation pipelines.
- Collaborate with data scientists, ML engineers, and product teams to understand requirements and deliver platform features that accelerate ML development and operations.
- Participate in ensuring platform reliability, scalability, and performance through monitoring, troubleshooting, and continuous improvement.
- Contribute to architecture and design documentation for platform components, ensuring alignment with enterprise standards.
- Help automate infrastructure provisioning, configuration, and CI/CD pipelines for ML platform services.
- Engage with the ML platform engineering community and participate in events to learn about new and emerging technologies.
Required Qualifications, Capabilities, and Skills
- 2+ years of applied experience or formal training/certification in software engineering concepts.
- Hands-on practical experience in system design, application development, testing, and operational stability.
- Experience in developing, debugging, and maintaining code in a large corporate environment with one or more modern programming languages and database querying languages.
- Proficiency in Python and familiarity with at least one ML framework (e.g., TensorFlow, PyTorch, Scikit-learn).
- Experience with data processing tools (e.g., Spark, Pandas, SQL).
- Exposure to cloud-based ML platforms (e.g., AWS SageMaker, GCP AI Platform, Azure ML) or on-prem ML infrastructure.
- Understanding of MLOps practices, including CI/CD for ML, model versioning, and monitoring.
- Experience developing APIs or platform services for ML workflows.
- Knowledge of the software development life cycle and agile methodologies.
- Ability to collaborate with cross-functional teams to deliver platform solutions aligned with business objectives.
Preferred Qualifications, Capabilities, and Skills
- Familiarity with Databricks for scalable data engineering and ML platform integration.
- Experience with Snowflake for cloud-based data warehousing and analytics.
- Exposure to Snorkel AI for programmatic data labeling and training data management.
- Experience with containerization and orchestration tools (e.g., Docker, Kubernetes, Airflow).
- Familiarity with feature stores, model registries, and ML metadata management.
- Experience with infrastructure-as-code tools (e.g., Terraform, CloudFormation).
- Experience with RESTful APIs and microservices architectures.
This position is subject to Section 19 of the Federal Deposit Insurance Act. As such, an employment offer for this position is contingent on JPMorgan Chase’s review of criminal conviction history, including pretrial diversions or program entries.
We offer a competitive total rewards package including base salary determined based on the role, experience, skill set and location. Those in eligible roles may receive commission-based pay and/or discretionary incentive compensation, paid in the form of cash and/or forfeitable equity, awarded in recognition of individual achievements and contributions. We also offer a range of benefits and programs to meet employee needs, based on eligibility. These benefits include comprehensive health care coverage, on-site health and wellness centers, a retirement savings plan, backup childcare, tuition reimbursement, mental health support, financial coaching and more. Additional details about total compensation and benefits will be provided during the hiring process.
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.
JPMorgan Chase & Co. is an Equal Opportunity Employer, including Disability/Veterans
Our Consumer & Community Banking Group depends on innovators like you to serve consumers, small businesses, municipalities and non-profits. You’ll support the delivery of award winning tools and services that cover everything from personal and small business banking as well as lending, mortgages, credit cards, payments, auto finance and investment advice. This group is also focused on developing and delivering cutting edged mobile applications, digital experiences and next generation banking technology solutions to better serve our clients and customers.
Serve as an emerging member of an agile team to design and deliver market-leading technology products in a secure and scalable way