JPMorgan Chase within the Consumer & Community Banking (CCB) line of business is looking to hire a Software Engineer III (Machine Learning Platform Engineer) to build, scale, and maintain robust machine learning platforms. The goal is to design and deliver infrastructure and tools that enable data scientists and ML engineers to efficiently and securely develop, deploy, and monitor models, thereby driving innovation in ML platform capabilities.
Requirements
- Hands-on experience building, deploying, and maintaining machine learning platforms or infrastructure
- Proficiency in Python and one or more ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn)
- Experience with data processing frameworks and tools (e.g., Spark, Pandas, SQL)
- Practical experience with cloud-based ML platforms (e.g., AWS SageMaker, GCP AI Platform, Azure ML) or on-prem ML infrastructure
- Strong understanding of MLOps practices, including CI/CD for ML, model versioning, and monitoring
- Experience developing APIs and platform services for ML workflows
- Experience with containerization and orchestration tools (e.g., Docker, Kubernetes, Airflow)
Responsibilities
- Design, build, and maintain scalable machine learning platforms and infrastructure to support end-to-end ML workflows.
- Develop and optimize tools for model training, deployment, monitoring, and lifecycle management.
- Integrate data engineering, feature management, and model serving capabilities into unified ML platform solutions.
- Implement secure, high-quality production code for platform services, APIs, and automation pipelines.
- Ensure platform reliability, scalability, and performance through proactive monitoring, troubleshooting, and continuous improvement.
- Produce architecture and design artifacts for platform components, ensuring alignment with enterprise standards and best practices.
- Automate infrastructure provisioning, configuration, and CI/CD pipelines for ML platform services.
Other
- Formal training or certification on software engineering concepts and 3+ years applied experience
- Solid 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
- This position is subject to Section 19 of the Federal Deposit Insurance Act. As such, an employment offer for this position is contingent on JPMorganChase’s review of criminal conviction history, including pretrial diversions or program entries.
- We are an equal opportunity employer and place a high value on diversity and inclusion at our company.
