Software Engineer II Machine Learning Platform
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Job Location:
Palo Alto, CA - USA
Monthly Salary:
$ 118750 - 150000
Posted on:
19 hours ago
Vacancies:
1 Vacancy
Job Summary
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 Chases review of criminal conviction history including pretrial diversions or program entries.
Required Experience:
IC
Key Skills
- Industrial Maintenance
- Machining
- Mechanical Knowledge
- CNC
- Precision Measuring Instruments
- Schematics
- Maintenance
- Hydraulics
- Plastics Injection Molding
- Programmable Logic Controllers
- Manufacturing
- Troubleshooting
About Company
JPMorganChase, one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world’s most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans ov ... View more
