Software Engineer III - Python/AI/MLOps
JPMorgan Chase1 day ago
Responsibilities
- Design, develop, troubleshoot, and maintain secure, high-quality production software and algorithms.
- Build and support scalable machine learning platform capabilities on Databricks for risk and fraud model implementation.
- Partner with model developers and engineers to productionize models using Python and Apache Spark, including data preparation and distributed processing.
- Modernize machine learning workflows from Amazon SageMaker to Databricks to improve reliability, speed, and standardization.
- Provision and manage cloud infrastructure across environments using Terraform and automated deployment pipelines.
- Implement monitoring, alerting, and operational controls with Amazon CloudWatch and Datadog.
- Profile and optimize Databricks and Apache Spark workloads for performance.
- Develop automation scripts and tooling to reduce manual effort and improve operational stability.
- Use and help improve enterprise-authorized AI-assisted development practices while validating generated outputs for correctness, performance, and security.
Requirements
- Formal training or certification in software engineering concepts and at least 3 years of applied experience.
- Proficiency in Python and experience building data-processing workloads with Apache Spark.
- Hands-on experience with Databricks, including job configuration, libraries, and runtime management.
- Experience operating workloads in Amazon Web Services, including services such as Amazon EC2, Amazon S3, Amazon EMR, and Amazon Lambda.
- Experience provisioning and managing cloud infrastructure with Terraform and automated deployment pipelines.
- Experience with monitoring and alerting using Amazon CloudWatch and Datadog.
- Experience using enterprise-authorized AI-assisted software development tools for coding, testing, troubleshooting, or documentation, with the ability to evaluate and refine generated outputs.
- Understanding of responsible AI use, data sensitivity, secure handling of inputs and outputs, resiliency, and security expectations.
- Strong communication and collaboration skills.
- Preferred familiarity with modern front-end technologies and exposure to cloud technologies.
Benefits
- Competitive total rewards package with base salary determined by role, experience, skill set, and location, plus eligible commission or discretionary incentive compensation.
- Comprehensive health care coverage and on-site health and wellness centers.
- Retirement savings plan and backup childcare.
- Tuition reimbursement, mental health support, and financial coaching.
- Benefits and programs are provided based on eligibility.
Tech Stack
Categories
About JPMorgan Chase
JPMorgan Chase provides consumer and commercial banking, payments, credit card, wealth management, and corporate and investment banking services to individuals, businesses, institutions, and governments. The public company (NYSE: JPM) earns revenue from interest, fees, trading, and asset management across operations in more than 100 markets. Headquartered in New York City with roots dating to 1799, it serves retail customers and prominent corporate and government clients through brands including Chase and J.P. Morgan.