JPMorganChase is looking to solve the problem of continuous improvement of software applications and systems by gathering, analyzing, synthesizing, and developing visualizations and reporting from large, diverse data sets.
Requirements
- Building scalable data pipelines
- Integrating machine learning models using Scikit-Learn and PySpark
- Optimizing query performance
- Leveraging cloud platforms including AWS for data-driven solutions
- Designing and developing highly scalable, fault tolerant data architectures on AWS
- Implementing hub-and-spoke data modeling approach with satellite and hub tables in Amazon Redshift or Snowflake
- Building pipelines in Databricks by leveraging Data Lake, Photon Engine, Unity Catalog, MLflow, Auto Loader, and Workflow
Responsibilities
- Gather, analyze, synthesize, and develop visualizations and reporting from large, diverse data sets in service of continuous improvement of software applications and systems
- Execute software solutions, design, development, and technical troubleshooting with ability to think beyond routine or conventional approaches to build solutions or break down technical problems
- Identify hidden problems and patterns in data and use these insights to drive improvements to coding hygiene and system architecture
- Generate data models using firm wide tooling, linear algebra, statistics, and geometrical algorithms
- Evaluate and report on access control processes to determine effectiveness of data asset security
- Develop innovative AI/ML solutions and agentic systems for the LLM Suite platform utilizing public cloud architecture and modern standards, and Al Agentic frameworks
- Produce architecture and design artifacts for complex applications while being accountable for ensuring design constraints are met by software code development
Other
- Master's degree in Computer Science or related field of study plus 3 years of experience in the job offered or as Software Engineer, Data Engineer, or related occupation
- Bachelor's degree in Computer Science or related field of study plus 5 years of experience in the job offered or as Software Engineer, Data Engineer, or related occupation
- Competitive total rewards package including base salary determined based on the role, experience, skill set and location
- 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
- Equal opportunity employer and place a high value on diversity and inclusion at our company
