Lead Software Engineer - Senior Python Developer

Responsibilities

• Collaborate with cross-functional teams, including data scientists and software engineers, to integrate machine learning models into applications
• Develop and implement strategies for deploying machine learning models into production to ensure scalability and reliability
• Design and maintain CI/CD pipelines to automate the testing, deployment, and updating of ML models
• Manage and optimize infrastructure using cloud services, containerization (Docker), and orchestration tools (Kubernetes)
• Implement monitoring and logging solutions to track model performance and detect anomalies in production
• Develop secure, high-quality production code and conduct code reviews and debugging
• Lead communities of practice to drive awareness and adoption of leading-edge technologies

Requirements

• 6+ years of applied experience in cybersecurity or engineering concepts
• Bachelor's degree in Computer Science, Engineering, or a related field
• Advanced Python programming skills, including expertise with Pandas, Numpy, and Scikit-Learn
• Proficiency in building and maintaining CI/CD pipelines for machine learning workflows
• Expertise in cloud platforms such as AWS, GCP, or Azure
• Experience with containerization technologies like Docker and Kubernetes
• Familiarity with monitoring and logging tools such as Prometheus, Grafana, or the ELK Stack

Preferred Qualifications

• Proven experience managing large-scale machine learning models in production environments
• Ability to monitor ML models to effectively address performance and data quality issues
• Working knowledge of security best practices and compliance standards for AI/ML systems
• Experience developing REST APIs using frameworks like Flask or FastAPI
• Experience with infrastructure optimization and the use of synthetic datasets for model training

About the Company

JPMorgan Chase is a leading global financial services firm with over 200 years of history. We provide innovative financial solutions to millions of consumers, small businesses, and prominent corporate and institutional clients under the J.P. Morgan and Chase brands.