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, ensuring 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 (AWS, GCP, or Azure) and containerization (Docker, Kubernetes).
• Familiarity with monitoring and logging tools such as Prometheus, Grafana, or the ELK Stack.
• Strong understanding of the Software Development Life Cycle (SDLC) and agile methodologies.

Preferred Qualifications

• Proven experience deploying and managing large-scale machine learning models in production environments.
• Ability to address model performance and data quality issues effectively.
• Working knowledge of security best practices and compliance standards for 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 institution providing innovative solutions to millions of consumers, small businesses, and prominent corporate and government clients. We leverage cutting-edge technology to drive excellence across investment banking, consumer banking, and asset management.