JPMorgan Senior Manager Software Engineering - Java Kinexys 

India, Karnataka, Bengaluru 

118266187

Job Responsibilities:

• Lead the application of machine learning algorithms and techniques to address complex problems, utilizing libraries such as TensorFlow, PyTorch, or scikit-learn.
• Oversee collaboration with cross-functional teams to gather requirements and design machine learning models and algorithms that fulfill customer needs.
• Ensure the creation of secure, high-quality production code, maintaining strict adherence to coding standards and best practices.
• Direct the gathering, analysis, and preprocessing of large, diverse datasets to train and evaluate machine learning models.
• Apply advanced feature engineering techniques to extract meaningful insights from data and enhance model performance.
• Manage the deployment and integration of machine learning models into production systems, considering the impact on upstream and downstream systems.
• Monitor and maintain deployed models, ensuring their optimal performance and reliability.
• Stay informed about the latest advancements in Python programming and machine learning techniques, and explore their potential applications within the organization.
• Mentor and guide junior engineers, fostering an environment of learning and growth.

Required Qualifications, Capabilities, and Skills:

• Formal training or certification on software engineering concepts and 5+ years applied experience
• Minimum of 7 years of experience in software engineering, with a focus on Python and machine learning.
• Extensive understanding of software engineering principles and best practices.
• Mastery in advanced Python programming concepts, including object-oriented programming, decorators, generators, and context managers.
• Proficiency in coding in Python, with a focus on machine learning libraries and frameworks.
• Significant experience in machine learning model development, including data preprocessing, feature engineering, model selection, training, and evaluation.
• Familiarity with agile methodologies and practices.
• Strong problem-solving and analytical skills.
• Excellent communication and leadership abilities.
• Ability to work effectively in a team environment and lead projects.
• Commitment to continuous learning and growth within the field of Python programming and machine learning.

Preferred Qualifications, Capabilities, and Skills:

• Experience with AI/ML implementation in cloud platforms, such as AWS or Azure.
• Knowledge of AI/ML deployment techniques, including model serving, containerization, and cloud-based deployment.
• Experience in leading teams and managing projects in a fast-paced environment.