JPMorgan Associate Software Engineer - AI/ML & Data Platforms 

United States, New Jersey, Jersey City 

123203534

Job responsibilities

• Implements distributes ML experimentation and training platform for firm-wide use in accordance with the requirements and design.
• Implements, and supports tools and workflows to facilitate machine learning experiments, automated training runs, and production deployments.
• Extends machine learning libraries and frameworks to support complex requirements.
• Delivers thoughtful data scientist experience with APIs and SDKs for the training platform.
• Collaborates with infrastructure engineering, product management, and security and compliance teams to deliver tailored, robust solutions.

Required qualifications, capabilities, and skills

• Formal training or certification on software engineering concepts and 3+ years applied experience
• Knowledge of software development processes in an ML environment.
• Understanding and hands-on experience with public cloud technologies, especially with AWS, in the context of ML engineering workflows, specifically featurization, experimentation, training, and evaluation.
• Programming skills in Python and experience with ML frameworks and libraries such as TensorFlow, PyTorch, Scikit-Learn, JAX, etc.
• Hands-on experience implementing DevOps practices using tools such as Docker, Jenkins, Spinnaker, and Terraform.
• Knowledge of Big Data and related technologies such as Hadoop, Spark, and Airflow.

Preferred qualifications, capabilities, and skills

• Knowledge of SageMaker, EMR, and AWS ML stack.
• Knowledge of Kubernetes ecosystem, including EKS, Helm, and Custom Operators.