Senior Manager of Software Engineering - Machine Learning & Cloud

JPMorgan Chase JPMorgan Chase · Banking · Hyderabad, Telangana, India · Corporate Sector

Senior Manager of Software Engineering for Machine Learning & Cloud within the Corporate Technology - Consumer & Community Bank Risk group at JPMorgan Chase. The role involves leading a team of 10, mentoring technical teams, and driving the development and productionization of ML models using cloud services and MLOps practices. Responsibilities include technical leadership, code development, troubleshooting, and managing ML pipelines.

What you'd actually do

  1. Leverages Cloud services to build ML pipeline to implement, deploy and productionize ML Models
  2. Handle MLOps tasks and any associated infrastructure or production changes in coordination with SRE
  3. Provides Technical Leadership, guidance and direction to other team members
  4. Manage a team of 10 people and provide guidance to emerging talents
  5. Executes standard software solutions, design, development, and technical troubleshooting

Skills

Required

  • Python
  • Java
  • software engineering
  • system design
  • application development
  • testing
  • operational stability
  • pyspark
  • Kafka
  • Terraform
  • Kubernetes
  • AWS services (ECS, EMR, Lambda, EC2, SageMaker)
  • Oracle
  • Cassandra
  • Agile
  • scrum
  • CI/CD
  • Application Resiliency
  • Security

Nice to have

  • Machine Learning Frameworks
  • MLOps
  • Python Machine Learning library (Pandas, Numpy)
  • Databricks

What the JD emphasized

  • 5+ years applied experience
  • 2 + years of experience leading technologists

Other signals

  • Leverages Cloud services to build ML pipeline to implement, deploy and productionize ML Models
  • Handle MLOps tasks and any associated infrastructure and production changes in coordination with SRE
  • Experience with AWS services, including but not limited to ECS, EMR, Lambda, EC2 and SageMaker
  • Background with Machine Learning Frameworks and MLOps
  • Python Machine Learning library and ecosystem experience (Pandas and Numpy etc.)