Gen Digital

Engineering Manager (MLOps) - MoneyLion

MYS - Kuala Lumpur, Remote. Posted 7 months ago

The role

You will lead a team of MLOps Engineers to develop machine learning platforms and infrastructure. You will design, prototype, and refine infrastructure to expedite the modeling lifecycle and enable deployment at scale.

What you will do

  • Lead a team of MLOps Engineers in research, design, and prototyping of MLOps practices, tools, and frameworks.
  • Collaborate with Data Scientists, Data Engineers, and AI/ML Engineering teams to enhance workflows.
  • Improve automation in machine learning development and deployment processes.
  • Collaborate with IT operations and DevOps teams to integrate infrastructure platforms.
  • Establish and maintain systems for monitoring machine learning models in production.
  • Oversee development of machine learning models to ensure proper model governance.
  • Manage cloud infrastructure costs by monitoring and optimizing spending.
  • Develop and implement disaster recovery and business continuity plans for cloud infrastructure platforms.
  • Ensure dependability of MLOps platforms.
  • Participate in an on-call rotation to address critical incidents.

Required qualifications

  • Strong experience managing teams of Software Developers
  • Strong Software Fundamentals
  • Experienced with software development standards and best practices in an enterprise organization
  • Experience with deploying and managing data pipeline and machine learning algorithms at scale
  • Demonstrated practical experience with Kubernetes in a production environment
  • In-depth understanding of Kubernetes architecture and its components
  • Evaluate and implement best practices and new technologies
  • Proficient in Python, Java, SQL
  • Strong problem-solving and troubleshooting skills
  • Effective communication and collaboration abilities
  • Design and ship applications for data analysts and scientists
  • Maintain multiple codebases, conduct code reviews or pair programming

Nice to have

  • Experience with EKS
  • Familiar with and have experience with MLOps tools such as DVC, MLFlow, Metaflow, Ray, Chalk

Benefits

  • Flexible working options
  • Time off
  • Competitive pay
  • Benefits
  • Well-being programs

Before you apply

  • TA Screening Call
  • Technical Interview
  • Interview- Hiring Manager (Virtual or face-to-face)
  • Stakeholder Chat

About the company

Gen is a global company dedicated to powering Digital Freedom through brands including Norton, Avast, LifeLock, and MoneyLion. They deliver cybersecurity, online privacy, identity protection, and financial wellness solutions to nearly 500 million users.