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MLOps Engineer

MLOps Engineer

MoneyLionKuala Lumpur, Kuala Lumpur, Malaysia
22 hari lalu
Penerangan pekerjaan

Overview

MoneyLion Kuala Lumpur, Federal Territory of Kuala Lumpur, Malaysia

The Kuala Lumpur office is the technology powerhouse of MoneyLion. We pride ourselves on innovative initiatives and thrive in a fast paced and challenging environment. Join our multicultural team of visionaries and industry rebels in disrupting the traditional finance industry.

As a MLOps Engineer, you will have the opportunity to build the next generation of MoneyLion's machine learning platform and infrastructure. You will lead initiatives to enable the deployment of machine learning solutions at scale. This entails proactively designing, prototyping, and continuously refining the underlying machine learning infrastructure to remove bottlenecks and expedite the modeling lifecycle. You will also help to define, establish, and enforce best practices in partnership with AI Devops, Data Scientists, Data Engineers, and AI Engineers across MoneyLion.

Responsibilities

  • Conduct research, design, and prototype MLOps practices, tools, and frameworks to expedite the machine learning lifecycle at MoneyLion.
  • Collaborate with Data Scientists, Data Engineers, and AI / ML Engineering teams to enhance cross-team workflows and reduce time to deployment.
  • Improve automation in the development and deployment processes of machine learning.
  • Collaborate with IT operations and DevOps teams to ensure smooth integration of infrastructure platforms with other applications and processes.
  • Establish and maintain systems for monitoring machine learning models in production and oversee model governance.
  • Manage cloud infrastructure costs by monitoring and optimizing spending and providing transparency in cost-related matters.
  • Develop and implement disaster recovery and business continuity plans for cloud infrastructure platforms.
  • Ensure dependability of MLOps platforms and participate in on-call rotations to address incidents when necessary.

About You

  • Strong software fundamentals; experience with software engineering best practices (code patterns, code review, test-driven development, unit testing, etc.).
  • Practical experience with Kubernetes (preferably EKS) in production; understanding of Kubernetes architecture and components.
  • Evaluate and implement best practices and new technologies to enhance application performance, accuracy, and cost efficiency.
  • Proficient in Python and SQL.
  • Strong problem-solving, troubleshooting, communication, and collaboration skills.
  • Design and ship applications that provide excellent user experience to data analysts and scientists.
  • Maintain multiple codebases, conduct code reviews or pair programming to ensure high-quality code.
  • Familiarity with MLOps tools such as DVC, MLFlow, Metaflow, Ray is a plus.
  • What\'s Next

  • Online Technical Test
  • Take-Home Assessment
  • Hiring Manager Interview
  • What We Value

    We value growth-minded and collaborative people with high learning agility who embody our core values of teamwork, customer-first and innovation . Every member of the MoneyLion Team is passionate about fintech and ready to give 100% in helping us achieve our mission.

    Working At MoneyLion

    At MoneyLion, we want you to be well and thrive. Our generous benefits package includes :

  • Competitive salary packages
  • Comprehensive medical, dental, vision and life insurance benefits
  • Wellness perks
  • Paid parental leave
  • Generous Paid Time Off
  • Learning and Development resources
  • Flexible working hours
  • MoneyLion is committed to equal employment opportunities for all employees. Inside our company, every decision we make regarding our employees is based on merit, competence, and performance, completely free of discrimination. We are committed to building a team that represents a variety of backgrounds, perspectives, and skills. Within that team, no one will feel more "other" than anyone else. We realize the full promise of diversity and want you to bring your whole self to work every single day.

    Job Details

  • Seniority level : Entry level
  • Employment type : Full-time
  • Job function : Engineering and Information Technology
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    Engineer • Kuala Lumpur, Kuala Lumpur, Malaysia