Senior Mlops Engineer

Kuala Lumpur, Malaysia

Job Description


About UsMoneyLion is America's most powerful and rewarding financial membership, empowering people to take control of their finances to achieve their overall life goals.Since its launch in 2013, MoneyLion has amassed more than 4 million members and has earned its customers trust with new banking and investments capabilities that offer a one-of-a-kind rewards program, no-fee checking account, overdraft protection, and loans funded in 15 seconds or less.From a single application platform, users can get a holistic snapshot of their entire financial lives while having access to personalized and contextualized tips and tools to improve their credit and achieve everyday savings.By rewarding financial responsibility, providing top-notch customer assistance and offering insightful financial education tips, we aim to positively impact our customers and enable them to better their financial health.MoneyLion team members are passionate about making a difference in people's lives. We work fast, collaborate always, and above all else, we do it for our customers.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!About the RoleThe 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.Key Responsibilities

  • Conduct research, design, and prototype MLOps practices, tools, and frameworks to expedite the machine learning lifecycle at MoneyLion.
  • Work in collaboration with Data Scientists, Data Engineers, and AI/ML Engineering teams to enhance cross-team workflows and reduce time to deployment.
  • Improve the level of automation in the development and deployment processes of machine learning.
  • Collaborate closely with IT operations and DevOps teams to ensure the smooth integration of infrastructure platforms with other applications and processes.
  • Establish and maintain systems for monitoring machine learning models in production. Oversee the development of machine learning models at MoneyLion to ensure proper model governance.
  • Effectively manage cloud infrastructure costs by monitoring and optimizing spending, and provide transparency and accountability in cost-related matters.
  • Develop and implement disaster recovery and business continuity plans for cloud infrastructure platforms.
  • Responsibility for the dependability of the MLOps platforms and solutions. This entails participating in an on-call rotation to address critical incidents when necessary.
About You
  • Strong Software Fundamentals. Experienced with software development standards and best practices on software engineering in an enterprise organization, such as code pattern, code review, test-driven development, unit testing etc
  • Demonstrated practical experience with Kubernetes, with a preference for experience with EKS, in a production environment. In-depth understanding of Kubernetes architecture and its components.
  • Evaluate and implement best practices and new technologies to enhance application performance, accuracy, and cost efficiency
  • Proficient in Python, SQL
  • Strong problem-solving and troubleshooting skills and effective communication and collaboration abilities.
  • 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
  • Preferably familiar and have experience with MLOps tools such as DVC, MLFlow, Metaflow, Ray
What's Next...After you submit your application, you can expect the following steps in the recruitment process: * Online Technical Test
  • Take-Home Assessment
  • Hiring Manager Interview

MoneyLion

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Job Detail

  • Job Id
    JD1080995
  • Industry
    Not mentioned
  • Total Positions
    1
  • Job Type:
    Full Time
  • Salary:
    Not mentioned
  • Employment Status
    Permanent
  • Job Location
    Kuala Lumpur, Malaysia
  • Education
    Not mentioned