Machine Learning Engineer - MoneyLion

MYS - Kuala Lumpur, Remote. Posted 10 days ago

The role

The Machine Learning Engineer will build machine learning systems and maintain high performing models in production. You will prototype, implement, and experiment with machine learning methods to solve business use cases.

What you will do

Frame and contextualize machine learning problems
Research, build and design machine learning systems and models
Assess, understand and analyse data to select appropriate datasets
Identify, prototype and implement machine learning algorithms and tools
Design, execute and monitor machine learning model experiments and metrics
Perform statistical analysis to evaluate business impact
Automate, architect and orchestrate machine learning processes and pipelines
Monitor, optimise and maintain machine learning solutions in production
Enrich existing machine learning libraries and model development frameworks
Work with MLOps Engineers and Data Scientists to improve systems designs and architectures

Required qualifications

Strong mathematical, statistical or actuarial background
Good programming knowledge and software engineering skills
Hands on experience in machine learning, predictive analytics and statistical modelling
Experience developing and deploying machine learning models in production
Adept at problem solving and troubleshooting using both textbook methods and novel viewpoints
Proficient in Python and SQL
Proficient with machine learning libraries and frameworks such as scikit-learn, XGBoost, LightGBM
Solid communication and collaboration skills

Nice to have

Experience in building machine learning systems and workflows
Familiar and have experience with MLOps tools such as DVC, MLFlow, Metaflow, Seldon, BentoML
Familiar and have experience with AWS, Docker, Kubernetes

Benefits

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

Before you apply

Online Technical Test
Take-Home Assessment
Interview & Discussion of Take-Home Assessment

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.