Work location: Singapore
Salary:
Industry: IT - Software
Get to know our Team:
The User Trust team acts as guardians of all our users on Grab. We leverage our rich datasets to find solutions to problems ranging from safety to fraud. We’re a hands on team interested in the end to end data lifecycle: from wrangling data to understanding the tradeoffs between model complexity and deployment in production. If you’re passionate about solving complex problems with immediate real-world impact, we want you!
Get to know the Role:
Work on problems that run the gamut from data science to deploying and monitoring models in production.
Build and deploy scalable machine learning models to enable our fraud, risk and safety systems.
Analyze data and define metrics for feature evaluation and model performance.
Design and implement robust data pipelines.
Identify and build new approaches and methods for machine learning as we grow.
The must haves:
Minimum 5 years of experience building machine learning models in production, or an advanced degree in a quantitative field with at least 2 years of experience.
Good understanding of machine learning models, feature engineering, and other practical issues, such as overfitting.
Solid engineering and coding skills. And the ability to write high performance production code. Experience in Go, Python Scala and other equivalent language is a plus.
Experience with MapReduce, Spark and Hive is a plus.
Self-motivated, independent learner, and enjoy sharing knowledge with team members.
Detail-oriented and efficient time manager in a dynamic and fast-paced working environment.
Grab Vietnam