Company

Airwallex

Released at

2023-Feb-08

Close at

2023-May-31

Job Type

FULLTIME

Salary

SGD 12000 per MONTH

Location

, , Singapore

Company Description

The world as we know it is no longer the same. Changes now occur in days and months, not years. The digital revolution is here, and Airwallex is at the centre, facilitating the transformation of businesses from offline to online, from local to global.Airwallex was built with a single purpose in mind – to create a world where all businesses can operate without borders and restrictions, and by doing so, propel the growth of the global digital economy.

Job Description

    As an ML engineer, you will work with a team of ML engineers on interesting ML problems in the risk management domain. You will build sophisticated features and models based on real world transaction data. We expect you to experiment with different features; try out various model architectures, from random forest, xgboost to DNN, LSTM and graph model; tune model performance; and build applications on top of models to achieve business values.
    Responsibilities:
    • Analyze business requirements and turn them into ML problems
    • Work on feature engineering and model training
    • Collaborate with different teams to apply models to business problems
    • Be an expert about the cutting-edge ML technologies and be able to pick the right model architecture for our problems
    • Coach junior ML engineers to grow and be more effective in their job

Requirements

    • At least 5 years's machine learning related working experience
    • Modeling background in risk domain and fraud detection experience are a must
    • Proficient in Python and/or a JVM language (Java, Scala, Kotlin)
    • Experience with model training and ML libraries, such as scikit-learn, Tensorflow, PyTorch, Keras, etc.
    • Experience with big data frameworks, such as Flink or Spark
    • Familiar with SQL

    At Airwallex you’ll have the ability to make an impact in a rapidly growing, global fintech. We want you to share in our success, which is why you’ll be offered a competitive salary plus valuable equity within Airwallex. We also like to ensure we create the best environment for our people by providing a collaborative open office space with a fully stocked kitchen. We organise regular team building events and we give our people the freedom to be creative.

    Airwallex is proud to be an equal opportunity employer. We value diversity and anyone seeking employment at Airwallex is considered based on merit, qualifications, competence and talent. We don’t regard colour, religion, race, national origin, sexual orientation, ancestry, citizenship, sex, marital or family status, disability, gender, or any other legally protected status. If you have a disability or special need that requires accommodation, please let us know.

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