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Anti-fraud Algorithm Engineer

3 weeks ago

Singapore Shopee Full time

DepartmentEngineering and Technology- LevelExperienced (Individual Contributor)- LocationSingaporeThe Engineering and Technology team is at the core of the Shopee platform development. The team is made up of a group of passionate engineers from all over the world, striving to build the best systems with the most suitable technologies. Our engineers do not merely solve problems at hand; We build foundations for a long-lasting future. We don't limit ourselves on what we can or can't do; we take matters into our own hands even if it means drilling down to the bottom layer of the computing platform. Shopee's hyper-growing business scale has transformed most "innocent" problems into huge technical challenges, and there is no better place to experience it first-hand if you love technologies as much as we do.

**About the Team**:

- Responsible for designing solutions to detect various fraudulent/risky behaviors on Shopee, including promotion fraud, logistics fraud, payment fraud, and account fraud
- Responsible for building and designing machine learning, deep learning, and graph models
- Responsible for building real-time and batch pipelines to deliver the models
- Responsible for designing indicators to monitor the feature and model performance and conducting model iteration
- Responsible for demonstrating the models to stakeholders in alignment with their expectations

**Requirements**:

- Experience with state-of-art machine learning, deep learning, and graph models in fraud detection and risk control system
- Experience with feature designing, BERT transformer, and clustering algorithms
- Excellent analytical skills in big data exploratory analysis, and statistical analysis
- Familiarity with Python or Go language and Spark/Presto SQL
- Have strong ownership of projects; be self-motivated and can communicate with stakeholders and collaborate with teammates well
- Minimum 4 years of working experience in developing data science models
- Experience with identifying fraud/abuse MO on e-commerce platforms is a plus
- Experience with address normalization and matching is a plus
- Experience with automated feature engineering is a plus
- Experience with Java is a plus