Machine Learning Engineer
1 week ago
At SHOPEE SINGAPORE PRIVATE LIMITED, we are looking for a highly skilled Machine Learning Engineer to join our team. As a key member of our risk management department, you will be responsible for developing and maintaining credit and fraud risk models that ensure the integrity of our platform.
Responsibilities- Design and implement machine learning algorithms to identify potential risks in consumer lending and SME finance products
- Collaborate closely with the risk policy and business team to translate business needs into actionable insights
- Analyze and improve model performance through research and experimentation with various data mining techniques
- Develop and maintain feature pipelines to extract valuable information from raw data
To be successful in this role, you will need a strong foundation in machine learning and data analysis. You should have experience working with massive datasets and a proven track record of improving model performance.
Requirements- Bachelor's degree in Computer Science, Statistics, Mathematics, or a related field. Master's and PhD degrees are preferred.
- Strong interest in machine learning and data mining, particularly in the context of credit and fraud risk management
- Excellent coding skills in Python and SQL, with experience working with big data technologies like Spark
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