Machine Learning Engineer Graduate (Global E-Commerce, Risk Control) - 2027 Start (PhD)
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- Location
- Singapore, Singapore, Singapore
- Employment
- Full Time
- Work model
- On-Site
- Level
- New Grad
- H-1B history
- 148 approvals (FY2023)
Skills
About this role
About the Team The E-Commerce Risk Control (ECRC) team is missioned: - To protect E-Commerce users, including and beyond buyer, seller, creator; - By securing the integrity of our ecommerce ecosystem and providing a safe shopping experience on the platform; - Through building infrastructures, platforms and technologies, as well as collaborating with many cross-functional teams and stakeholders.
We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth. Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume.
Responsibilities Develop domain-specific machine learning / LLMs / Agents to decode and prevent intricate, cross-domain fraudulent activties. 1. Analyze massive business and security data to mine abnormal user behavior, and uncover evolving risky patterns. 2. Productionize AI agent pipelines engineered for real-time prevention under massive global traffic. 3. Analyze / test the effectiveness of the built solutions. 4. Work in a cross-functional team setting to mitigate business risks. 5. Work with relevant software platform to develop/deploy/monitor the models.