Team Introduction
The E-Commerce Risk Control (ECRC) team is missioned: - To protect Tiktok 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.
In this team you'll have a unique and exciting opportunity to have first-hand exposure to build scalable and robust, intelligent and privacy-safe, secure and product-friendly systems via AI technology and data science products.
Our challenges are not some regular day-to-day technical puzzles -- You'll be part of a team that's developing novel solutions to first-seen challenges of a non-stop evolvement of a phenomenal product eco-system.
Responsibility
- Develop machine learning solutions for identifying and preventing various fraudulent activities
- Analyze massive business and security data to mine abnormal user behavior, and uncover evolving risky patterns
- Build data pipeline to enable scalable and real-time risk prevention
- Analyze / test the effectiveness of the built solutions
- Work in a cross-functional team setting to mitigate business risks
- Work with relevant software platform to develop/deploy/monitor the models.
Minimum Qualifications:
- Final year or recent graduate with a background in Software Development, Computer Science, Computer Engineering, or a related technical discipline
- Good coding skills in one or more programming language Preferred Qualifications:
- Familiar with machine learning frameworks such as scikit-learn, tensorflow, pytorch
- Ability to think critically, rationally, and communicate in result-oriented, data-driven manner.