Responsibilities
TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.
TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.
Why Join Us
Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
Together, we inspire creativity and bring joy - a mission we all believe in and aim towards achieving every day.
To us, every challenge, no matter how difficult, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always.
At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.
Join us.
About the Team
The E-Commerce Risk Control (ECRC) team's mission is:
- To protect TikTok e-commerce users, including and beyond buyer, seller, creator;
- To make Tiktok e-commerce the safest and most trusted place worldwide to transact online by securing the integrity of the e-commerce ecosystem and providing a safe shopping experience on the platform;
- Through building software systems, risk models and operational processes, as well as collaborating with many cross-functional teams and stakeholders.
The ECRC team works to prevent and detect any risk attempts in Tiktok e-commerce platforms (e.g. TikTok Shop, Fanno) and to mitigate the negative impact on our customers and Selling Partners (Sps), covering multiple classical and novel business risk areas such as account integrity, incentive abuse, malicious activities, brushing, click-farm, information leakage etc.
We achieve our mission by a) developing state-of-art Machine Learning (ML) solutions to prevent customers, SPs, and Tiktok from being impacted by bad actors’ actions and practices to gain unfair business advantages; b) empowering Tiktok teams, both internal to GNE and external, to reduce risk attempts by utilizing our mechanisms.
Responsibilities
- Respond to and mitigate business risks in ByteDance E-Commerce including and not limited to Incentive abuse, brushing order, malicious behaviors, payment fraud, ATO etc.;
- Establish reliable, efficient and modularized risk defense solutions, reduce the manual workload on ramping up risk controls on/against new business scenario, risk area, or abusive means;
- Uplevel risk defense excellence on privacy/compliance, machine learning, risk perception and analysis, achieve in-depth defense portfolio.
Qualifications
- Final year or recent graduate with a background in Computer Science, Computer Engineering, Information Systems or other STEM disciplines (e.g. finance if applying for payment fraud positions);
- Solid data mining or machine learning background;
- Proficiency in at least two - Linux, Hadoop, Hive, Spark or Storm;
- Ability to think critically, objectively, rationally. Reason and communicate in a result-oriented, data-driven manner, with high autonomy;
- Deep understanding of modern machine learning theory and applications, especially around popular neural nets (e.g. natural language processing, graph embedding), and/or relevant unsupervised/semisupervised/transfer learning. Hands-on industrial model development skills and strong data science sense/habit.
TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
By submitting an application for this role, you accept and agree to our global applicant privacy policy, which may be accessed here: https://careers.tiktok.com/legal/privacy.
If you have any questions, please reach out to us at
[email protected].