Founded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.
Why Join Us
At ByteDance, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for millions of users across all of our products. We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes. Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility. Join us and make impact happen with a career at ByteDance.
The Global Payments team provides professional payment solutions with smooth functioning of payment channels to all global businesses of ByteDance to support the expansion and growth of ByteDance’s global businesses. Global payments has offices including: Beijing, Shanghai , Shenzhen, Hangzhou , Singapore and Mountain View.
Global Payments Data Intelligence Risk Control team's works to minimise the frequency and damage of inauthentic behaviours in supporting international businesses (TikTok Live, TikTok Shop, Resso) with a data-driven approach. For example, this team is focused on optimising key payment metrics including but not limited to: fraud rate, chargeback rate, compliance rate, etc, through data intelligence approach to provide quality values to our customers.
Our Global Payments Risk Control team mission is:
In this team, you'll be exposed to unique opportunities and experience first-hand exposure to company strategies in key security initiatives. Some examples are building scalable and robust, privacy-safe and intelligence, secure product and customer friendly systems and solutions. You'll be part of a team that's developing novel solutions to first-seen challenges in a fast paced environment of a phenomenal product eco-system. If you are looking for a fast paced environment and able to make real impact to businesses and customers, this role is for you.
Responsibilities
1. Build Machine Learning models to respond to and mitigate risks in Global Payments products;
2. Improve modelling infrastructures, labels, features and algorithms towards improving robustness, automation and generalisation, as well as, reduce modelling and operational load on risk adversaries and new product/risk ramping-ups;
3. Level up the risk Machine Learning expertise excellence in domain areas such as privacy/compliance, interoperability, risk perception, analysis, etc;
1. Bachelor degree or above in Computer Science, Statistics, Mathematics or other related majors;
2. Proficient in Python, Java or Scala and big data tools such as SQL / Hive / Spark, etc;
3. 3 years and above of Machine Learning experience, preferably with domain experiences in Trust & Safety, Risk management, Anti Fraud;
4. Domain experiences in one of these fields is preferred: trust and safety, risk management, fraud, anti-fraud, etc.
5. Experienced in Machine Learning and Deep Learning models;
ByteDance 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 ByteDance, our mission is to inspire creativity and enrich life. 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.
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