Moderator vacancy in Singapore Singapore

Software Developer, Risk Data Mining - BRIC - Singapore
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
At TikTok our people are humble intelligent compassionate and creative. We create to inspire - for you for us and for more than 1 billion users on our platform. 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 TikTok.

The Business Risk Integrated Control (BRIC) team is missioned:
- To protect TikTok users including and beyond content consumers creators advertisers
- By securing platform health and community experience authenticity
- Through building infrastructures platforms and technologies as well as to collaborate with many cross-functional teams and stakeholders.

The BRIC team works to minimise the damage of inauthentic behaviours on TikTok covering multiple classical and novel community and business risk areas such as account integrity engagement authenticity anti spam API and growth health live streaming security and financial safety (ads or e-commerce) etc.

In this team you'll have a unique opportunity to have first-hand exposure to the strategy of the company in key security initiatives especially in building scalable and robust intelligent and privacy-safe secure and product-friendly systems and solutions. 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. The work needs to be fast transferrable while still down to the ground to making quick and solid differences.

Responsibilities
- Build rules algorithms and machine learning models to respond to and mitigate business risks in ByteDance products/platforms. Such risks include and are not limited to abusive accounts fake engagements spammy redirection scraping fraud etc.
- Establish reliable efficient and modularized risk defense solutions reduce manual workload on ramping up risk controls on/against new business risk area or abusive means.
- Uplevel risk defence excellence on privacy/compliance machine learning risk perception and analysis achieve in-depth defence portfolio.
- Bachelor or degrees above in computer science computer engineering electrical engineering statistics or other relevant majors (e.g. finance if applying for applying for financial fraud roles).
- Solid engineering skills. Proficiency in at least two of: Linux Hadoop Hive Spark Storm.
- Familiarity with data mining data science or machine learning. Bonus given to proficiency in modern machine learning theories and applications such as deep neural nets transfer/multi-task learning reinforcement learning time series or graph unsupervised learning.
- Ability to think critically objectively rationally. Reason and communicate in result-oriented data-driven manner. High autonomy.
- Minimum 3 - 5 years relevant work experience from a large-scale internet business


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.