Machine Learning Engineer - TikTok BRIC - Singapore
Core
Build machine learning solutions to mitigate business risks like abusive accounts, fake engagements, spam, and fraud on TikTok platforms.
Role type
Senior IC machine learning engineer (business risk)
Builds
Scalable, robust, intelligent, and privacy-safe systems for risk mitigation
Domain
Social media platform security and business risk
Deliverable
production ML models
Required skills
Linux, Hadoop, Hive, Spark, Storm, deep neural nets, transfer/multi-task learning, reinforcement learning, time series analysis, graph unsupervised learning
Preferred skills
Critical thinking, data-driven reasoning, high autonomy
Technologies
Linux, Hadoop, Hive, Spark, Storm
Responsibilities
Build ML solutions to respond to and mitigate business risks; Improve modeling infrastructures, labels, features, and algorithms; Uplevel risk ML excellence on privacy, compliance, and interpretability
Seniority
Senior, hands-on IC
