Machine Learning Engineer, Risk Data Mining, BRIC - Singapore
Core
Build machine learning solutions to detect and mitigate business risks like abusive accounts, fake engagements, spam, and fraud across ByteDance platforms.
Role type
Senior IC machine learning engineer (risk data mining)
Builds
Scalable, robust, privacy-safe ML systems for account integrity, engagement authenticity, and anti-fraud
Domain
Social media platform security and risk management
Deliverable
production ML models
Required skills
deep neural nets, transfer/multi-task learning, reinforcement learning, time series analysis, graph unsupervised learning, Linux, Hadoop, Hive, Spark, Storm
Preferred skills
publications in modern ML theories, critical thinking, data-driven reasoning
Technologies
Linux, Hadoop, Hive, Spark, Storm
Responsibilities
Build ML solutions to mitigate business risks; Improve modeling infrastructures, labels, features, and algorithms; Uplevel risk ML excellence on privacy, compliance, and interpretability
Seniority
Master's degree required, Senior level
