Machine Learning Engineer - TikTok BRIC
Core
Develop machine learning solutions to proactively address and mitigate business risks across ByteDance products and platforms, including abusive accounts, fake engagements, spam, and fraud.
Role type
Senior IC machine learning engineer (business risk)
Builds
Scalable, robust, intelligent, and privacy-safe systems and solutions for risk mitigation
Domain
Social media platform security and business risk
Deliverable
production ML models
Required skills
deep neural nets, transfer/multi-task learning, reinforcement learning, time series learning, graph unsupervised learning, Linux, Hadoop, Hive, Spark, Storm
Preferred skills
critical thinking, data-driven reasoning, high autonomy
Technologies
Linux, Hadoop, Hive, Spark, Storm
Responsibilities
Develop ML solutions to mitigate business risks; Enhance modeling infrastructure, labeling processes, and feature engineering; Drive improvements in risk-related ML practices focusing on privacy and compliance
