Not specified (assumed hybrid or onsite based on location).
Master's degree in computer science or related field
Proficiency in python, java, or c++ programming
Experience with big data technologies like spark or flink
TikTok is seeking a Senior Machine Learning Engineer for its BRIC Account Security team in Singapore. The role involves leveraging large-scale behavioral data to develop innovative solutions for account security challenges across various product lines
Job Summary
This role offers unique exposure to company strategy in building scalable, privacy-safe, and intelligent security systems.
The team leverages massive behavioral data from hundreds of millions of accounts to identify risks like fake registrations and account takeovers.
Candidates will contribute to developing account risk control infrastructure including data warehouses, feature engineering, and ML models.
Matching Summary
Match Score: 85
TikTok is seeking a Senior Machine Learning Engineer for its BRIC Account Security team in Singapore. The role involves leveraging large-scale behavioral data to develop innovative solutions for account security challenges across various product lines.
Skills & Requirements
Must-have
Master's degree in Computer Science or related field
Proficiency in Python, Java, or C++ programming
Experience with big data technologies like Spark or Flink
Solid understanding of machine learning and deep learning
Knowledge of clustering and community detection techniques
Nice-to-have
Prior experience combating online fraud or abuse
Familiarity with Large Language Models (LLMs) and AI Agents
Ability to validate algorithm effectiveness in risk scenarios
Key Requirements
Master's degree or above in Computer Science, Statistics, or AI
Hands-on experience with Hadoop, Hive, Spark, or Flink