Not specified (assumed to be hybrid or on-site based on company culture)
Master's degree in computer science or related field
Experience with image/video search and recognition
Proficiency in object detection and segmentation
TikTok is seeking a Machine Learning Engineer for its Business Integrity team in Singapore, focusing on the development of scalable machine learning models for various commercial products. The ideal candidate should possess advanced qualifications in computer science and substantial research experience in machine learning, particularly in areas relevant to computer vision and generative models
Job Summary
The Business Integrity team aims to build a next-generation content understanding system for TikTok monetization.
Engineers will be responsible for data mining, feature engineering, and building scalable machine learning models for ads and e-commerce.
The role requires optimizing computational efficiency to handle billion-scale business data while exploring cutting-edge AI technologies.
Matching Summary
Match Score: 85
TikTok is seeking a Machine Learning Engineer for its Business Integrity team in Singapore, focusing on the development of scalable machine learning models for various commercial products. The ideal candidate should possess advanced qualifications in computer science and substantial research experience in machine learning, particularly in areas relevant to computer vision and generative models.
Salary
Not specified; Not specified; Not specified
Skills & Requirements
Must-have
Master's degree in Computer Science or related field
Experience with image/video search and recognition
Proficiency in object detection and segmentation
Knowledge of representation learning and pre-training
Experience with OCR and Large Language Models (LLM)
Background in multimodal generative models
Nice-to-have
First author publication at top-tier conferences
Experience with self-supervised learning techniques
Familiarity with few-shot learning approaches
Interest in AIGC-based monetization ecosystems
Ability to partner across global disciplines
Key Requirements
Master's degree in Computer Science or Engineering
Research experience as first author at CVPR/ICML/etc.
Expertise in vision transformer and multi-modality