Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Platform Governance) - 2026 Start (BS/MS)
Tasks
- Build data models for product experience and efficiency
- Build network feature sequence models for content understanding
- Conduct experiments using numpy and pandas
- Create multimodal representations for community mining
- Develop graph storage and graph learning platform
- Mine risks in e commerce scenarios
- Model events and behaviors affecting commerce operations
- Predict risk and low quality merchants products creators
- Research and implement machine learning graph learning sequence learning
- Support relationship building and governance using graph learning
- Train scalable optimized machine learning models
Perks/Benefits
Skills/Tech-stack
Apache Hadoop | Apache Hive | Apache Spark | Big Data | Community mining | DGL | Data Modeling | Deep learning | Graph Learning | Graph Modeling | Graph Neural Networks | Graph Storage | Machine Learning | Multimodal Learning | Neural Networks | NumPy | Pandas | PyTorch | Representation Learning | Scikit-learn | Self-Supervised Learning | Self-supervised | Semi-Supervised Learning | Semi-supervised | Sequence Learning | Series modeling | Supervised Learning | TensorFlow | Time Series | Time Series Modeling
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Related jobs
-
Agent systems | Language Models | Large Language Models | Machine Learning | Model EvaluationMid-level Full TimeSingapore, Singapore5h ago
-
Dataset Preparation | Generative AI | Graph Neural Networks | Image Processing | Language ModelsEntry-level InternshipSingapore, Singapore5h ago
-
Big Data Engineer Graduate (TikTok Global E-commerce Recommendation Architecture) - 2026 Start (BS/MS) SGD 84K-101KApache Spark | C++ | Data Engineering | Data Mining | Data ModelingEntry-level Full TimeSingapore5h ago
-
Big Data Engineer Intern (TikTok Global Ecommerce Recommendation Architecture) - 2026 Start (BS/MS) SGD 84K-101KApache Flink | Apache Spark | C++ | Computing systems | Data MiningHands-on experience | Industry exposure | Internship opportunityEntry-level InternshipSingapore5h ago
-
Algorithms | Data Mining | Data Structures | Deep learning | GeocodingEntry-level Full TimeSingapore5h ago
-
Machine Learning Engineer Intern (TikTok Shop Global E-Commerce, Search) - 2026 Start (BS/MS) SGD 84K-91KAlgorithms | Computer Vision | Data Structures | Deep learning | Language ProcessingHands-on experience | Industry exposure | Internship programEntry-level InternshipSingapore5h ago
-
Boosting trees | Collaborative Filtering | Deep Neural Networks | ETL | Factorization machinesEntry-level Full TimeSingapore5h ago
-
Algorithms | C++ | Computer Vision | Data Structures | Deep learningEntry-level Full TimeSingapore5h ago
-
Apache Flink | Apache Hadoop | Apache Hive | Apache Kafka | Apache SparkEntry-level Full TimeSingapore5h ago
-
Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Search) - 2026 Start (BS/MS) SGD 84K-101KAlgorithms | Computer Vision | Data Structures | Information Retrieval | Language ProcessingEntry-level Full TimeSingapore5h ago
-
Collaborative Filtering | Deep Neural Networks | Factorization machines | Gradient boosting | Language ProcessingEntry-level InternshipSingapore5h ago
-
Advertising Algorithms | Algorithms | Data Structures | LTV estimation | Machine LearningEntry-level Full TimeSingapore5h ago
-
Apache Spark | Apache Storm | Deep learning | Graph Machine Learning | HadoopEntry-level Full TimeSingapore5h ago
-
Big Data Engineer Graduate (Data Platform, TikTok Global E-Commerce) - 2026 Start (BS/MS) SGD 84K-101KC++ | Data Mining | Data Modeling | Data Visualization | Data WarehouseEntry-level Full TimeSingapore5h ago
-
Machine Learning Engineer Intern (TikTok Shop Global E-Commerce, Risk Control) - 2026 Start (BS/MS) SGD 70K-81KData pipeline | Fraud Detection | Machine Learning | PyTorch | PythonInternship experienceEntry-level InternshipSingapore5h ago
-
Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Recommendation) - 2026 Start (BS/MS) SGD 84K-91KC plus plus | Click Through Rate | Collaborative Filtering | Conversion Rate | Data MiningCareer growth | Mentorship | Onboarding supportEntry-level Full TimeSingapore5h ago
-
Machine Learning Engineer Intern (TikTok Shop Global E-Commerce, Conversational AI) - 2026 Start (BS/MS) SGD 45K-57KA/B | A/B Testing | B testing | Computer Vision | Cross Lingual DialogueEntry-level InternshipSingapore5h ago
-
Algorithms | C++ | Computer Vision | Data Structures | Deep learningEntry-level Full TimeSingapore5h ago
-
Machine Learning Engineer Intern (TikTok Shop Global E-Commerce, Platform Governance) - 2026 Start (BS/MS) SGD 70K-81KCommunity mining | DGL | Data Mining | Deep learning | Feature ModelingHands-on projects | Internship experienceEntry-level InternshipSingapore5h ago
-
Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Risk Control) - 2026 Start (BS/MS) SGD 84K-110KData Pipelines | Fraud Detection | Machine Learning | PyTorch | PythonEntry-level Full TimeSingapore5h ago
-
Algorithms | C++ | Data Structures | Java | Language ModelsEntry-level Full TimeSingapore5h ago
-
Algorithm Engineer Graduate (TikTok Shop Global E-Commerce, Supply Chain and Logistics) - 2026 Start (BS/MS) SGD 84K-91KAddress Suggestion | Address Verification | Classification | Clustering | Deep learningEntry-level Full TimeSingapore5h ago
-
Algorithm Engineer Graduate (TikTok Shop Global E-Commerce, Supply Chain and Logistics) - 2026 Start (PhD) SGD 84K-91KComputer Vision | Data Mining | Deep learning | Java | Knowledge graphsEntry-level Full TimeSingapore5h ago
-
Algorithms | C++ | Click Through Rate | Click Through Rate Prediction | Conversion RateEntry-level Full TimeSingapore5h ago
-
Advertising Technology | Algorithms | Data Structures | Machine Learning | Multi ScenarioHands-on industry experience | Mentorship | Real-world projectsEntry-level InternshipSingapore5h ago