Machine Learning Engineer Graduate (TikTok Shop Global E-Commerce, Recommendation) - 2026 Start (PhD)
Tasks
- Apply statistics for machine learning
- Build e commerce recommendation algorithms and systems
- Build real-time data pipelines
- Build user interest models
- Deploy scalable machine learning models
- Design and debug supporting tools
- Develop models using deployed software platforms
- Develop predictive models for candidate generation and ranking
- Extract, transform, and load unstructured data
- Identify and resolve model bugs
- Optimize and iterate machine learning models
- Perform feature engineering
- Run experiments to test deployed model performance
Perks/Benefits
- N/A
Skills/Tech-stack
Boosting trees | C plus plus | Collaborative Filtering | Data Pipelines | Data Processing | Deep Neural Networks | Deep learning | Experimentation | Factorization machines | Feature Engineering | Gradient Boosting Trees | Gradient boosting | Information Retrieval | Language Processing | Logistic Regression | Machine Learning | Matrix Factorization | Model Optimization | Natural Language | Natural Language Processing | Neural Networks | PyTorch | Python | Real Time | Real-time Data | Real-time Data Processing | Recommendation Systems | TensorFlow | Unstructured Data | Unstructured Data Processing | Wide and Deep | Word2Vec
Education
Related jobs
-
Alerting | Benchmarking | Cloud infrastructure | Data Pipelines | Distributed SystemsMid-level Full TimeSingapore R8h ago
-
LLM Application Engineer SGD 120K-170KAPI Integration | Agentic Workflows | Backend Development | Distributed Systems | Evaluation FrameworksMid-level Full TimeSingapore R8h ago
-
Staff/Lead LLM Data Scientist (Singapore based) SGD 140K-192KAgent Orchestration | Context Management | Experimentation | Feature Engineering | Language ModelsRelocation assistance | Visa sponsorshipSenior-level Full TimeSingapore9h ago
-
Computer Vision | Deep learning | Hadoop | Language Processing | Machine LearningSenior-level Full TimeSingapore9h ago
-
Entry-level Full Time新加坡19h ago
-
AI Agents | C++ | Classification | Clustering | Cross-modal retrievalEntry-level Full TimeSingapore1d ago
-
Computer Vision | Generative AI | Image Segmentation | Language Models | Language ProcessingEntry-level Full TimeSingapore1d ago
-
Apache Hive | Apache Spark | Big Data | Boosting trees | C++Entry-level Full TimeSingapore1d ago
-
Data Scientist, AI Lab (Manager) SGD 85K-111KData Modeling | Data Visualization | Generative AI | Machine Learning | PythonLearning and professional development | Wellbeing supportMid-level Full TimeSGP-Head Office, Singapore1d ago
-
Associate Senior AI Solutions Officer SGD 120K-170KAI Agents | AWS | Agent Orchestration | Agentic AI | AzureMid-level Full TimeSingapore, Singapore; Singapore,Singapore1d ago
-
Associate, Full Stack Data Engineer SGD 110K-154KAirflow | Amazon EC2 | Amazon EMR | Ansible | CI/CDMid-level Full TimeSingapore, SG, 0189831d ago
-
G05 - Data Scientist SGD 108K-170KAgile | C++ | Computer Vision | Deep learning | Language ProcessingSenior-level Full TimeSingapore2d ago
-
Full Stack Engineer 0807-3 SGD 100K-190K.NET | AI Evaluation | AI Foundry | AI Search | AI orchestrationSenior-level Full TimeSingapore2d ago
-
Machine Learning Intern SGD 60K-60KAI Agents | AWS | Cloud Platforms | Data Analysis | Deep learningMentorship | Startup experienceEntry-level InternshipSingapore2d ago
-
C++ | Dynamic Obstacle Avoidance | Embedded Systems | Footstep planning | Global planningCompetitive compensation | Equity | Open source contributions | Work on Physical RobotsSenior-level Full TimeSingapore2d ago
-
Control Theory | Domain Randomization | Dynamics | Imitation Learning | IsaacGymHigh visibility | Open source opportunities | Short feedback loopsMid-level Full TimeSingapore2d ago
-
C++ | Contact Rich Control | Control Theory | Data collection | DebuggingCompetitive compensation | Equity | Open source contributions | Research focused cultureMid-level Full TimeSingapore R2d ago
-
Forward Deployed Engineer SGD 149K-214K100GbE | C++ | Distributed Systems | Docker | File systemsOn site customer collaboration | Travel opportunitiesSenior-level Full Timesingapore, SG R2d ago
-
Staff Research Engineer, Applied AI, DeepMind SGD 74K-144KAlgorithms | Cloud platform | Data Processing | Data Structures | DebuggingSenior-level Full TimeSingapore3d ago
-
Data Reliability Engineer SGD 141K-141KAWS | Automation | Data ETL | Data Quality | Data ValidationMid-level Full TimeSingapore3d ago
-
AWS | Anomaly Detection | Azure | Classification | ClusteringSenior-level Full TimeSingapore, Singapore4d ago
-
Senior-level Full TimeSingapore, Singapore4d ago
-
.NET | AKS | Agentic AI | Azure DevOps | Azure DevOps CI/CDMid-level Full TimeSingapore, Singapore4d ago
-
Data Analysis | Data Visualization | Data labeling | Excel | Fine TuningOnboarding support | Training opportunitiesEntry-level Full TimeSingapore4d ago
-
Backend Software Engineer Project Intern (Data Platform, Data Management Suite) - 2026 Start SGD 57K-65KApache Kafka | Apache Spark | Distributed Systems | Java | KubernetesEntry-level InternshipSingapore, Singapore4d ago