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
-
AI Customer Engineer, Telecommunications, Google Cloud SGD 160K-220KAI Agent Development Kit | Agent Development Kit | As-a-Service | Audit Logging | Cloud NetworkingConference participation | Travel opportunitiesSenior-level Full TimeSingapore9h ago
-
Data Engineer, ANZSA SGD 150K-210KAPI Integration | Amazon Redshift | CI/CD | Data Governance | Data ModelingMid-level Full TimeSingapore12h ago
-
Lead Software Engineer, Perception (Robotics) SGD 155K-238K3D Perception | C++ | Camera | Camera Calibration | Cause analysisBirthday leave | FlexWork | Insurance | Medical insurance | Parental leaveSenior-level Full TimeSingapore, Singapore15h ago
-
Mid-level Full TimeSingapore1d ago
-
Software Engineer, Machine Learning SGD 74K-74KBias Mitigation | Data Structures | Ethical AI | Graph theory | IndexingSenior-level Full TimeSingapore1d ago
-
Senior LLM Inference Performance & Evaluation Engineer TWD 1700K-2300KBenchmarking | CI/CD | Concurrency | Dashboards | GPU UtilizationDevelopment opportunities | Inclusive environment | Mentoring | Training opportunitiesSenior-level Full TimeSingapore, SG / Penang, MY / …1d ago
-
Senior Inference Runtime Engineer TWD 1900K-2500KCUDA | CUDA profiling | Continuous batching | Distributed inference | GPU Memory OptimizationFlexible work culture | Inclusive environment | Training and mentoringSenior-level Full TimeSingapore, SG / Penang, MY / …1d ago
-
Cloud Storage Engineer TWD 1700K-2500KBeeGFS | CI/CD | Caching | Capacity Planning | CephAutonomy | Fast growth learning opportunities | Inclusive environment | Training and mentoring | Welfare benefitsSenior-level Full TimeSingapore, SG / Penang, MY / …1d ago
-
Machine Learning & Data Engineering Intern SGD 36K-48KC++ | Data Modeling | Data analytics | Machine Learning | PythonCommunity volunteer opportunities | Gym access | On site recreation facilities | Yoga classes | Zumba classesEntry-level InternshipShugart, SG1d ago
-
32-bit | 32-bit microcontrollers | ARM | Agile | Automated testingFlexible work practices | Learning opportunities | Self-development timeMid-level ContractSingapore, SG1d ago
-
AI Integration Engineer SGD 60K-108KAPI Key | Audit Logging | BACnet | Code Integration | EncryptionFlexible working arrangements | Professional developmentMid-level Full TimeSJ Campus, Singapore1d ago
-
Domain Randomization | Imitation Learning | IsaacGym | IsaacLab | JAXFast feedback cycles | High impact work on real robots | Open source contributionsMid-level Full TimeSingapore2d ago
-
C++ | Localization | Mapping | Motion Planning | NavigationCompetitive compensation | EquitySenior-level Full TimeSingapore2d ago
-
Autonomy | C++ | Contact Rich Control | Control Theory | Data collectionCompetitive compensation | Equity | Open source contributionsMid-level Full TimeSingapore2d ago
-
AI Engineer (GenAI / RAG / LangGraph / Python) SGD 74K-74KAgent systems | Anthropic Claude | Azure OpenAI | CI/CD | ChromaSenior-level Contract Full TimeSingapore, Singapore, Singapore2d ago
-
Classifier Modeling | Data Mining | Data Structures | Data Structures and Algorithms | Machine LearningSenior-level Full TimeSingapore3d ago
-
Tech Expert/Backend Engineer - Global Live (LLM) SGD 150K-190KAmazon RDS | Big Data | C++ | Golang | JavaSenior-level Full TimeSingapore3d ago
-
C++ | Cloud Computing | Data Modeling | Data Pipelines | ETLSenior-level Full TimeSingapore3d ago
-
Senior Databricks Consulting Engineer SGD 175K-221KAWS | Apache Kafka | Apache Spark | Azure | Cloud ArchitectureContinuous learning and certification support | Remote friendly working environmentSenior-level Full TimeSingapore4d ago
-
APIs | Azure | Azure Data | Azure Data Explorer | Azure DevOpsOnsite workMid-level Full TimeSingapore, Singapore4d ago
-
.NET | AKS | API Integration | Agent Orchestration | Agent systemsSenior-level Full TimeSingapore, Singapore4d ago
-
AWS | Anomaly Detection | Anomaly detection models | Azure | ClassificationSenior-level Full TimeSingapore, Singapore4d ago
-
Senior-level Full TimeSingapore, Singapore4d ago
-
Senior AI Engineer USD 200K-300KCost Optimization | Fine Tuning | GPU Monitoring | GPU scheduling | Hugging FaceDental insurance | Dependent care options | Flexible spending account | Flexible vacation | Group term life insuranceSenior-level Full TimeChicago; Hong Kong; London; New York; …4d ago
-
Software Engineering, Machine Learning SGD 74K-74KArtificial Intelligence | C# | C++ | Code review | Data MiningSenior-level Full TimeSingapore4d ago