Machine Learning Engineer (Recommendation), TikTok e-Commerce
Tasks
- Apply statistics and programming for production systems
- Build data pipelines for realtime unstructured data
- Build recommendation systems
- Deploy scalable machine learning models
- Develop e commerce models and algorithms
- Mine and analyze data to improve recommendations
- Optimize e-commerce recommendation models
- Research recommendation algorithms and strategies
- Resolve model deployment issues
- Run experiments to evaluate deployed models
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | Data Analysis | Data Mining | Data Pipelines | Data Processing | Deep learning | Experimentation | Machine Learning | Model Deployment | Multi-task Learning | PyTorch | Python | Real Time | Real-time Data | Real-time Data Processing | Recommendation Systems | SQL | Statistics | TensorFlow | Transfer Learning
Education
Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
Related jobs
-
Machine Learning Engineer, TikTok BRIC ( Singapore ) SGD 108K-185KAnti-abuse | Automated Risk Systems | Data labeling | Feature Engineering | Fraud DetectionSenior-level Full TimeSingapore, Singapore4h ago
-
Data Mining | Deep learning | Feature Engineering | Language Processing | Machine LearningSenior-level Full TimeSingapore, Singapore4h ago
-
Batch Processing | Data Architecture | Distributed Systems | Java | PythonSenior-level Full TimeSingapore, Singapore4h ago
-
Information Retrieval | Language Processing | Machine Learning | Multimodal | Natural LanguageEntry-level Full TimeSingapore, Singapore4h ago
-
Machine Learning Research Scientist - Business Integrity SGD 110K-165KComputer Vision | GPT | Generative AI | Language Processing | Machine LearningMid-level Full TimeSingapore, Singapore4h ago
-
Batch Processing | Computing infrastructure | Data Architecture | Data Storage | Distributed SystemsSenior-level Full TimeSingapore, Singapore4h ago
-
Machine Learning Engineer - TikTok BRIC - Singapore SGD 108K-150KAnomaly Detection | Data labeling | Feature Engineering | Fraud Detection | Machine LearningEntry-level Full TimeSingapore, Singapore4h ago
-
Computer networks | Data Pipelines | Distributed Systems | High Availability | High PerformanceSenior-level Full TimeSingapore, Singapore4h ago
-
Data Mining | Data Pipelines | Data Processing | Deep learning | ETLSenior-level Full TimeSingapore, Singapore4h ago
-
Generative AI | Information Retrieval | Language Models | Large Language Models | Machine LearningSenior-level Full TimeSingapore, Singapore4h ago
-
Big Data Engineer - TikTok Recommendation Architecture SGD 160K-200KBig Data | Computing systems | Data Mining | Data Modeling | Data analyticsRight to work in Singapore required | Visa sponsorship not requiredSenior-level Full TimeSingapore, Singapore4h ago
-
Big Data Engineer - TikTok SGD 108K-150KApache Spark | Batch Processing | Dashboarding | Data Mining | Data ModelingSenior-level Full TimeSingapore, Singapore4h ago
-
Apache Hadoop | Apache Spark | Computing systems | Data Mining | Data ModelingSenior-level Full TimeSingapore, Singapore4h ago
-
Algorithm Optimization | LLM Engineering | Language Models | Language Processing | Large Language ModelsSenior-level Full TimeSingapore, Singapore4h ago
-
Big Data | Computing systems | Data Architecture | Data Mining | Data ModelingSenior-level Full TimeSingapore, Singapore4h ago
-
Big Data | Data Governance | Data integration | Distributed Systems | JavaEntry-level Full TimeSingapore, Singapore4h ago
-
Data Mining | Data Modeling | Distributed Systems | Hadoop | JavaSenior-level Full TimeSingapore, Singapore4h ago
-
Machine Learning Engineer - TikTok E-Commerce SGD 110K-152KData Analysis | Data Pipelines | Data Processing | Data Transformation | Data loadingEntry-level Full TimeSingapore, Singapore4h ago
-
Big Data | Distributed Systems | Java | Metadata Management | PythonEntry-level Full TimeSingapore, Singapore4h ago
-
Cloud Computing | Computer networks | Data Engineering | Distributed Systems | High AvailabilitySenior-level Full TimeSingapore, Singapore4h ago
-
A/B | A/B Testing | B testing | Data Analysis | Information RetrievalEntry-level Full TimeSingapore, Singapore4h ago
-
Data Modeling | Data integration | Distributed Systems | Java | LLM AgentsEntry-level Full TimeSingapore, Singapore4h ago
-
Associate, Analytics Engineering SGD 175K-270KAnalytics engineering | CI/CD | Cloud deployment | Containerization | Data EngineeringHybrid work model | Remote days per quarterEntry-level Full TimeSingapore R16h ago
-
Senior Robotics Software Engineer SGD 120K-214KAgile | Bash | Bluetooth | Boost C plus plus | C plus plusAgile team collaboration | Continuous learning | Technical mentorshipSenior-level Full TimeSingapore - St James Power Station …16h ago
-
Robotics Software Engineer SGD 74K-74KC++ | Clean architecture | Computer Vision | Concurrency | Control SystemsSenior-level Full TimeSingapore - St James Power Station …16h ago