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
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