Machine Learning Engineer - Recommendation Department, AI & Data Division
Rakuten Crimson House, Japan
JPY 8250K-11800K (estimate) Mid-level Full Time
Tasks
- Build ML pipelines
- Conduct A/B testing
- Create and manage features
- Deploy models for batch and real-time inference
- Implement model and feature monitoring
- Perform incident response and backfills
- Support CI/CD for ML
- Train and evaluate models
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | B testing | Batch inference | CI/CD | Data Pipelines | Experimentation | Feature Engineering | Feature Monitoring | MLOps | Machine Learning | Model Evaluation | Model Monitoring | Model Registry | Model Training | Production Inference | PyTorch | Python | Real Time | Real-time Inference | SQL | Scikit-learn | Spark
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
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