Machine Learning Engineer, Artificial Intelligence Office - Travel Development Department (TDD)
Rakuten Crimson House, Japan
JPY 5100K-7650K (estimate) Mid-level Full Time
Tasks
- Build and deploy machine learning models via APIs
- Collaborate with data engineers and front-end engineers
- Create machine learning model specifications
- Define project requirements with business stakeholders
- Design and execute experiments
- Evaluate experimental results using statistical tests
- Run AB tests
- Run bandit optimizations
Perks/Benefits
- N/A
Skills/Tech-stack
AB Testing | Attention Mechanism | Bandit Algorithms | Bayesian statistics | Deep learning | GPU Training | Gradient descent | Hypothesis Testing | Image Processing | Interleaving Algorithms | Language Processing | Machine Learning | Natural Language | Natural Language Processing | Optimal transport | PyTorch | Python | Sinkhorn Algorithm | Statistical Hypothesis Testing | Stochastic gradient descent | TensorFlow | Transformer | Wasserstein Distance
Education
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