Senior Machine Learning Engineer, Credit ML - Merpay
Minato City, Tokyo, Japan
JPY 8600K-9700K (estimate) Senior-level Full Time
Tasks
- Build inference pipeline
- Build tabular ML models
- Build training pipeline
- Design SLOs
- Design evaluation metrics
- Detect model performance degradation
- Develop credit models
- Develop next generation credit models
- Ensure reproducibility
- Identify business issues
- Implement model quality assurance
- Improve credit models
- Lead stakeholder collaboration
- Make modeling strategy decisions
- Manage experiments
- Monitor model drift
- Operate credit models
- Perform feature engineering
- Provide technical mentoring
- Respond to model incidents
Perks/Benefits
- N/A
Skills/Tech-stack
Alerting | Data Drift | Data Drift Detection | Drift Detection | Experiment Management | Feature Engineering | Inference Pipelines | LightGBM | MLOps | Machine Learning | Model Monitoring | Model Quality | Model quality assurance | PyTorch | Quality Assurance | SLO | SQL | Scikit-learn | Training pipelines
Education
N/A
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