Power ML Engineer
Tasks
- Adapt existing models to Japanese market
- Apply time series feature engineering and normalization
- Build monitoring alerting dashboards
- Collaborate on product roadmap
- Develop power market forecasting models
- Implement model training evaluation backtesting tuning and selection
- Integrate commodity market signals into forecasts
- Optimize API performance for data delivery
- Version machine learning models and features
Perks/Benefits
- N/A
Skills/Tech-stack
API performance | API performance optimization | AWS | Agile | Airflow | Backtesting | Caching | Data Science | Database Design | Datadog | Deep learning | Docker | FastAPI | Feature Engineering | Git | Grafana | Hyperparameter Tuning | Kubernetes | MLflow | Machine Learning | Model Evaluation | NoSQL | Normalization | Performance optimization | PostgreSQL | Python | REST APIs | Terraform | Time Series
Education
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