Data Scientist — time-series forecasting
HIRETOP
- Формат:
- повний remote
- Зарплата:
- $4 500 - $5 500 на місяць
- Джерело:
- jobs.dou.ua
Що робити
- Design, build, and validate time-series forecasting models for facility load, market demand, and electricity price signals
- Select and tune appropriate modeling approaches (statistical, ML, and deep learning) based on the forecasting horizon, data availability, and accuracy requirements
- Develop and maintain ML pipelines on the Databricks platform using PySpark, MLflow, and Delta Lake
- Partner with domain experts to incorporate market structures, tariff rules, and grid dynamics into model features and evaluation frameworks
- Communicate model performance, assumptions, and limitations to both technical and non-technical stakeholders
Що очікуємо
- 3+ years of experience in Machine Learning or Data Science
- Hands-on experience with time series forecasting models
- Experience working with Databricks, including PySpark, MLflow, and Delta Lake
- Strong knowledge of statistical, machine learning, and deep learning techniques
- Experience with Python and data processing frameworks
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