Senior/Lead AI/ML Engineer (#5402)
N-iX, Київ, Львів
- Місто:
- Тернопіль
- Формат:
- повний remote
- Рівень:
- senior
- Джерело:
- jobs.dou.ua
Що робити
- Design, develop, and deploy machine learning models for predictive maintenance, anomaly detection, and asset health monitoring.
- Build and maintain production-grade ML pipelines for time-series forecasting and sensor/telemetry data processing.
- Collaborate with Data Engineers and Analytics Engineers on data preparation, feature engineering, and model integration.
- Integrate model outputs, risk scores, and predictive insights into operational dashboards and business applications.
- Establish and maintain MLOps processes, including model deployment, monitoring, retraining, and drift detection.
Що очікуємо
- 5+ years of experience as a Machine Learning Engineer or Data Scientist.
- Strong Python skills and hands-on experience with Pandas, NumPy, Scikit-Learn, SciPy, and related ML libraries.
- Proven experience with time-series forecasting and predictive modeling techniques (ARIMA, Prophet, XGBoost, LSTM/RNN, etc.).
- Experience working with telemetry, IoT, sensor, or equipment performance data.
- Hands-on experience with Azure Machine Learning, Databricks, MLflow, or similar MLOps platforms.
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