Data Scientist (Operations Digital Twin)
- Джерело:
- djinni.co
Що робити
- Develop and implement time series forecasting models for resource planning (demand, capacity, couriers, delivery slots, operational load);
- Build regression and machine learning models to explain key drivers and support operational decisions;
- Apply a wide range of time series approaches from classical models (SARIMA, ETS, Prophet) and ML models (GB) to modern Deep Learning models (LSTM, Temporal CNNs, Transformers for TS);
- Design, build, and maintain end-to-end automated ML pipelines, deploy and operate models in production using AWS SageMaker;
- Orchestrate training and inference workflows with Apache Airflow;
Що очікуємо
- Bachelor’s Degree in Mathematics / Engineering / Computer Sciences / Quantitative Economics / Econometrics;
- Strong mathematical background in Linear algebra, Probability, Statistics & Optimization Techniques;
- At least 2 years working experience on Data Science;
- Experience of the full cycle of model implementation (data collection, model training and evaluation, model deployment and monitoring);
- Ability to work independently, proactively, and to decompose complex problems into actionable tasks.
Що пропонуємо
- Hands-on experience with AWS SageMaker (training jobs, endpoints, model registry);
- Experience with Apache Airflow for data and ML workflow orchestration;
- Knowledge of Reporting and Business Intelligence Software (Power BI, Tableau);
- Experience working with large-scale production data systems.
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