#DataScientist #DataScientistvacancy #vacancy #MachineLearningEngineer
❇️ Data Scientist ❇️ | Company Top Selection
🔥 We are looking for a **Data Scientist ** for a project-based employment **
Grade: Senior
Rate: from 240K to 264K
Citizenship/Location: RF
Workload: full-time
Term: long-term
Employment: only individual entrepreneur 📌 (not employment contract, not labor code)
✅ Mandatory requirements
- Confirmed experience as a Data Scientist or Machine Learning Engineer for at least 4-5 years
- Ability to translate business needs into technical requirements and correctly set ML tasks;
- Practical experience of the full cycle of working with ML models: from training and validation to integration into the inference pipeline;
- Confident command of Python and understanding of object-oriented programming principles;
- Skill in assessing data quality and completeness, as well as designing and implementing data preparation pipelines;
- Experience in solving machine learning tasks on time series data (forecasting, classification, clustering, anomaly detection);
- Practical skills in working with PySpark, Pandas, and SQL;
- Knowledge and application of ML libraries and frameworks: LightGBM, CatBoost, XGBoost, TensorFlow, PyTorch, SciKit-Learn, Optuna;
- Experience using MLflow and Docker tools in production tasks.
Additional requirements
- Practical skills in working with the Yandex Cloud platform;
- Experience in operating and configuring Apache Airflow and Kubernetes in real projects.
📝 Project tasks
- Identifying business needs, analyzing business processes, and formulating requirements for the ML system;
- Collecting data from various sources, assessing their quality and completeness;
- Formulating and verifying ML hypotheses;
- Building data processing pipelines, training and evaluating ML models, integrating models into inference pipelines;
- Presenting and defending the obtained results.
The project is aimed at optimizing production processes and the finished product delivery system.
