KazakhstanKazMunaiGas Digital
Machine Learning Engineer
1 мес. назад
600k–800k USD / monthKazakhstanCISMiddleOnsite
pythonsqlpandasnumpyscikit-learnlightgbmxgboostcatboost
Engineering and technology company in the oil and gas sector is hiring a Machine Learning Engineer to develop and monitor ML models and build data pipelines.
About the company
- Engineering and technology company in the oil and gas sector.
Responsibilities
- Translate business needs into ML tasks and prepare data from multiple sources.
- Develop classification, regression, clustering, ranking, forecasting, and anomaly-detection models.
- Build reproducible data-processing and model-training pipelines.
- Monitor model performance, data quality, and drift.
Requirements
- Bachelor’s or Master’s degree in a relevant technical field
- 3+ years of practical experience in machine learning, data science, or applied analytics
- Strong Python and SQL skills
- Experience with pandas
- NumPy
- scikit-learn
- LightGBM
- XGBoost
- CatBoost
- Matplotlib
- Plotly
Nice to have
- Forecasting
- ranking
- recommendation systems
- anomaly detection
- optimization
- REST APIs
- batch processing
- cloud platforms
- distributed data-processing tools