Data Scientist/ ML Engineer DEREKNET LLC, Atyrau 500K - 1000K KZT fulltime&remote Solutions for the oil and gas industry that optimize production of oil and gas fields. Derek Suite platform tracks multiphase flows in the system, represents a field mathematical twins and gives recommendations to the engineers on actions that allow achieving optimal operation of the entire field What you will do - Analyze oil and gas production data using data analytics tools to identify noise and corrupted data, process bottlenecks and other related data challenges. - Develop machine learning, physics-based and hybrid algorithms that model oil and gas production phenomena accurately and efficiently. - Develop optimization-based solution to optimize field production using numerical solvers - Communicate with the team leaders and clients with regards to the problem definition, model performance and achieved results. - Prepare new algorithms for deployment and support deployment to production - Monitor algorithms metrics, statistics and performance Job Requirements - BA/MS/PhD degree in Engineering, Computer Science, Physics, Math or similar - Over 2 years of work experience in Data Science and Python - Solid understanding of anomaly detection and signals processing and analysis - Practical knowledge in Scikit, XGBoost/LightGBM, PyTorch, Keras - Experience in building machine learning pipelines Nice to have Experience in working with time series data Experience in data science applications in oil and gas or similar industries Drop a line to: [email protected], [email protected]