Thi Thu Ha Pham

Develop a Data Science platform to solve complex problems in the oil industry (production forecasting, new well site selection, etc.)

Role and responsibility:

● Participate in defining technical specifications and product development plans

● Coordinate with all development teams and monitor progress

● Participate in the analysis, design, and implementation of solutions for clients and business partners

● Research, apply algorithms, and develop new features for the product

● Optimize Machine Learning models using business knowledge-based methodologies

● Propose and implement well location mapping on the platform

● Configuration and administration of the Dataiku DSS tool (user and group creation, permission management)

Oil production forecasting and production field optimization

Role and responsibility:

● Perform data preprocessing using Python recipes and Dataiku visual tools (preparation: clean data and create indicators for machine learning models; join: combine different datasets; filtering: filter data by geographic layer, etc.)

● Create predictive models for oil, gas, and water production

● Optimize the production field by executing predictions with different scenarios