Should be from oil & gas or petrochemical industry
Responsibilities:
Expertise in machine learning, supervised and unsupervised: Forecasting, Classification, Decision Trees, Adaptive Decision Algorithms, Random Forest, Neural Networks, Deep Learning Algorithms and Reinforcement Learning
Experience in statistical modelling: Predictive Prescriptive Analytics, Regression, Time Series, Dynamic / Causal Model, Statistical Learning
Experience working with big data - identifying trends, patterns, and outliers in large volumes of data.
Excellent scripting and programming skills with Python
Experience with SQL, relational databases and data warehouse
Experience in major machine learning frameworks such as Pytorch, Scikit-Learn, Tensorflow, Pandas, SparkML etc.
Strong theoretical and practical knowledge of some or most Deep Learning techniques across Recurrent Neural Networks, Convolutional Neural Networks etc.