Posted: Jul 21, 2021
Posted: Jul 21, 2021
Skills: IT - Analysis & Management
Experience: 5 + Years
Location: Saudi Arabia
Saudi Aramco is seeking an experienced Digital Data Scientist specializing in time series forecasting to join the Digital Transformation AI & Analytics organization (DT AI&A).
The Digital Transformation AI & Analytics organization (DT AI&I) is responsible for providing AI-powered solutions to various business functions within Aramco. The solutions leverage the latest technological advancements of Artificial Intelligence (AI) and analytics to create business values across the value chain. The DT AI&A organization will be a center of excellence in Saudi Aramco for Artificial Intelligence technologies and data science.
The digital data scientist primary role is to work closely with business functions, stakeholders, functional teams to give consultations on AI use case, identify potential value from data, formulate AI and data science ideas and conceptualize them. In addition, to building, evaluating and productionalizing models as appropriate.
As the successful candidate you will hold a Master's degree in in data science, computer science, computer vision, applied mathematics or a related field from a recognized and approved program. A PhD degree is preferred.
You must have at least 5 years of experience in building time series forecasting models.
Having very strong expertise in data collection, cleaning, preprocessing, and wrangling is a requirement.
You must be fluent in either R or Python, preferably both, and familiarity with golang is a plus.
Proficiency in visualization tools and packages; and in communicating data science topics to non-technical audience is a requirement.
Experience in time series forecasting models and in using technologies like LSTMs, Prophet, and time series analysis is a requirement.
Proficiency in using sklearn pandas, numpy, plotly, seaborn, and relevant R libraries if R is their preferred language is necessary.
Duties & Responsibilities:
You will be required to perform the following:
Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business solutions
Mine and analyze data from company data sources to drive optimization and improvement of product development, and business strategies.
Assess the effectiveness and accuracy of new data sources and data gathering techniques.
Develop custom data models and algorithms as needed and appropriate to address problems at hand
Use predictive modeling and time series forecasting to increase and optimize production facilities, revenue generation, and other targeted outcomes.
Develop A/B testing mechanisms and test model quality and value, and validate hypothesis accordingly.
Coordinate with different functional teams to implement models and monitor outcomes.
Develop necessary documentation as per established standards.
The Engineering & Project Management (E&PM) business line studies, plans and oversees the construction of the Company's new facilities, including some of the biggest and most complex projects in the petroleum industry. Recently, Saudi Aramco completed the largest capital program in its history that included new or expanded oil, gas and petrochemical facilities, raising maximum sustainable crude oil production capacity to 12 million barrels per day and significantly increasing gas production and processing capacities. Among the recently completed projects was the largest crude oil increment in the history of the industry: Khurais, with a production capacity of 1.2 million barrels per day. More challenges lie ahead, with a slate of new or expanded oil, gas, refining and petrochemical projects in the works. E&PM also manages the Company's Research & Development Center where scientists investigate topics such as the desulfurization of crude oil, advanced fuel formulations for next generation combustion engines, and reservoir nano-scale robots (Resbots™) for injection into reservoirs to record their properties.
Every day, our multinational team of more than 70,000 people combines passion, purpose, and performance to achieve a common objective: unlocking the full potential of the Kingdom’s resources to create more value for our company and more opportunities for people at home and around the globe.
Join us at Saudi Aramco.