Data Scientist - Time Series Forecasting
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About the Company
This company engages in the exploration, production, transportation, and sale of crude oil and natural gas. It operates through the following segments: Upstream, Downstream, and Corporate. The Upstream segment includes crude oil, natural gas and natural gas liquids exploration, field development, and production. The Downstream segment focuses on refining, logistics, power generation, and the marketing of crude oil, petroleum and petrochemical products, and related services to international and domestic customers. The Corporate segment offers supporting services including human resources, finance, and information technology. The company was founded on May 29, 1933 and is headquartered in Dhahran, Saudi Arabia.
Job Summary
We are currently seeking a Data Scientist to join the Digital Coordination Group (DCG) in Dhahran, Saudi Arabia, under the Vice President of Sales, Trading, and Supply Planning (ST&SP) Administration Area. The DCG is a dedicated team responsible for designing and deploying Advanced Analytics solutions to enhance business insights and decision-making across various departments within the ST&SP Administration Area. This includes the implementation of AI-powered solutions that leverage the latest technological advancements in Artificial Intelligence (AI) and analytics to create significant business value throughout the value chain. As a center of excellence in This company for AI technologies and data science, the DCG plays a crucial role in driving innovation and optimizing business processes.
Responsibilities:
- 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 to apply to data sets.
- Use predictive modeling to increase and optimize production facilities, revenue generation, and other targeted outcomes.
- Develop testing mechanisms and test model quality and validate hypotheses accordingly.
- Coordinate with different functional teams to implement models and monitor outcomes.
- Develop necessary documentation as per established standards.
Requirements:
- 5+ years of experience in building time series forecasting models.
- A strong expertise in data collection, cleaning, preprocessing, and wrangling.
- Strong fluency 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.
geo
in Kuwait , Capital city
number of positions
1 Jobs available, apply now
job type
FULL TIME
experience years
Entry level
Jobs in Kuwait
