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ExxonMobil Corporation
Data Scientist - Time Series ForecastingExxonMobil Corporation • Kuala Lumpur, MY
Data Scientist - Time Series Forecasting

Data Scientist - Time Series Forecasting

ExxonMobil Corporation • Kuala Lumpur, MY
30+ hari lalu
Penerangan pekerjaan

What you will do

  • Demonstrate industry leadership at conferences or via publications/patents (when applicable)
  • Develop level of expertise in specific technical discipline to be recognized as future leading global expert
  • Supports discovery, development and deployment activities for the focused technology area consistent with the Technology Portfolio strategic vision and business partner goals
  • Proactively engages with Principal Engineers to deploy (implement) technology within their specific technical discipline, consistent with site needs / opportunities
  • Develop, deploy and act as the single point of contact for specific data science problems across multiple domains, technology support, uptake and value generation.
  • Develop and evaluate new models using Timeseries forecasting techniques using python and/or integrating 3rd party tools with EM data/platforms
  • Support development and execution of AI strategy consistent with the overall discipline vision and ensure alignment with business objectives
  • Assist in developing and delivering technical training content
  • Understand technology sustainment workflow and enhancements requests and develop new model/features and testing plan.

About you

Skills and Qualifications

  • PhD degree in Data Science, Computer Science, IT, Applied Mathematics, Statistics, Engineering, or related disciplines with a minimum GPA of (out of
  • At least 3 years of experiences of specialization in time series forecasting, in either research with publications, academics or industrial collaboration related to forecasting use cases
  • Experience in developing, applying, and validating data-driven tools to model complex systems.
  • Knowledge and practical experience in statistical analysis techniques (, classification, regression, time-series, Bayesian techniques) and machine learning techniques (, decision trees, ensemble methods, deep learning, neural networks, validation methods).
  • Conceptual and mathematical understanding of algorithms, models, model assessment techniques, solution development and explainable AI.
  • Proficiency in Python, including packages such as NumPy, pandas, scikit-learn, Keras, TensorFlow, and PyTorch.
  • Familiarity with software testing and development practices (Agile).

Nice to have

  • Supply chain, trading or commercial experience encompassing pricing, demand forecasting, and end-to-end value chain optimization are preferred.
  • Prior experience in software development or working in software teams.
  • Strong communication and interpersonal skills, with the ability to work collaboratively in a global team environment.
  • Excellent problem-solving skills and attention to detail.

Your Benefits:

We are committed to providing benefits that are competitive and support the needs of our employees.

Application Process

Please be informed that only shortlisted candidates will be notified, and you can find out more about our hiring process .

For more information about business solicitation and recruiting scams, please click .

We thank you for your interest in ExxonMobil.

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Equal Opportunity Employer

Buat amaran kerja untuk carian ini

Data Scientist - Time Series Forecasting • Kuala Lumpur, MY

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