Machine Learning Geoscientist (AI/ML)
Мэтч & Сопровод
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Описание вакансии
TL;DR
Machine Learning Geoscientist (AI/ML): Applying cutting-edge machine learning to subsurface geoscience challenges with an accent on designing and implementing AI/ML algorithms to automate and enhance geological interpretation. Focus on improving geological realism in subsurface models and validating predictive models using real-world scenarios.
Location: Abingdon, England, United Kingdom
Salary: Compensation is competitive and commensurate with experience.
Company
is one of the world’s largest providers of products and services to the global energy industry.
What you will do
- Apply theories, principles, and practices to the research and development of new products and processes.
- Perform research and experimentation under technology leadership.
- Design and implement AI/ML algorithms to automate and enhance geological interpretation.
- Develop AI/ML algorithms to improve geological realism in subsurface models.
- Validate predictive models using blind test datasets and real-world scenarios.
- Collaborate with colleagues from multiple disciplines and stay current with AI/ML and geoscience advancements.
Requirements
- Honors degree (2:1 or above) and postgraduate qualification in geoscience.
- Minimum of 4 years related work experience, or completion of a PhD.
- In-depth understanding of specific geoscience domains (e.g., stratigraphy, sedimentology, petroleum geology).
- Experience working with subsurface datasets (e.g., wireline, seismic, biostratigraphy).
- Strong python programming skills and experience with ML frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
- Excellent communication and teamwork skills in a collaborative R&D environment.
Nice to have
- PhD in geoscience.
- Proven application of AI/ML in geoscience projects.
- Experience in the energy sector.
Culture & Benefits
- is an Equal Opportunity Employer, committed to diversity and inclusion.
- Invests in employees' development and career growth.
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