Geoscience Specialist
Core
Develop novel geoscience research and AI/ML methods to solve subsurface challenges, improving geological interpretation, reservoir understanding, and subsurface modelling.
Role type
Research-focused geoscience specialist (AI/ML implementation)
Builds
Novel subsurface workflows and prototype solutions for geological interpretation and reservoir modelling
Domain
Energy industry, subsurface geoscience, AI/ML
Deliverable
production ML models
Required skills
Geoscience expertise (stratigraphy, sedimentology, petroleum geology), Python programming, scientific and machine learning libraries, AI/ML implementation, model validation
Preferred skills
PhD in geoscience, prior AI/ML application to geoscience, experience with subsurface datasets (wireline logs, seismic, reservoir models), energy-sector software experience, geological process modelling
Technologies
Python, scientific libraries, machine learning libraries
Responsibilities
Design and implement AI/ML methods for subsurface interpretation and modelling; validate predictive models using blind tests and real-world datasets; collaborate with geoscientists and product teams to translate research into practical workflows; contribute to technical publications and patent disclosures
Seniority
Experienced Hire, hands-on IC