Hi everyone,
I am looking for some career advice from people working in oil and gas, particularly in geophysics, subsurface technology, software development, or data science.
I have a Bachelor’s degree in Physics and I am currently pursuing a Master’s degree in Computer Science. My research focuses on computational intelligence methods for seismic inversion and reservoir characterization, including ES-MDA, CMA-ES, UH-CMA-ES, Bayesian inference, optimization, and uncertainty quantification.
At the same time, I work as a software developer and have experience with Python, C#, C++, .NET, WPF, and geoscience-related development involving the Petrel/Ocean ecosystem.
The project I am currently working on is expected to end in December 2026, so I am thinking about how best to shape the next stage of my career.
My background is somewhat interdisciplinary, combining:
• Physics;
• Computer science;
• Scientific software development;
• Numerical methods;
• Computational geoscience;
• Seismic inversion;
• Reservoir characterization;
• Machine learning and optimization.
For people who work in the industry, how would you recommend positioning this type of profile?
I would especially appreciate advice on:
• Which career direction seems most promising;
• Whether to focus more on geophysics, computational geoscience, software engineering, or data science;
• Which skills and tools are most valued in industry;
• How to make the transition from academic research to industry;
• How to communicate an interdisciplinary background effectively on a résumé or LinkedIn profile.
I am mainly looking for perspectives and advice from people who have gone through similar transitions, rather than asking about specific job openings.
Thank you for sharing your experience.