Role overview
You are a Data Scientist who bridges the worlds of advanced AI/ML and subsurface domain expertise. You possess strong Python capabilities combined with a deep understanding of Oil & Gas subsurface and wells challenges. Your passion lies in translating complex geoscience problems into elegant data science solutions that drive measurable business impact.
You thrive at the intersection of data science, subsurface domain knowledge, and digital platforms (including OSDU). You naturally build trust and collaborate with geoscientists, wells engineers, and data engineers, speaking both their technical language and yours.
What we're looking for
- Intellectually curious: You ask "why" and "what if," constantly exploring new techniques while grounded in business value
- Pragmatic problem-solver: You balance theoretical elegance with practical impact, shipping solutions that work
- Domain learner: You invest time understanding the geology, physics, and engineering behind the data
- Value-driven: You measure success by business outcomes, not model accuracy alone
- Quality-focused: You take pride in robust, reproducible, explainable models
Collaboration Style
- Bridge builder: You connect technical and domain worlds, translating between data science and subsurface languages
- Team multiplier: You elevate others through knowledge sharing, mentoring, and collaborative problem-solving
- Clear communicator: You explain complex AI concepts to diverse audiences—from engineers to executives
- Trusted partner: You build credibility through delivery, transparency, and domain respect
Growth Orientation
- Continuous learner: You stay current with evolving AI/ML techniques and industry trends
- Feedback seeker: You actively seek input from domain experts and stakeholders to improve models
- Responsible AI advocate: You champion ethical, explainable, and governed AI practices
Differentiators That Set You Apart
- Experience with enterprise subsurface programs (Shell, major operators) or OSDU implementations
- Hands-on MLOps expertise: CI/CD for models, production deployment, monitoring at scale
- Advanced techniques: physics-informed ML, optimization, hybrid modelling combining data-driven and mechanistic approaches
- Leadership in responsible AI and model governance frameworks
Why CGI?
CGI is one of the world’s largest IT consulting companies. In the Netherlands, we work on impactful projects for, among others, governments, banks, and organizations in infrastructure, energy, and industry—projects that affect the daily lives of millions of people. We combine local involvement with global expertise and work in small, self-managing teams where diversity and inclusion are central. We look forward to your contribution to our team.
What we offer you
At CGI, we combine challenging projects with excellent employment conditions:
Join our team of experts and apply now!
We will contact you as soon as possible.
Do you have questions about the role? Contact Faisel Kioe A Sen, Director Consulting Services, at faisel.kioe.a.sen@cgi.com.
For questions about the application process, you can contact Nick Damen, Recruitment Business Partner, at nick.damen@cgi.com.
We do not work with external recruitment agencies. Unsolicited acquisition is therefore not appreciated.
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