Build and deploy data science models for well integrity, pressure-test interpretation, BOP predictive maintenance, annulus pressure monitoring, and barrier assurance. Clean and structure operational data, communicate model results and limitations to engineering and leadership teams, and support real-world drilling and completion decisions. The role requires wells or well integrity engineering experience, practical data science skills, statistics, and demonstrated use of an analytical model in engineering or operational decisions.