> Markdown version of [/jobs/ext/2679790-data-scientist](https://www.wearedevelopers.com/jobs/ext/2679790-data-scientist). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Scientist - **Company:** Insight Global - **Location:** Houston, TX, United States - **Experience:** Experienced - **Salary:** $145,600.0 - $166,400.0 - **Contract:** Permanent contract - **Skills:** Computer Programming, Github, Supervisory Control and Data Acquisition (SCADA), Machine Learning, Machine Learning Operations, Docker - **Published:** September 2, 2026 - **Apply:** https://dejobs.org/x/x/04E442B1154C447F9964B37A632A6387/job/ ## About the Role Bachelor's degree in Petroleum Engineering or related field, or equivalent experience in the Oil and Gas industry as a Data Scientist. Minimum of 2 years of experience as a Data Scientist. Proficiency in Python programming. Proven experience in end-to-end model deployment. Expertise in creating machine learning models. Strong background in statistical modeling using Bayesian inference, particularly with PyMC. Hands-on experience with Docker and Kubernetes for containerization. Knowledge of GitHub actions and advanced CI/CD pipelines. Excellent presentation and communication skills. Experience with oil and gas economic modeling. Familiarity with Aries software for well economics. Experience working with SCADA systems. Background in field engineering. ## Description * Develop and implement sophisticated models to optimize production volumes and drilling processes. * Collaborate with cross-functional teams to integrate data science solutions into operational workflows. * Utilize machine learning and statistical techniques to analyze complex datasets and deliver actionable insights. * Deploy models end-to-end, ensuring robust performance and scalability. * Present findings and recommendations to stakeholders in a clear and compelling manner. ## Related Videos - [Introduction to Azure Machine Learning](https://www.wearedevelopers.com/videos/368-introduction-to-azure-machine-learning) - [Data Science, ML & AI in the Oil and Gas Industry at NDT Global - Dr. Katja Träumner](https://www.wearedevelopers.com/videos/1308-data-science-ml-ai-in-the-oil-and-gas-industry-at-ndt-global-dr-katja-traumner) - [Docker Compose: Rediscovered](https://www.wearedevelopers.com/videos/1978-docker-compose-rediscovered) - [Innovating Developer Tools with AI: Insights from GitHub Next](https://www.wearedevelopers.com/videos/1268-innovating-developer-tools-with-ai-insights-from-github-next) - [Docker build without Docker](https://www.wearedevelopers.com/videos/100114-docker-build-without-docker) - [What non-automotive Machine Learning projects can learn from automotive Machine Learning projects](https://www.wearedevelopers.com/videos/397-what-non-automotive-machine-learning-projects-can-learn-from-automotive-machine-learning-projects) ## Related Articles - [Data Engineer Salary UK](https://www.wearedevelopers.com/magazine/253-data-engineer-salary-uk) - [Highest Paying Tech Companies for Developers](https://www.wearedevelopers.com/magazine/220-highest-paying-tech-companies-for-developers) - [How to Become an AI Engineer](https://www.wearedevelopers.com/magazine/331-how-to-become-an-ai-engineer) - [Data Analyst Salary in the UK](https://www.wearedevelopers.com/magazine/278-data-analyst-salary-in-the-uk) - [Top Big Data Technologies That You Need to Know](https://www.wearedevelopers.com/magazine/108-top-big-data-technologies-that-you-need-to-know) - [Coffee with Developers - Maria Apazoglou - Making AI understandable for all in production](https://www.wearedevelopers.com/magazine/475-coffee-with-developers-maria-apazoglou-making-ai-understandable-for-all-in-production)