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Data Science Intern (Research & Technology)

TGS
Houston, TX Intern
POSTED ON 2/5/2025
AVAILABLE BEFORE 5/4/2025

TGS provides scientific data and intelligence to companies active in the energy sector. In addition to a global, extensive and diverse energy data library, TGS offers specialized services such as advanced processing and analytics alongside cloud-based data applications and solutions.

At TGS, we aim to provide deep insights and understanding to support society's evolving energy needs. Across the energy spectrum, we engage our core geoscience expertise to create subsurface insights that empower the energy industry to make the best data-driven decisions.

About the job

As a Data Science Intern, you will collaborate with our Data & Analytics team at our Houston Headquarters location to tackle complex, real-world challenges in subsurface and geoscience data. Working closely with the Lead Data Scientist and team members, you'll implement machine learning workflows, validate data, and develop insights that drive exploration and decision-making. This internship is ideal for individuals passionate about data science, coding, and the energy sector.

Key Responsibilities :

  • Machine Learning & Data Science : Develop, implement, and optimize machine learning algorithms for seismic, well, and production datasets.
  • Data Processing & Validation : Conduct rigorous data validation and preprocessing to ensure high-quality datasets for analysis.
  • Research & Innovation : Perform literature research on emerging trends, algorithms, and methods in machine learning and energy exploration.
  • Visualization & Communication : Create insightful data visualizations, technical presentations, and marketing materials for internal and external stakeholders.
  • Collaboration & Safety : Collaborate with team members while focusing on health, safety, and environmental standards.

Minimum Requirements include :

  • Enrolled in a graduate or advanced undergraduate program in Data Science, Engineering, Computer Science, Applied Math, Physics, Geophysics, Geosciences, or Petroleum Engineering.
  • Strong programming skills in Python (preferred), R, or similar languages.
  • Familiarity with data science libraries such as pandas, scikit-learn, TensorFlow, or PyTorch.
  • Understanding of machine learning principles and algorithms.
  • Preferred Skills and Attributes :

  • Strong mathematical foundation in computational methods and algorithms.
  • Background in geophysical or geological datasets (e.g., seismic, well logs, production data).
  • Ability to write clean, efficient, and well-documented code.
  • Proficiency in tools such as Excel for analysis and PowerPoint for presentations.
  • Exposure to subsurface and energy-related workflows is a plus.
  • Key Program Information :

  • Students will participate in engaging activities and collaborate closely with a dedicated Mentor and Buddy for guidance and support throughout the program.
  • The program spans 12-14 weeks during the summer months, offering flexibility within that range.
  • The majority of opportunities are based at one of our three locations : Houston, TX; Missouri City, TX; or the North Houston Data Center. Limited positions may be available at our global sites, including Oslo, Norway, and Weybridge, United Kingdom. Students interested in U.S.-based positions must be prepared to relocate independently to the Houston, TX area for the duration of the internship.
  • Students are required to arrange their own reliable transportation to and from the job site.
  • The 2025 TGS Summer Internship is a 3-4 month, on-site program designed to provide a specialized project aligned with your skills and interests while offering opportunities to learn from our experienced leaders and colleagues.

    TGS provides competitive salary and benefits.

    This job description is intended to explain the general nature and level of work being performed. It is not intended to be construed as an exhaustive list of all responsibilities, duties, and skills required of personnel so classified.

    TGS is an equal opportunity employer.

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