Senior Drilling Analytics Scientist

Patterson-UTI Drilling Company, LLC; Houston (TX); Presencial; USD 120 000 - 190 000; Tempo integral

Resumo da oferta

Patterson-UTI Drilling Company, LLC is seeking a Senior Data Scientist to own analytics projects from initial stakeholder conversations through final presentations. You will mentor junior teammates and occasionally spend time on rigs to test new technology and gain operational context.

This applied research role emphasizes Python and time-series analysis to create models for emissions, drilling efficiency, monitoring, and predictive maintenance, with the goal of delivering actionable insights to

Qualificações

• Bachelor's degree in Engineering, Physics, Computer Science or related field.
• 5 years of experience applying data science techniques specifically to industrial operational data (Oil and Gas, chemicals, manufacturing).
• 3 years of experience in Python for data analysis and visualization (including Jupyter Notebooks, Pandas, Numpy, Matplotlib).
• 3 years of experience using scikit-learn or equivalent software.
• 3 years of experience analyzing time series data.
• 3 years of experience using SQL for data extraction and manipulation.
• 1 year of experience using Git for code management.

Responsabilidades

• Mentor and coach other data scientists and analysts.
• Execute as an individual contributor multiple analytics projects of varying complexity and data sources (1 week to 3 months).
• Become the subject matter expert on projects, including visiting rigs to better understand drilling operations.
• Maintain standards on code quality and code management.
• Be the focal point for analytics: communicate with stakeholders, gather requirements, and deliver analytics solutions that add business value.
• Assist with developing and improving data analytics applications and visualizations, including developing requirements and working with developers.
• Independently manage and execute above projects from start-to-finish, including data acquisition, cleaning, analysis, visualization, and presenting results.
• Identify opportunities for more advanced data science solutions.

Conhecimentos

Python

Time-series analysis

SQL

Git

Jupyter Notebooks

Pandas

Numpy

Matplotlib

scikit-learn

Oil and gas analytics

Formação académica

Bachelor's degree in Engineering, Physics, Computer Science or related field

Master's degree or higher in Engineering, Physics, Computer Science or related field

Ferramentas

PowerBI

Jupyter Notebooks

Descrição da oferta de emprego

Patterson-UTI Drilling Company, LLC is seeking a Senior Data Scientist to own analytics projects from initial stakeholder conversations through final presentations. You will mentor junior teammates and occasionally spend time on rigs to test new technology and gain operational context.

This applied research role emphasizes Python and time-series analysis to create models for emissions, drilling efficiency, monitoring, and predictive maintenance, with the goal of delivering actionable insights to