Halliburton US Houston: Predictive Modeling Data Scientist in Houston, Texas
US Houston: Predictive Modeling Data Scientist
Date: Oct 14, 2016
Location: Houston, TX, US, 77032
We are looking for the right people — people who want to innovate, achieve, grow and lead. We attract and retain the best talent by investing in our employees and empowering them to develop themselves and their careers. Experience the challenges, rewards and opportunity of working for one of the world’s largest providers of products and services to the global energy industry.
About the group:
Production Enhancement encompasses all of Halliburton’s Hydraulic Fracturing and Wellbore Stimulation efforts. Halliburton pioneered hydraulic fracturing technology and revolutionized the oil and gas industry when we executed the first hydraulic fracturing procedure in 1947. Since then, we have remained the industry leader in providing fracturing and stimulation services all over the world. The Applied Sciences R&D team is where it all starts. From technology and process improvement to new product development, this team is the heart of Halliburton’s largest Product Service Line and the very foundation of Halliburton’s position as the industry leader and principal innovator in well stimulation products and services.
Key competency /job responsibility requirements:
Experience with the design and implementation of data governance processes; the assessment and remediation of data quality related issues; working with large and complex enterprise data models and large volumes of data.
Proficient in using data analytics tools to perform queries and analyses and for defining and correlating data, and skilled at utilizing data visualization platforms to organize and present summarizations, predictive analysis, comparative analysis, dashboards and reporting.
Perform data mining and analytics to support ongoing continuous risk monitoring and risk assessments of operational data to recognize patterns and trends, investigate anomalies, and assess internal control environment.
Utilize data analysis by leveraging various statistical techniques, and predictive modeling to drive and identify indicators of risk.
Drive efficiency by automation of manual auditing processes.
Required Basic Qualifications:
Minimum of a Bachelor’s degree with 5 years of direct experience or Masters with 3 years or PhD
Experience writing complex stored procedure and ad-hoc queries
Strong knowledge of at least one of the following technologies: SQL, SAS, Microsoft SQL Server
Experience developing data modeling tools and techniques
Knowledge of data warehouse, database design and data mining techniques
Excellent communication and interpersonal skills required with the ability to present complex and sensitive issues to all levels of senior management.
M.S. in Operations Research or PhD in Statistics, Mathematics, or related field of study
5 years of experience creating predictive models, statistical mathematic techniques, diagnosing data and applying appropriate analytics modeling techniques
Services, Reporting Service, TIBCO-SpotFire
C++, R, Matlab, Python, Distributed Computing
Machine Learning, Times Series, Data Mining, Mathematical, Modeling, Probability and Stochastic Processes, Mathematical Optimization, Simulation, Algorithm Design
Predictive modeling experience
Working knowledge of the oil and gas industry and terminology
Candidates having qualifications that exceed the minimum job requirements will receive consideration for a higher level role given (1) their experience, (2) additional job requirements, and/or (3) business needs. Depending on education, experience, and skill level, a variety of job opportunities might be available, including T702 Tech Advisor-Eng/Petro Applications, T701 - Sr. Tech Advisor-Eng/Petro Applications, and T714 PrinTech Adv-Eng/Petro Applications
Halliburton is an Equal Opportunity Employer.
3000 N. Sam Houston Parkway E., Houston, Texas, 77032, United States
Requisition Number: 21721
Experience Level: Experienced Hire
Job Family: Engineering/Science/Technology
Product Service Line: Production Enhancement
Full Time / Part Time: Full Time
Additional Locations for this position:
Compensation is competitive and commensurate with experience.
Nearest Major Market: Houston
Job Segment: Database, Developer, System Administrator, Warehouse, Data Modeler, Technology, Manufacturing, Data