Data Scientist

Houston, US

About this job

Job type: Full-time
Role: Data Scientist


machine-learning, r, java

Job description

CGG is a recognized leader in subsurface imaging and our international teams are dedicated to solving our clients’ complex challenges. Come and join us to help build the most stunning images of the Earth's subsurface, using our massive computers capability. Thanks to our talented people and in-house technology, CGG is unique in the geoscience sector.Job DescriptionCGG is currently looking for a creative and results-focused individual who enjoys working on open-ended problems. Your customers are world-class seismic imagers who strive to image the subsurface with a high degree of accuracy and resolution. Your challenge is to analyze the computational activities and demands of seismic imaging and, with your insights, propose solutions and applications for realms widely ranging from resource scheduling and allocations to automation of imaging-related computations in our HPC environment. In a nutshell, we expect you to propose solutions to known problems and also identify new areas where you can add value with your expertise.We want people who can work with a team to decide what to look for, and who also have the technical ability to go get it. Interest in data mining and machine learning is key, since these are the two areas where you may specialize. You will participate as an engineer on a development team, writing, testing, and deploying code to achieve your goals. We want you if you are an independent thinker and capable of analyzing requirements, extracting data for analysis, and developing algorithms and tools. We process seismic data at the petascale and warehouse information at the terascale. The stakes are high, but your impact can be higher.Must have current U.S. work authorization or qualify for Computer Science, Math, Statistics, Physics or a closely related field but an equivalent combination of educationand experience will be consideredProven Machine Learning experienceProfessional experience with Deep Learning Neural Network buildingDemonstrated experience with Deep Learning Framework such as Tensorflow and KerasExperience and/or education in at least one of the fields of Big Data, Data Mining, Predictive/Prescriptive Analytics, Optimization, Exploratory Analysis & VisualizationKnowledge of relational databases, data modeling, and schema normalization techniquesFamiliar with SQLPassion for solving complex data engineering and modeling tasksAbility to perform testing based on different hypotheses to determine the impact on key performance indicatorsExcellent analytical skills and the ability to work in a collaborative team environmentPreferredExperience in programming (high performance computing is a plus) and developing databasesKnowledge and experience with UNIX (Linux), Java, and XMLKnowledge of Perl, R, and SparkExpertise in designing and implementing efficient algorithmsWe wish to thank all applicants for their interest; however, only those candidates selected for an interview will be contacted. EOEOur focus on performance and passion for innovation are powered by peopleOur greatest resource is you Additional InformationAll your information will be kept confidential according to EEO guidelines.


Houston, US

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