T.D. Williamson
Data Scientist II
T.D. Williamson, Salt Lake City, Utah, United States, 84193
At TDW we put people first - that means working every day to ensure the pipelines that run through our communities are operating safely and reliably. What sets us apart is our expertise, experience, and commitment.Each day we dedicate ourselves to treating each other, our customers, and our community with care and respect.Overview:
Develop and support customer-driven data solutions for new pipeline technology through close interaction with engineering, analysis, field services, sales, and customers; including the creation of advanced data analysis techniques, model development, and data curation.Accountabilities:
Signal Processing – turning time/distance indexed sensor data into automation and sizingAnalytical Modeling/Regression – familiarity with non-Machine Learning based modeling to predict outcomes based on available featuresMachine Learning models for detection/classificationData curation to support development of predictive models/automationPropose, develop, and support new technologies and processes to give TDW a market advantage with respect to data quality and accuracyCoordinates on an ongoing basis with the data science team to improve engineering solution offeringsData Management to support implementation and use of data lake and data pipelineSupport analysis solutions with new technologies that result in better products being delivered to the customerStay current with industry regulations and the latest technology in the industry and being used by competitorsCreate technical specifications to support commercial offeringsDevelop technical literature and present findings to customers and the industry as a wholeDevelop documentation and specifications for new technologyCreate technical material for data analysis on recently developed processes involving new technologyKnowledge, Skills & Abilities:
Technical Degree required: Computer Science, Computer Engineering, Electrical Engineering, Physics0-4 years of experience in signal processing/regression analysisGood proficiency with Python, C++ skills a plusExcellent technical specification writing skillsPipeline industry experience analyzing data and/or developing data analysis solutions with the ability to train others is a plusAbility to create solutions to unique client analysis problemsWilling to work on/in the data to develop understanding needed to improve model efficacyKnowledge of pipeline codes and regulations is a plus
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Develop and support customer-driven data solutions for new pipeline technology through close interaction with engineering, analysis, field services, sales, and customers; including the creation of advanced data analysis techniques, model development, and data curation.Accountabilities:
Signal Processing – turning time/distance indexed sensor data into automation and sizingAnalytical Modeling/Regression – familiarity with non-Machine Learning based modeling to predict outcomes based on available featuresMachine Learning models for detection/classificationData curation to support development of predictive models/automationPropose, develop, and support new technologies and processes to give TDW a market advantage with respect to data quality and accuracyCoordinates on an ongoing basis with the data science team to improve engineering solution offeringsData Management to support implementation and use of data lake and data pipelineSupport analysis solutions with new technologies that result in better products being delivered to the customerStay current with industry regulations and the latest technology in the industry and being used by competitorsCreate technical specifications to support commercial offeringsDevelop technical literature and present findings to customers and the industry as a wholeDevelop documentation and specifications for new technologyCreate technical material for data analysis on recently developed processes involving new technologyKnowledge, Skills & Abilities:
Technical Degree required: Computer Science, Computer Engineering, Electrical Engineering, Physics0-4 years of experience in signal processing/regression analysisGood proficiency with Python, C++ skills a plusExcellent technical specification writing skillsPipeline industry experience analyzing data and/or developing data analysis solutions with the ability to train others is a plusAbility to create solutions to unique client analysis problemsWilling to work on/in the data to develop understanding needed to improve model efficacyKnowledge of pipeline codes and regulations is a plus
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