Data Scientist II
4 weeks ago
At TDW we put people first - that means working everyday 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 sizing
Analytical Modeling/Regression – familiarity with non-Machine Learning based modeling to predict outcomes based on available features
Data curation to support development of predictive models/automation
Propose, develop, and support new technologies and processes to give TDW a market advantage with respect to data quality and accuracy
Coordinates on an on-going basis with the data science team to improve engineering solution offerings
Data Management to support implementation and use of data lake and data pipeline
Support analysis solutions with new technologies that result in better products being delivered to the customer
Stay current with industry regulations and the latest technology in the industry and being used by competitors
Create technical specifications to support commercial offerings
Develop technical literature and present on findings to customers and the industry as a whole
Develop documentation and specifications for new technology
Create technical material for data analysis on recently developed processes involving new technology
Knowledge, Skills & Abilities
:
Technical Degree required: Computer Science, Computer Engineering, Electrical Engineering, Physics
0-4 years of experience in signal
processing/regression
analysis
Good proficiency with Python, C++ skills a plus
Excellent technical specification writing skills
Pipeline industry experience analyzing data and/or developing data analysis solutions with the ability to train others is a plus
Ability to create solutions to unique client analysis problems
Willing to work on/in the data to develop understanding needed to improve model efficacy
Knowledge of pipeline codes and regulations is a plus
About Us
For more than 100 years, we've partnered in the oil and gasindustry to deliver innovative solutions that maximize uptime, improve throughput, avoid shutdown and minimize risk. We areexperienced at accepting new challenges and responding in a way that meets goals while protecting people, assets and the planet.
“Throughout the world today, TDW people are known for their dedication to customer service, to quality, to technical competence, to cooperating with each other, and above all, honesty and fair dealing with everyone.”
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