Data Scientist II - TD Williamson
Salt Lake City, UT 84101
About the Job
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
- Machine Learning models for detection/classification
- 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
Source : TD Williamson
