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.

In-Line Inspection senior data scientist.

Responsible for the models used in detection, identification, classification, and regression of pipeline features. Prototypes new methodologies and improves on old ones to ensure TDW remains a trusted pipeline services provider. Responsible for the design/development, modification, and implementation of models for detection, identification, classification, and regression.

Key Responsibilities

Primary duties may include, but are not limited to:

Meet with stakeholders to define solutionsCollaborate heavily with other Data Scientists, Software, Mechanical, Electrical, Operations, and other departments to creates solutions to Inline-Inspection problemsDesign, build and deploy software in a production environmentDirect and collaborate on problems of varying complexity with support from other engineersDevelopment of models/software from: research, concept, design, unit testing, code reviews, to life cycle supportPropose and implement performance optimizations and scaling strategiesReview existing models and propose improvementsRequires annotation, cleaning, and technical support for any related data utilized while developing software/modelsEstimate development durations and meet deadlinesPlan and track projects using Agile methodology and designated project softwareRepresent TDW at industry events

Experience

Bachelor's degree in Statistics, Physics, Applied Mathematics, Data Science, Computer Science or related field or equivalent industry experience5-10 years experience with object-oriented programming, test driven development, and software development life cycle 0-3 years experience with MS Visual Studio development environment 0-3 years experience with C++5-10 years experience with Python5-10 years experience with Regression Analysis5-10 years experience with Signal Processing5-10 years experience with Machine Learning Models for detection/classification

Knowledge, Skills, and Abilities

Good Customer Service SkillsExcellent verbal and written communication skillsExperience with Python, specifically PyTorch, Tensorflow, Boost, Neural Networks, and/or Scikit-learnFirm grasp of data visualization of signal/sensor (non-tabular) data Filtering/Signal Processing as well as simulation of signal data is preferredUnderstanding of In-Line Inspection Technologies, such as EMAT or Ultrasonic is preferred