Data Scientist III: ML for Inline-Inspection Pipelines

T.D. Williamson; Salt Lake City (UT); On-site; USD 120,000 - 160,000; Full time

Job summary

TDW is seeking a Data Scientist to lead modeling efforts for detection, identification, classification, and regression of pipeline features. You will prototype new methodologies and improve existing ones to keep TDW at the forefront of pipeline services.

The role requires collaboration with Data Scientists, Software, Mechanical, Electrical, and Operations teams to deliver production-ready software and scalable models. Strong Python, ML, and signal processing expertise is essential.

Qualifications

• Bachelor’s degree in Statistics, Physics, Applied Mathematics, Data Science, Computer Science or related field or equivalent industry experience
• 5-10 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 Python
• 5-10 years experience with Regression Analysis
• 5-10 years experience with Signal Processing
• 5-10 years experience with Machine Learning Models for detection/classification

Responsibilities

• Meet with stakeholders to define solutions
• Collaborate heavily with other Data Scientists, Software, Mechanical, Electrical, Operations, and other departments to creates solutions to Inline-Inspection problems
• Design, build and deploy software in a production environment
• Direct and collaborate on problems of varying complexity with support from other engineers
• Development of models/software from: research, concept, design, unit testing, code reviews, to life cycle support
• Propose and implement performance optimizations and scaling strategies
• Review existing models and propose improvements
• Requires annotation, cleaning, and technical support for any related data utilized while developing software/models
• Estimate development durations and meet deadlines
• Plan and track projects using Agile methodology and designated project software
• Represent TDW at industry events

Skills

Python

Machine Learning

Statistics

Data Science

Communication

C++

Agile

Data Visualization

Education

Bachelor’s degree in Statistics, Physics, Applied Mathematics, Data Science, Computer Science or related field

Tools

PyTorch

TensorFlow

Scikit-learn

Boost

Job description

TDW is seeking a Data Scientist to lead modeling efforts for detection, identification, classification, and regression of pipeline features. You will prototype new methodologies and improve existing ones to keep TDW at the forefront of pipeline services.

The role requires collaboration with Data Scientists, Software, Mechanical, Electrical, and Operations teams to deliver production-ready software and scalable models. Strong Python, ML, and signal processing expertise is essential.