Senior Data Scientist, ML & Pipeline Diagnostics

T.D. Williamson; Salt Lake City (UT); On-site; USD 120,000 - 180,000; Full time

Job summary

T.D. Williamson in Salt Lake City is seeking a data scientist/engineer to design, develop, and deploy models for detecting and classifying pipeline features, with emphasis on production-ready software.

You will collaborate with Data Scientists, Software, Mechanical, Electrical, and Operations teams, apply Agile processes, and help optimize performance. Qualifications include a strong background in Python, ML, signal processing, and experience with PyTorch/TensorFlow; MS Visual Studio and C++ are

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 with Data Scientists, Software, Mechanical, Electrical, Operations, and other departments on 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.
• Develop models/software from research to life cycle support.
• Propose and implement performance optimizations and scaling strategies.
• Review existing models and propose improvements.
• Annotate, clean, and support data used in development.
• 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

Signal Processing

Regression Analysis

Data Visualization

Agile Methodology

Communication Skills

In-Line Inspection Knowledge

Education

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

Tools

MS Visual Studio

C++

PyTorch

TensorFlow

Scikit-learn

Boost

Job description

T.D. Williamson in Salt Lake City is seeking a data scientist/engineer to design, develop, and deploy models for detecting and classifying pipeline features, with emphasis on production-ready software.

You will collaborate with Data Scientists, Software, Mechanical, Electrical, and Operations teams, apply Agile processes, and help optimize performance. Qualifications include a strong background in Python, ML, signal processing, and experience with PyTorch/TensorFlow; MS Visual Studio and C++ are