Data Scientist III

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

Job summary

T. D. Williamson, Inc. is seeking a Data Scientist III in Salt Lake City to design, implement and optimize models for detecting and classifying pipeline features. You will collaborate across disciplines and deliver scalable software solutions in a production environment.

The role emphasizes model development, performance tuning, and data-driven decision making within an Agile team, supporting critical pipeline integrity projects.

Qualifications

• Bachelor's degree in a quantitative field or equivalent experience.
• Experience with data science workflows and model lifecycle.

Responsibilities

• Meet with stakeholders to define solutions.
• Collaborate with Data Science, Software, Mechanical, Electrical, and Operations teams to address Inline-Inspection problems.
• Design, build and deploy software in production environments.
• Lead and collaborate on complex problems with engineering support.
• Develop models/software from research to lifecycle support.

Skills

Python

Machine Learning

TensorFlow

PyTorch

Scikit-learn

C++

Regression analysis

Signal processing

Object-oriented programming

Agile

Education

Bachelor's degree in Statistics

Bachelor's degree in Physics

Bachelor's degree in Applied Mathematics

Bachelor's degree in Data Science

Bachelor's degree in Computer Science

Tools

MS Visual Studio

Agile project software

Job description

## Data Scientist IIIApply: USA, UT, Salt Lake City: Full time: Posted 2 Days Ago: REQ-03857### **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.*## 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 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**Experience**· 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**Knowledge, Skills, and Abilities**· Good Customer Service Skills· Excellent verbal and written communication skills· Experience with Python, specifically PyTorch, Tensorflow, Boost, Neural Networks, and/or Scikit-learn· Firm grasp of data visualization of signal/sensor (non-tabular) data · Filtering/Signal Processing as well as simulation of signal data is preferred· Understanding of In-Line Inspection Technologies, such as EMAT or Ultrasonic is preferred### About UsFor more than 100 years, we've partnered in the oil and gas industry to deliver innovative solutions that maximize uptime, improve throughput, avoid shutdown and minimize risk. We are experienced 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.”*### - T. D. Williamson Jr.