Senior Data Scientist, Pipelines & Detection ML

01 TDW (US), Inc.; Salt Lake City (UT); On-site; USD 120,000 - 160,000; Full time

Job summary

01 TDW (US), Inc. is seeking a senior data scientist to design, implement, and improve models for detection, identification, classification, and regression in inline-inspection systems.

You will prototype new methodologies, collaborate across disciplines, and deploy software in production environments. Ideal candidates have a strong background in statistics or related fields, extensive Python experience, and a track record with ML models for detection/classification, signal processing, and data

Qualifications

• Bachelor’s degree or equivalent industry experience in a quantitative field.
• 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 create 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

C++

Data Visualization

Neural Networks

PyTorch

TensorFlow

Scikit-learn

Software Development

Signal Processing

Education

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

Tools

MS Visual Studio

Job description

01 TDW (US), Inc. is seeking a senior data scientist to design, implement, and improve models for detection, identification, classification, and regression in inline-inspection systems.

You will prototype new methodologies, collaborate across disciplines, and deploy software in production environments. Ideal candidates have a strong background in statistics or related fields, extensive Python experience, and a track record with ML models for detection/classification, signal processing, and data