Senior Data Scientist - Physics-Driven Reliability (Onsite)

GC-Squared Resources, LLC; Houston (TX); On-site; USD 120,000 - 150,000; Full time

Job summary

A leading engineering and data science firm is seeking a Senior Data Scientist to work on physics-based modeling and equipment reliability. The successful candidate will develop models that enhance maintenance strategies and collaborate with various teams. Key requirements include a Bachelor's degree and significant experience in data science and engineering methods. This role is based in Houston, TX and is an onsite position.

Qualifications

• 5+ years of experience applying physics-based modeling or reliability engineering in industrial settings.
• 3+ years building and deploying data-science algorithms on cloud platforms.

Responsibilities

• Define and guide the development of physics-ML reliability models.
• Perform fluid-mechanics and mechanical simulations in Python or MATLAB.
• Architect, deploy and monitor model training and serving pipelines.

Skills

Python programming for simulations

Weibull analysis

Survival modeling

FMEA

Strong communication skills

Education

Bachelor's degree in Mechanical Engineering, Petroleum Engineering, Physics or related field

Tools

Python

GCP AI Platform

Dataiku

Job description

A leading engineering and data science firm is seeking a Senior Data Scientist to work on physics-based modeling and equipment reliability. The successful candidate will develop models that enhance maintenance strategies and collaborate with various teams. Key requirements include a Bachelor's degree and significant experience in data science and engineering methods. This role is based in Houston, TX and is an onsite position.