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Machine Learning Engineer
Houston, TX, USA
Posted On: 30+ days ago
Experience: 4+ years
Availability: Hybrid
Openings: 1
Category: Machine Learning Engineer
Tenure: Contract - Corp-to-Corp
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Description
You will build inference pipelines to support optimization projects for field operations and production.
Responsibilities
- Build inference pipelines for projects involving production volumes, drilling processes, and environmental planning.
- Deploy machine learning products into production environments.
- Implement DevOps practices specifically for model deployment.
- Process high frequency data to support optimization workflows.
Required Skills
- 4+ years of experience in Machine Learning Engineering.
- Proficiency in Python programming.
- Experience with product deployment and DevOps for models.
- Hands-on experience with Docker and Kubernetes.
- Experience implementing CI/CD workflows using GitHub Actions.
- Working knowledge of Linux environments.
- Experience with Linear Regression models.
- Experience with high frequency data processing.
- Bachelor's degree in Data Science, Computer Science, Petroleum Engineering, Applied Mathematics, or a related field.
Education
Bachelor's degree
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