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Senior Machine Learning SRE

ApTask

 

Austin, TX, USA

Posted On: 30+ days ago
Experience: 5+ years
Availability: Hybrid
Openings: 1
Category: Machine Learning
Tenure: No Preference/Any
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Description

Manage and maintain infrastructure and machine learning workflows to ensure system reliability and performance.

Responsibilities

  • Implement and maintain Infrastructure as Code and build pipelines.
  • Manage machine learning workflows and data flows using SageMaker and Rubix.
  • Fix and support issues for Data Lab to minimize on-call incidents.
  • Conduct post-incident reviews and document issue resolutions and undocumented knowledge.
  • Collaborate with development teams to ensure new features meet reliability and performance goals.

Required Skills

  • 5+ years of experience in Site Reliability Engineering.
  • Proficiency in Python scripting.
  • Hands-on experience with Kubernetes.
  • Experience managing Machine Learning workflows, preferably with SageMaker.
  • Experience with Rubix and machine learning data flows.
  • Experience using Jupyter Notebooks.
  • Ability to work with geographically distributed teams.
  • Experience supporting Data Lab environments.

Preferred Skills

  • Any Graduate degree.

Education

Any Grdauate

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