RTML Engineer
1 month ago
Job title: RTML Engineer (Real Time Machine Learning)
Duration: Long-term
Location: Irving, TX
Work Mode: Onsite
Job Description:
What you will be doing:
You will join our critical Real Time ML Service team working on our RTML Model Serving Framework.
This is a fundamental team in our AI Center, and RTML Framework serves all of our real time AI models in the production - enabling our business organizations to maximize the benefits of using AI-driven solutions for our customers.
You’ll need to have:
· Bachelor’s degree or above in Computer Science/Engineering or other related areas.
· Four or more years of work experience in computer software development related jobs.
· At least two years are in AI / ML Engineering areas with reasonably good understanding of Data Science and AIML practices/workflows.
· Strong expertise in RTML model serving arena and/or large scale cloud-based RT framework development.
· Experience with kubernetes. The candidate should be comfortable with kubectl and helm.
· Experience in creating, deploying, and maintaining centralized KubeFlow infrastructure on top of one or multiple kubernetes clusters
· Experience with cloud infrastructures and MLOps in clouds.
· Familiar with CI/CD process and common frameworks such as ArgoCD.
· Experience with programming languages such as Python and Java.
· Experience in large application development in cloud environments - AWS, GCP and On-Prem clusters.
· Experience in K8s architecture and principle of operations, hands-on skills of deploying large applications in production K8s cluster, configuring K8s properly, and troubleshooting when the application has issues.
· Good understanding of of RT system stats collection and performance monitoring methods
· Basic understanding of RT Feature Engineering methodology and practices
· Understand basic data science concepts and common needs from data scientists.
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RTML Engineer
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Real time Machine learning Engineer
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Irving, United States InfoVision, Inc. Full timeJob Title: Real time Machine learning Engineer (RTML Engineer)Location: Irving, TX or Basking Ridge, NJ or Tampa, FL or San Diago, VADuration: Long-term Skills Needed:Bachelor s degree or above in Computer Science/Engineering or other related areas.Four or more years of work experience in computer software development related jobs.At least two years are in...
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Real time Machine learning Engineer
1 week ago
Irving, United States InfoVision Inc. Full timeJob Title: Real time Machine learning Engineer (RTML Engineer)Location: Irving, TX or Basking Ridge, NJ or Tampa, FL or San Diago, VADuration: Long-term Skills Needed:Bachelor’s degree or above in Computer Science/Engineering or other related areas.Four or more years of work experience in computer software development related jobs.At least two years are in...
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Real time Machine learning Engineer
1 week ago
Irving, United States InfoVision Inc. Full timeJob Title: Real time Machine learning Engineer (RTML Engineer)Location: Irving, TX or Basking Ridge, NJ or Tampa, FL or San Diago, VADuration: Long-term Skills Needed:Bachelor’s degree or above in Computer Science/Engineering or other related areas.Four or more years of work experience in computer software development related jobs.At least two years are in...
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Real time Machine learning Engineer
1 week ago
Irving, United States InfoVision Inc. Full timeJob Title: Real time Machine learning Engineer (RTML Engineer)Location: Irving, TX or Basking Ridge, NJ or Tampa, FL or San Diago, VADuration: Long-term Skills Needed:Bachelor’s degree or above in Computer Science/Engineering or other related areas.Four or more years of work experience in computer software development related jobs.At least two years are in...