| RTML at Remote, Remote, USA |
| Email: [email protected] |
| RTML Location : TX/FL Only H1B Candidates. Bachelors 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 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 RT system stats collection and performance monitoring methods. Basic understanding of RT Feature Engineering methodology and practicesEven better if you have one or more of the following: Understand basic data science concepts and common needs from data scientists. Familiarity with common ML modeling frameworks such as TensorFlow and PyTorch. Experience with a scalable distributed model serving framework like Ray Serve will be very helpful. Strong collaboration skills and communication skills, especially when involving (non-tech) business stakeholders. Experience with cloud infrastructures and MLOps in clouds. Familiar with CI/CD process and common frameworks such as ArgoCD. -- Keywords: continuous integration continuous deployment artificial intelligence machine learning information technology Florida Texas RTML [email protected] |
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| Fri Apr 19 13:40:00 UTC 2024 |