Real time Machine learning Engineer
Verizon Communications Inc
Contract Irving , Texas, United States Posted 6 months ago
About Position
Real time Machine learning Engineer (Contract)
$86.00 / Hourly
Irving , Texas, United States
Real time Machine learning Engineer
Contract Irving , Texas, United States Posted 6 months ago
Skills
· Overall 10+ years of experience in IT. · 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 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 practices.Description
· Functioning as a domain expert in the area of RTML model serving technology, familiar with the industrial trends in RTML, common RTML architectures, leading 3rd-party RTML serving products, and evaluation criteria's
· Working closely with other teams to define technical strategy, architecture, development choices and ensure overall growth of the Jarvis Framework to meet our internal customers’ needs.
· Leading the Jarvis development activities through phased releases, ensuring it is architecturally sound, implemented correctly/efficiently, and delivered on time.
· Supporting internal customers with major framework issues and coordinating triage efforts to solve them.
· Lead and mentor junior developers in the team and always pushing for team successes.
· Adhering to industry standards and best practices and tracking emerging RTML technologies and trends to continuously improve the Jarvis framework.
Responsibilities
- · 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
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