Need MLOps Infra Engineer at Remote, Remote, USA |
Email: [email protected] |
MLOps Infra Engineer Location: Bentonville, Arkansas OR Remote Number of days onsite - 2 12+ Months Mandatory Areas Must Have Skills Kubernetes (On Prem/Cloud) 5+ Yrs of Exp Docker 5+ Yrs of Exp Programming Lang (Python, Node, Golang, or bash) 5+ Yrs of Exp (At least 2) Seldon core, MLFlow, Istio, Jaeger, Ambassador, Triton, PyTorch, Tensorflow/TFserving or similar tools ( 4 of these) 4+ Yrs of Exp Good To have Skills At least 2 from below skills distributed computing and deep learning technologies such as Apache MXNet, CUDA, cuDNN, TensorRT Education & Experience: - 5+ years relevant experience in roles with responsibility over data platforms and data operations dealing with large volumes of data in cloud based distributed computing environments. Graduate degree preferred in a quantitative discipline (e.g., computer engineering, computer science, economics, math, operations research). Proven ability to solve enterprise level data operations problems at scale which require cross-functional collaboration for solution development, implementation, and adoption. The ideal candidate should have experience with Seldon core, MLFlow, Istio, Jaeger, Ambassador, Triton, PyTorch, Tensorflow/TFserving (is a plus) and Experience with distributed computing and deep learning technologies such as Apache MXNet, CUDA, cuDNN, TensorRT. We are using Kubernetes (K8) for their MLOps pipeline orchestration, and this is a powerful and intricate system that involves many moving parts and requires knowledge of related technologies such as Docker, container networking, load balancing, and more. Hands-on practice is essential, as it requires deploying and managing containerized applications, creating Kubernetes objects, configuring networking and storage, and troubleshooting issues that arise in the system Comments for Suppliers: Tensorflow,TFServing,Cuda Additional Skills: Istio,Ambassador,Seldon Core,Triton -- Keywords: information technology |
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Fri Jan 12 01:20:00 UTC 2024 |