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Novisync, Inc · 1 month ago

Sr. Consultant

Apex, NC

Full-time

Hybrid

Senior Level

Novisync, Inc is a company focused on AI operations, and they are seeking a Sr. Consultant to manage and optimize LLMs and Kubernetes services. The role involves deploying, managing, and troubleshooting containerized services and MLOps pipelines for mission-critical applications.

Information ServicesInformation Technology

H1B Sponsor Likely

Responsibilities

Experience deploying, managing, operating, and troubleshooting containerized services at scale on Kubernetes for mission-critical applications (OpenShift)

Experience with deploying, configuring, and tuning LLMs using TensorRT-LLM and Triton Inference server

Managing MLOps/LLMOps pipelines, using TensorRT-LLM and Triton Inference server to deploy inference services in production

Setup and operation of AI inference service monitoring for performance and availability

Experience deploying and troubleshooting LLM models on a containerized platform, monitoring, load balancing, etc

Operation and support of MLOps/LLMOps pipelines, using TensorRT-LLM and Triton Inference server to deploy inference services in production

Experience deploying and troubleshooting LLM models on a containerized platform, monitoring, load balancing, etc

Experience with standard processes for operation of a mission critical system – incident management, change management, event management, etc

Managing scalable infrastructure for deploying and managing LLMs

Deploying models in production environments, including containerization, microservices, and API design

Triton Inference Server, including its architecture, configuration, and deployment

Model Optimization techniques using Triton with TRTLLM

Model optimization techniques, including pruning, quantization, and knowledge distillation

Qualification

KubernetesLLMTensorRT-LLMTriton Inference ServerMLOps/LLMOpsModel OptimizationContainerizationMicroservicesAPI Design

Required

Must have skills: LLM and Kubernetes