Sr Consultant (AI Operations Platform Consultant)/Charlotte, NC or Jersey City, NJ (Hybrid)-6 month

Overview

On Site
Contract - W2

Skills

Jersey
Kubernetes
Artificial Intelligence
Machine Learning Operations (ML Ops)
Load Balancing
Incident Management
Change Management
Event Management
Management
Microservices
API
Optimization

Job Details

Position : Sr Consultant (AI Operations Platform Consultant)
Location : Charlotte, NC or Jersey City, NJ (3 days a week onsite)
Duration: 6 months

Project Task:
  • 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
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