Vertex Elite LLC · 14 hours ago
AI Operations Platform Consultant
New Jersey, United States
Contract
Hybrid
Mid LevelVertex Elite LLC is currently seeking a qualified AI Operations Platform Consultant to join their team. The role involves deploying, managing, and troubleshooting containerized services and MLOps pipelines, as well as ensuring the performance and availability of AI inference services.
Information Technology & Services
Hiring Manager
Murthy BSN
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
Required
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
Company
Vertex Elite LLC
Founded in 2023 and headquartered in Houston, TX, our company specializes in ERP/Cloud solutions, driven by founding members with extensive Fortune 500 experience.
Founded in 2023
201-500 employees
H1B Sponsorship
Vertex Elite LLC has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (4)
2024 (8)
Funding
Current Stage
Growth StageCompany data provided by crunchbase