What are the responsibilities and job description for the Sr. Consultant position at Novisync, Inc?
Must have skills: LLM and Kubernetes
Project Tasks
AI Operations Platform Consultant
Project Tasks
AI Operations Platform Consultant
- 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