AI Operations Platform Consultant
Machine Learning Technologies LLC
Overview Job Description Job Description: Job ID: J53022 Job Title: AI Operations Platform Consultant Location: Jersey City, NJ Duration: 24 Months + Extension Hourly Rate: Depending on Experience (DOE) Work Authorization: US Citizen, Green Card, OPT-EAD, CPT, H-1B, H4-EAD, L2-EAD, GC-EAD Client: To Be Discussed Later Employment Type: W-2, 1099, C2C Job Description Brings extensive experience operating large-scale GPU-accelerated AI platforms, deploying and managing LLM inference systems on Kubernetes with strong expertise in Triton Inference Server and TensorRT-LLM. Experience building and optimizing production-grade LLM pipelines with GPU-aware scheduling, load balancing, and real-time performance tuning across multi-node clusters. Design of containerized microservices, deployment workflows, and maintaining operational reliability in mission-critical environments. Led end-to-end LLMOps processes involving model versioning, engine builds, automated rollouts, and secure runtime controls. Developed comprehensive observability for inference systems, using telemetry and dashboards to track GPU health, latency, throughput, and service availability. Applied advanced optimization methods such as mixed precision, quantization, sharding, and batching to improve efficiency. Strong blend of platform engineering, AI infrastructure, and hands-on operational experience running high-performance LLM systems in production. Basic Info AI Operations Platform Consultant Experience deploying, managing, operating, and troubleshooting containerized services at scale on Kubernetes for mission-critical applications (OpenShift) Experience deploying, configuring, and tuning LLMs using TensorRT-LLM and Triton Inference Server Managing MLOps/LLMOps pipelines, deploying 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 Operation and support of MLOps/LLMOps pipelines for production Experience with incident management, change management, event management for mission-critical systems Managing scalable infrastructure for deploying and managing LLMs Deploying models in production environments, including containerization, microservices, and API design Triton Inference Server architecture, configuration, and deployment Model optimization techniques using Triton with TRTLLM Model optimization techniques including pruning, quantization, and knowledge distillation Equal Opportunity MACHINE LEARNING TECHNOLOGIES LLC is an equal opportunity employer inclusive of female, minority, disability and veterans, (M/F/D/V). Hiring, promotion, transfer, compensation, benefits, discipline, termination and all other employment decisions are made without regard to race, color, religion, sex, sexual orientation, gender identity, age, disability, national origin, citizenship/immigration status, veteran status or any other protected status. MACHINE LEARNING TECHNOLOGIES LLC will not make any posting or employment decision that does not comply with applicable laws relating to labor and employment, equal opportunity, employment eligibility requirements or related matters. Nor will MACHINE LEARNING TECHNO Technologies LLC require in a posting or otherwise U.S. citizenship or lawful permanent residency in the U.S. as a condition of employment except as necessary to comply with law, regulation, executive order, or federal, state, or local government contract. #J-18808-Ljbffr
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