Senior AI Platform Engineer - GenAI Infra & MLOps

MatchPoint; United States; On-site; USD 170,000 - 230,000; Full time

Job summary

MatchPoint is seeking a senior AI Platform Engineer to design, build, and operate enterprise-scale AI platforms for GenAI, LLMs, RAG, ML, and agentic workloads. This is a hands-on platform engineering role focused on production infrastructure used by multiple AI teams.

You will architect and maintain Kubernetes-based infrastructure across cloud providers, implement MLOps, and build reusable platform services while ensuring security, observability, and reliability.

Qualifications

• Hands-on experience building production AI infrastructure or AI platforms.

Responsibilities

• Build and operate scalable AI/ML platforms and infrastructure for enterprise GenAI and LLM workloads.
• Design gateways, model serving/inference, and API layers for reusable AI services.
• Develop platform capabilities for RAG, vector search, embeddings, retrieval, and enterprise knowledge access.
• Automate infrastructure using Terraform / IaC.

Skills

AI Platform

Kubernetes

Terraform

MLOps

Python

Go

Cloud (AWS/Azure/GCP)

Observability

IAM/RBAC

LLM Serving

Tools

KServe

NVIDIA Triton

Ray Serve

MLflow

ArgoCD

Prometheus

Grafana

OpenTelemetry

vLLM

Job description

MatchPoint is seeking a senior AI Platform Engineer to design, build, and operate enterprise-scale AI platforms for GenAI, LLMs, RAG, ML, and agentic workloads. This is a hands-on platform engineering role focused on production infrastructure used by multiple AI teams.

You will architect and maintain Kubernetes-based infrastructure across cloud providers, implement MLOps, and build reusable platform services while ensuring security, observability, and reliability.