Senior DevOps Engineer, Cloud Simulation Infrastructure

Responsibilities

• Deployment: Deploy full Isaac Sim runtimes within GPU-aware NVCF containers.
• Manage container packaging, GPU initialization, and runtime utilities for physics, sensor, and rendering validation.
• Deploy Structural Validation: Deploy services to validate USD structure and compliance without runtime overhead.
• Deploy Runtime Validation: Architect scalable execution layers to conduct runtime behavior-based testing (e.g., drop/grasp tests). Deploy rule-based systems or AI based systems for automated pass/fail grading.
• Deploy Automated Remediation
• Develop an AI-based pipeline that intercepts failures, triggers automated asset fixes, and re-validates results to ensure quality standards.
• Cloud Infrastructure Ownership: Scale execution from single-workstation validation to massive, multi-GPU cloud environments. Optimize for performance, addressing function-to-function networking, gRPC bottlenecks, and in-cluster proxy behavior.
• Artifact & Evidence Pipeline: Automate the generation of verification videos, thumbnails, feature-level reports, and validation metadata. Ensure all assets are traceable and linked to quality gates.
• Observability & CI/CD: Establish robust CI/CD, cluster verification, and monitoring pipelines.
• Implement logging, metrics, and tracing to ensure services are observable, debuggable, and production-ready.

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