degree is highly desirable. Ways to stand out from the crowd: Familiarity with GPU acceleration libraries(CUDA, Triton...
crowd: Understanding of AI and data science workflows, including NVIDIA AI SDK and Frameworks (NeMo, Riva, NIMs, Triton...
-on experience with NVIDIA Triton, Apache Ray, and Kubernetes GPU scheduling Experience with RAPIDS and GPU-accelerated data...
serving (Triton, TensorRT, vLLM), experiment tracking (W&B, MLflow), and CI/CD for ML Infrastructure as Code experience..., HarmBench), human behavior simulation Infrastructure: Kubernetes, Docker, Terraform, AWS/GCP, Ray, Spark MLOps: Triton...
) and public clouds (AWS, GCP). Hands-on experience with ML model serving frameworks (TorchServe, TensorFlow Serving, Triton...
-specific tuning Exposure to ONNX Runtime, TensorRT, Triton, TVM, or similar systems Exposure to neural networks, tree-based...
) and public clouds (AWS, GCP). Hands-on experience with ML model serving frameworks (TorchServe, TensorFlow Serving, Triton...
(e.g., vLLM, SGLang, Triton, or similar systems). - Implement and evaluate inference optimization techniques..., KV-cache optimization, batching). - Hands-on experience with inference/serving frameworks such as vLLM, SGLang, Triton...
, TorchServe, ONNX, or NVIDIA Triton. Integrate AI systems into engineering tools and environments (e.g., CAD/CAE software...
with Ray, Kubernetes, Triton, TensorRT, Docker, W&B, or large-scale training and deployment infrastructure. · Background..., Isaac Lab, MuJoCo, OpenUSD, Omniverse, Open3D Systems: Python, Ray, FastAPI, Docker, Kubernetes, Triton, TensorRT...