About this role
Mirage is seeking an ML Engineer to build and scale the systems powering their video generation models, working on modeling approaches, training objectives, scaling strategies, and inference optimization. The role focuses on making advanced video and multimodal models faster, more efficient, and capable of ultra-low latency, real-time generation, and translating research models into production-ready systems.
Skills for this role
Video generationMultimodal modelsDeep learning systemsDistributed trainingPyTorchCUDATritonFSDPModel distillationQuantizationPruningDiffusion modelsAutoregressive generationGPU utilization optimizationParallelismThroughput optimizationInference optimizationMemory optimizationLatency optimizationPerformance profilingDebuggingExperimentation toolingProductionizing models