Video/Image AI/ML Software Engineer Graduate (Multimedia) - 2027 Start (PhD)

Posted 2 days ago

San DiegoLast seen today

Summary

Design and optimize video analysis, quality assessment, and encoding algorithms for hardware-accelerated video codec solutions (FPGA/ASIC). Develop C-models and firmware implementing deep learning techniques (CNNs, Transformers, MLLMs) for video processing, ROI detection, and frame-level rate control. Collaborate with infrastructure teams to integrate algorithms into production VOD and live-streaming pipelines, validate performance through A/B testing, and participate in objective video quality evaluation using metrics like VMAF, PSNR, and SSIM.

Data Science Embedded Systems AI C++Machine Learning Python A B Testing Arm Cortex M0 Arm Cortex M3 Arm Cortex M4 Asic Av1 Avc Cnn Deep Learning Diffusion Model Fpga Hevc Image Quality Assessment Mllm Psnr PyTorch Rate Control Risc V Rtos Ssim Super Resolution TensorFlow Transformer Video Analysis Video Codec Vmaf Vp9