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

Expired

ByteDance

$122,574 – $300,960 · Posted 1 month ago

San DiegoLast seen 1 month ago

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Summary

Design and optimize video analysis and quality assessment algorithms for next-generation video codec hardware accelerators (FPGA/ASIC). Implement C-models and firmware for advanced video encoding, collaborating across algorithm, architecture, software, and hardware teams. Apply machine learning techniques including deep learning frameworks and transformer architectures for ROI detection, content understanding, and feature extraction. Integrate algorithms into production VOD/live streaming workflows and validate impact through A/B testing and objective quality metrics (VMAF, PSNR, SSIM).

Data Science Embedded Systems Software Development AI C++Machine Learning Python A B Testing Arm Cortex M0 Arm Cortex M3 Arm Cortex M4 Asic Av1 Avc Content Understanding Deep Learning Diffusion Models Feature Extraction Fpga Hevc Mllm Psnr PyTorch Rate Control Risc V Roi Detection Rtos Ssim Super Resolution TensorFlow Transformer Video Analysis Video Codecs Vmaf Vp9