Video Image AI ML Software
Core
Design and optimize algorithms for video analysis, content understanding, feature extraction, and image/video quality assessment for VOD and live-streaming.
Role type
Research-level ML engineer (video quality & analysis)
Builds
Production video quality optimization algorithms and monitoring systems
Domain
Video streaming, multimedia platforms, computer vision
Deliverable
production ML models
Required skills
C/C++ or Python, deep learning, PyTorch or TensorFlow, image/video quality algorithms (VMAF, PSNR, SSIM), algorithm design and optimization
Preferred skills
CNNs, Transformer architectures, multimodal large language models, video codecs, real-time development in RTOS, ARM Cortex M0/M3/M4 or RISC-V architectures
Responsibilities
Develop and optimize video processing and encoding strategies, apply algorithms to monitoring and data analysis, create databases, integrate algorithms into production workflows, validate impact through A/B testing
Seniority
PhD-level researcher