PhD Holder | AI Research Scientist
Core
Develop and optimize machine learning and deep learning algorithms for intelligent visual technology, specifically focusing on audio and video surveillance/monitoring applications including target detection, feature extraction, tracking, and recognition.
Role type
Senior IC AI Research Scientist (PhD required)
Builds
AI models for surveillance and monitoring products
Domain
Computer Vision / Intelligent Visual Technology
Deliverable
production ML models
Required skills
Machine learning, deep learning, Python, C/C++, neural network design, parameter tuning, model optimization, CNN, RNN, LSTM, Transformer, ViT, model compression, forward inference on NPU/GPU/DSP/ARM/CPU
Preferred skills
Experience with AI/ML frameworks (Caffe, PyTorch, TensorFlow, MxNet), experience with model transplantation and optimization on various platforms
Technologies
PyTorch, TensorFlow, Caffe, MxNet, NPU, GPU, DSP, ARM, CPU
Responsibilities
Develop and optimize ML/DL algorithms for complex business problems; Train and evaluate AI models including neural networks; Conduct data collection, cleaning, preprocessing, and feature engineering; Collaborate to integrate algorithm models into business systems; Research and deploy new AI/ML technologies for surveillance applications; Document algorithms and communicate results to stakeholders
