AI Algorithms Specialist - Senior (PhD Holder)
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 AI Algorithms Specialist (IC)
Builds
Intelligent visual security solutions for homes and businesses
Domain
Computer Vision / Surveillance / Deep Learning
Deliverable
production ML models
Required skills
PhD in CS/AI/Math/Engineering, Python, C/C++, Deep Learning frameworks (PyTorch, TensorFlow, Caffe), Neural Network design & optimization, Model compression, Deployment on NPU/GPU/DSP/ARM/CPU, CNN/RNN/LSTM/Transformer/ViT expertise
Preferred skills
Parameter tuning, Model transplantation, Research & innovation in SOTA implementations
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 (neural networks, decision trees); Perform data collection, cleaning, preprocessing, and feature engineering; Collaborate on integrating models into business systems; Research and deploy new AI/ML technologies for surveillance applications; Document algorithms and communicate results to stakeholders
