Data Scientist / Large Model Algorithm Engineer
Core
Develop and optimize machine learning and deep learning algorithms for intelligent visual technology, specifically targeting surveillance and monitoring applications including target detection, feature extraction, tracking, and recognition.
Role type
Senior IC large model algorithm engineer (computer vision)
Builds
AI/ML models for surveillance and monitoring products
Domain
Computer Vision / Security Technology
Deliverable
production ML models
Required skills
Python, C/C++, PyTorch, TensorFlow, CNN, RNN, LSTM, Transformer, ViT, neural network design, parameter tuning, model optimization
Preferred skills
Model compression, deep learning inference optimization on NPU/GPU/DSP/ARM/CPU platforms
Technologies
Caffe, PyTorch, TensorFlow, MxNet
Responsibilities
Develop and optimize ML/DL algorithms for complex business problems; Train and evaluate AI models; Perform data collection, cleaning, preprocessing, and feature engineering; Collaborate on integrating models into business systems; Research and deploy new AI/ML technologies for video algorithms; Document algorithms and communicate results to stakeholders
