Social image editing app and creative community
We are looking for a Senior Deep Learning Researcher. The candidate will be doing R&D in image segmentation, face landmarks, super resolution, image enhancement, image effects, image aesthetics, image search, inpainting, style transfer, face tuning.
Responsobilities:
Participate in different AI lab projects;
Conduct experiments and reproduce results of different papers;
Apply deep learning approaches to resolve bottlenecks of classic computer vision algorithms;
Analyse and improve existing models;
If required: dive deep into specified area and become proficient in it;
Qualifications & Competencies:
Bachelor's/MA degree in Computer Science or equivalent experience;
Knowledge of Python;
Knowledge of algorithms and data structures;
Knowledge of Deep learning framework: TensorFlow/PyTorch/Keras/Caffe;
Strong math, especially in linear algebra and numerical optimization, probability theory;
Knowledge of SOTA approaches in basic;
Deep learning tasks (classification, segmentation, detection etc.);
Basic knowledge of classic Machine Learning algorithms;
As a big plus:
Experience with style transfer tasks;
Experience with porting networks to mobile;
Experience with DL models for portrait editing;
Experience with GANs;
Experience with classic computer vision approaches;
Experience with C++;