Roles and Responsibilities
- Contribute to the research, development, and prototyping of architectures and models for image processing
- Work on high-quality training data set creation, and on data pre-processing with image processing and CV tools
Desired Candidate Profile
- Strong Python experience including numpy, scikit, matplotlib etc.
- 2+ years of deep learning solutions development
- Broad understanding of Machine Learning, Computer Vision, and Deep Learning approaches and practices
- Experience with deep learning frameworks (e.g. Pytorch, Tensorflow)
- Solid experience with data sets creation, management and augmenting; understanding problems associated with training/tuning deep learning models
- Experience with model training using large datasets
- Ability to communicate effectively within and outside the organization, and write technical materials for internal and external use
- Experience with model distillation and quantization
- Experience with image retrieval and object detection models
Perks and Benefits