Senior Software Engineer, Machine Learning and Artificial Intelligence
Core
Design and implement state-of-the-art deep learning techniques to solve real-world computer vision problems for automated checkout systems.
Role type
Senior IC machine learning engineer (computer vision)
Builds
Automated visual recognition solutions for retail and transit kiosks
Domain
Retail technology / Computer Vision
Deliverable
production ML models
Required skills
Deep learning, Computer vision, CNNs, Supervised learning, Unsupervised learning, Optimization techniques, Python, C/C++
Preferred skills
MS/PhD in CS/AI, Experience with Caffe, TensorFlow, Theano, Synthetic data generation
Responsibilities
Develop solutions for real-world computer vision problems, Work with product team to collect large datasets or generate synthetic data, Balance long-term research with production code application, Research and build SOTA ML/CV algorithms for 2D/3D image analysis
Seniority
Senior, hands-on IC