Software Engineer, Machine Learning
Greater Boston Area
BS/MS in Computer Science (or equivalent work experience).
2-5 years building software for commercial or research purposes.
Strong Python and/or C++ programming skills.
Strong communication skills -- both written and verbal.
Experience training Convolutional Neural Networks on large-scale image and video datasets..
Specific experience with Deep Learning including some of the following:
Applying Deep Learning to any of the following areas: Action Recognition, Action Detection, Tracking, Detection, Pose Estimation, Depth Estimation, Semantic Segmentation, Instance Segmentation, Multimodal Learning, Multi-task Learning.
Training generative models.
Researching explainable Deep Learning.
Scaling Deep Learning frameworks to distributed systems for hyperparameter optimization and neural architecture search.
Optimizing the performance of Deep Learning models for constrained hardware.