AI/ML Engineer

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Sacramento & Bay Area, CA
Job Type
Direct Hire
Aug 22, 2018
Job ID
AI/ML Engineer
M.S./Ph.D. in relevant field required

Minimum skills

•    Experience with many Machine Learning frameworks, but specifically the following: TensorFlow, Keras, PyTorch, Caffe/Caffe2, MXNet
•    Experience training Generative Adversarial Networks (GANs)
•    Current with research in Image-to-Image Transfer Networks
•    Sound understanding of image processing and computer vision theory and practice
•    Current with the Literature on AI
•    Understanding of the Robot Operating System (ROS)
•    Expert level Python and C++
•    Recent Masters or PhD
•    4 years’ experience
•    Strong hands-on coding expertise with C/C++, Python
•    Strong knowledge of Linux
•    Rigorous approach to problem solving
•    Good habits around testing, documentation, and writing robust and maintainable code
•    Strong communication skills
•    Team mentality

You should be able to:
•    Describe both the theory and practical challenges of using GAN’s
•    Share recent advances in increasing the training stability of GAN’s
•    Talk about the state of the art in Image-to-Image transfer techniques
•    Explain recent advances in full body human motion, style and behavior transfer.