AI-driven synthetic media
Research Engineer II$120k – $160k • 0.5% – 1.5%
Job Title: Research Engineer II
Humen was started by veterans from Google, Facebook, Apple, and UC Berkeley AI research. Our work has also been featured by WSJ, The New Yorker, ABC, Vice, and more. Our focus is on video synthesis and generative models using deep learning. Here is an example of our work - https://youtu.be/PCBTZh41Ris.
Education and Experience Requirements: MS or PhD in Computer Science, Electrical Engineering, Robotics, or related fields; 2+ years of work/research experience required
Analyze, design and improve Humen's proprietary generative machine learning algorithms using GPU-accelerated machine learning libraries including Pytorch, Tensorflow, TensorRT etc.
(Courses needed to perform duty: Machine Learning and Computer Vision with coding assignments)
Deisgn and improve Humen's machine learning-driven cloud infrastructure for large-scale model training and inference using various AWS-native technologies such as EC2, S3, EFS, Lambda, CloudWatch etc.
(Courses needed to perform duty: Python, Data Mining, Computer Engineering)
Design and develop test-automation suites for evaluting the performance and robustness of generative machine learning algorithms.
(Courses needed to perform duty: Machine Learning, Computer Vision, Linear Algebra)
Conduct research and literature survey on state-of-the-art deep learning techniques in image/video synthesis, human pose estimation, human body 3D reconstruction, and semantic segmentation.
(Courses needed to perform duty: Artifical Intelligence, Machine Learning, Computer Vision)
Humen at a glance
Humen focuses on Social Media, Artificial Intelligence, Computer Vision, Entertainment Industry, and Mobile Application. Their company has offices in San Francisco and Remote. They have a small team that's between 1-10 employees.
You can view their website at https://www.humen.ai/