ResponsibilitiesAbout ByteDanceFounded in 2012, ByteDance's mission is to inspire creativity and enrich life. With a suite of more than a dozen products, including TikTok, Lemon8, CapCut and Pico as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content. Why Join Us Inspiring creativity is at the core of ByteDance's mission. Our innovative products are built to help people authentically express themselves, discover and connect – and our global, diverse teams make that possible. Together, we create value for our communities, inspire creativity and enrich life - a mission we work towards every day. As ByteDancers, we strive to do great things with great people. We lead with curiosity, humility, and a desire to make impact in a rapidly growing tech company. By constantly iterating and fostering an "Always Day 1" mindset, we achieve meaningful breakthroughs for ourselves, our Company, and our users. When we create and grow together, the possibilities are limitless. Join us. About the Team Our team plays a crucial role in ensuring the company’s success. We seek people who are willing to learn and put in the effort to solve problems. Our challenges are not your regular day-to-day problems - you’ll be part of a team that’s developing new solutions to new challenges. It’s working fast, at scale, and we’re making a difference. We are looking for talents to join us on this exciting journey! Responsibilities Participate in cutting-edge research and development of novel technologies and applications in Computer Vision and Machine Learning. Independently research, design and plan algorithm development in one or more areas of computer vision, including but not limited to: Generative models, including GANs (Generative Adversarial Networks); Image and video synthesis/manipulation; Unsupervised and weakly-supervised image/video representation learning; Object detection, recognition, segmentation, and tracking; Action recognition, event detection, and video summarization; Human modeling (2D and 3D pose estimation, hand pose estimation, and human shape estimation); Facial analysis; Image and video retrieval; Image and video enhancement; and Image and video restoration. Investigate, prototype, and implement solutions to transfer advanced technologies to company's products. Optimize and accelerate computer vision algorithms. Work collaboratively in multi-functional teams.QualificationsQualifications Must have a Bachelor’s degree or foreign equivalent degree in Computer Science, Engineering (any), Information Systems, Data Science, Mathematics, or a related quantitative field, and 1 year of related work experience. Of the required experience, must have 1 year of experience in each of the following: Collecting and analyzing large-scale datasets, including image, video, audio, and text to design machine learning models from the dataset using Python, Go, SQL, or PyTorch; Designing and implementing machine learning models and machine learning algorithms and deploy them in real production environments, including mobile devices and web servers, using Python, C/C++, PyTorch, TensorRT, or ONNX; and Analyzing deep neural networks’ prediction uncertainty (prediction variation), and developing efficient prediction uncertainty estimation algorithm for the deep neural networks using Python or TensorFlow. Type: Full time, 40 hours/week Location: San Jose, CA Salary Range: $159182 - $250000 per year To