About ByteDance
Founded 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.
Algorithm development in one or more areas of computer vision, including but not limited to: Generative models, GAN (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, video summarization; Human modeling (2D and 3D pose estimation, hand pose estimation, 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.
Qualifications
Must have a Master’s degree in Computer Science, Engineering (any), Information Technology, Machine Learning, Data Science, Statistics, Mathematics, or a related quantitative field, and 2 years of related work and/or research experience; OR a Bachelor’s degree in Computer Science, Engineering (any), Information Technology, Machine Learning, Data Science, Statistics, Mathematics, or a related quantitative field, and 5 years of post-bachelor’s, progressive related work and/or research experience.
Of the required experience, must have 2 years of experience in each of the following:
Collecting and analyzing large-scale datasets, including image, video, audio, and text to design ML models from the dataset using Python, Go, SQL, or PyTorch;
Designing and implementing ML models and ML algorithms and deploy them in real production environments, including mobile devices and web servers, using Python, C/C++, PyTorch, TensorRT, or ONNX;
Analyzing deep neural networks’ prediction uncertainty (prediction variation), and developing efficient prediction uncertainty estimation algorithm for the deep neural networks using Python or TensorFlow; and
Designing and implementing mobile SDKs or services using Python or C/C++.
Type: Full time, 40 hours/week
Location: San Jose, CA
Salary Range: $194000 - $355000 per year
To Apply, click the apply button below. Contact lpresumes@bytedance.com if you have difficulty submitting resume through the website.
ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We are passionate about this and hope you are too.
ByteDance is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws. If you need assistance or a reasonable
accommodation, please reach out to us at https://tinyurl.com/RA-request
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