Computer vision algorithm researcher/expert -Beanbao big model

0-2 years
10 days ago
Job Description

Responsibilities

The ByteDance Doubao Big Model Team was established in 2023 and is committed to developing the industry's most advanced AI big model technology, becoming a world-class research team, and contributing to technological and social development. The Doubao Big Model team has long-term vision and determination in the field of AI. Its research directions cover NLP, CV, speech, etc., and it has laboratories and research positions in China, Singapore, the United States and other places. Relying on the platform's sufficient data, computing and other resources, the team continues to invest in related fields. It has launched a self-developed general large model to provide multi-modal capabilities. It supports 50+ businesses such as Doubao, Buttons, and Jimeng downstream, and is open to the public through the Volcano Engine. Corporate customers. At present, Doubao APP has become the AIGC application with the largest number of users in the Chinese market. 1. Explore and research cutting-edge technologies such as multi-modal understanding, AIGC, computer vision, artificial intelligence, machine learning, and AGI 2. Explore large-scale/ultra-large-scale visual models and perform ultimate system optimization. Data construction, instruction fine-tuning, preference alignment, and model optimization 3. Explore the application of large-scale/super-large-scale visual basic models, and develop new technologies and products with artificial intelligence technology as the core.

Qualifications

1. Doctoral degree, computer, mathematics and other related majors are preferred 2. In computer vision, multi-modal, AIGC, machine learning Priority will be given to those who have in-depth researchers in one or more fields 3. Have excellent basic algorithm and coding capabilities, be proficient in C/C++ or Python programming language, and have won awards in ACM/ICPC, NOI/IOl, Top Coder, Kaggle and other competitions Priority will be given to those who have a solid foundation in machine learning, familiar with technologies in CV, AIGC, NLP, RL and other fields, and those who have published papers at top conferences such as CVPR, ECCV, ICCV, NeurIPS, ICLR, SIGGRAPH or SIGGRAPH Asia are preferred 5 . In the field of large models or RL, priority will be given to those who lead projects with great influence 6. Have excellent analysis and problem-solving abilities, be able to deeply solve problems existing in large model training and application, and have the ability to independently explore solutions Priority will be given to candidates 7. Have good communication and collaboration skills, be proactive in work, and be able to work harmoniously with the team to explore new technologies and promote technological progress.

JOB TYPE

Skills

Nlp
multi-modal
AIGC
Top Coder
ACM/ICPC
large models
Cv
NOI/IOl
C/C++
Kaggle
RL
About
Job Source: jobs.bytedance.com

ByteDance is a technology company operating a range of content platforms that inform, educate, entertain and inspire people across languages, cultures, and geographies.
Dedicated to building global platforms of creation and interaction, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages. For example, TikTok, Helo, Vigo Video, Douyin, and Huoshan.
Dedicated to building global platforms of creation and interaction, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages. For example, TikTok, Helo, Vigo Video, Douyin, and Huoshan.

People Also Considered

Career Advice to Find Better