Research Scientist, Multimodal Foundation Model

6 Months ago • All levels • Artificial Intelligence

Job Summary

Job Description

Research Scientist specializing in computer vision, deep learning, and AI. Develop multimodal foundation models for image, video, and 3D generation. Expertise in diffusion models, GANs, transformers, and large-scale training. PhD in related field and strong publication record required.
Must have:
  • PhD in CS
  • Computer Vision
  • Deep Learning
  • Multimodal Generation
Good to have:
  • Diffusion Models
  • GANs
  • Transformers
  • Large-scale Training
Perks:
  • Strong Research Team
  • Impactful Contributions

Job Details

Responsibilities
Established in 2023, the ByteDance Doubao (Seed) Team is dedicated to building industry-leading AI foundation models. We aim to do world-leading research and foster both technological and social progress. With a long-term vision and a strong commitment to the AI field, the Team conducts research in a range of areas including natural language processing (NLP), computer vision (CV), and speech recognition and generation. It has labs and researcher roles in China, Singapore, and the US. Leveraging substantial data and computing resources and through continued investment in these domains, our team has built a proprietary general-purpose model with multimodal capabilities. In the market, Doubao models power over 50 ByteDance apps and business lines, including Doubao, Coze, and Dreamina, and was launched to external enterprise clients through Volcano Engine. The Doubao app is the most used AIGC app in China. Why Join Us Creation is the core of ByteDance's purpose. Our products are built to help imaginations thrive. This is doubly true of the teams that make our innovations possible. Together, we inspire creativity and enrich life - a mission we aim towards achieving every day. To us, every challenge, no matter how ambiguous, is an opportunity; to learn, to innovate, and to grow as one team. Status quo? Never. Courage? Always. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. Join us. About the team Welcome to the GAI-Vision team, where we lead the way in developing foundational models for multi-modal visual understanding and generation. Our mission is to solve the challenge of visual intelligence in AI. We conduct cutting-edge research on areas such as vision and language, large-scale vision models, and generative foundation models. Comprising experienced research scientists and engineers, our team is dedicated to pushing the boundaries of foundation model research and implementing our innovations across diverse application scenarios. We foster a feedback-driven environment to continuously enhance our foundation technologies. Come join us in shaping the future of AI and transforming the product experience for users worldwide. Responsibilities - Conduct research on computer vision, deep learning and AI, addressing a wide range of challenges in deep learning, computer vision, AIGC, graphics, large multi-modality models, diffusion models, video generation, 3D generation, video understanding, self-supervised learning, and autoregressive models. - Explore the application of large-scale/super-large-scale visual foundation models, and contribute to the development of new technologies and products leveraging artificial intelligence.
Qualifications
Minimum Qualifications - Hold a Ph.D. degree in computer science, electrical engineering, statistics, applied mathematics, data science or related disciplines. - Possess research and practical experience in one or more areas of computer vision, encompassing multimodal generation (e.g., text-to-image, image, video, 3D generation and editing), diffusion models, GANs, transformers for generation tasks, vision-language models, large-scale training and RLHF. - Proven track record of high-impact research. - Collaborate effectively with team members. - Ability to work independently. Preferred Qualifications - Demonstrate impactful publications in leading AI conferences (e.g., CVPR, ECCV, ICCV, NeurIPS, ICLR, SIGGRAPH, SIGGRAPH Asia) and journals (e.g., TPAMI, JMLR). - Achievement as a winner in international academic competitions. - Proficiency in one of the differentiable programming frameworks such as PyTorch, TensorFlow, JAX, etc. - Possess coding skills in C/C++ and Python. 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.

Similar Jobs

SparkCognition - Data Scientist

SparkCognition

Bengaluru, Karnataka, India (On-Site)
7 Months ago
Meta - Research Scientist Intern, Machine Perception for Input and Interaction (PhD)

Meta

Pittsburgh, Pennsylvania, United States (On-Site)
5 Months ago
Granicus - Data Scientist 4

Granicus

Bengaluru, Karnataka, India (Hybrid)
6 Months ago
Google - Cloud Solutions Architect, Rapid Innovation Team

Google

Reston, Virginia, United States (On-Site)
1 Week ago
ByteDance - Machine Learning Engineer, Tech Lead - Engineering Efficiency and AI Code Assistant

ByteDance

San Jose, California, United States (On-Site)
4 Months ago
NVIDIA - AI Algorithms Software Engineer (RDSS Intern)

NVIDIA

Taipei City, Taiwan (On-Site)
1 Month ago
ByteDance - Research Scientist, AI Foundation

ByteDance

San Jose, California, United States (On-Site)
1 Month ago
Google DeepMind - Research Scientist, Language

Google DeepMind

Bengaluru, Karnataka, India (Hybrid)
7 Months ago
Google - Program Manager II, Responsible AI, Cloud AI Systems

Google

Sunnyvale, California, United States (On-Site)
1 Week ago
Pika - Research Engineer (Applied Research)

Pika

Palo Alto, California, United States (On-Site)
4 Weeks ago

Get notifed when new similar jobs are uploaded

Similar Skill Jobs

ByteDance - Video Analysis and Quality Algorithm Intern 2023 Summer/Fall (PHD)

ByteDance

San Diego, California, United States (On-Site)
5 Months ago
Ubisoft - ML OPS Senior _ Groupe Technologique Création de contenu

Ubisoft

Montreal, Quebec, Canada (On-Site)
3 Months ago
ByteDance - Machine Learning Engineer - MLDev

ByteDance

San Jose, California, United States (On-Site)
4 Weeks ago
Google - Senior Software Engineer, Machine Learning (Recommendations, Rankings, and Predictions)

Google

Mountain View, California, United States (On-Site)
4 Days ago
ByteDance - Research Scientist, Foundation Model, Vision

ByteDance

Singapore (On-Site)
5 Months ago
ByteDance - Applied Scientist Intern (Computational Modeling & Optimization)

ByteDance

San Jose, California, United States (On-Site)
1 Week ago
ByteDance - Software Engineer in Machine Learning Systems

ByteDance

San Jose, California, United States (On-Site)
5 Months ago
Ubisoft - Senior ML Data Scientist

Ubisoft

Montreal, Quebec, Canada (On-Site)
3 Months ago
Bohemia Interactive - Python Programmer

Bohemia Interactive

Brno, South Moravian Region, Czechia (On-Site)
2 Days ago

Get notifed when new similar jobs are uploaded

Jobs in Singapore

Bushiroad - Department Leader/Manager (TCG)

Bushiroad

Singapore, Singapore (On-Site)
1 Month ago
Google - Power Feed Equipment/Power Operations and Standards Lead

Google

Singapore (On-Site)
1 Week ago
Nagarro - Principal Engineer, Java Fullstack

Nagarro

Singapore, Singapore (On-Site)
5 Months ago
ByteDance - Payment Product Management Intern - Global Payment

ByteDance

Singapore (On-Site)
4 Weeks ago
IGG - 2D Art Intern

IGG

Singapore (On-Site)
6 Months ago
Google - New Business Account Strategist

Google

Singapore (On-Site)
1 Week ago

Get notifed when new similar jobs are uploaded

Artificial Intelligence Jobs

Canva - Head of AI Research

Canva

Sydney, New South Wales, Australia (Remote)
3 Months ago
NVIDIA - AI Network System Architect

NVIDIA

Yokne'am Illit, North District, Israel (On-Site)
1 Week ago
Google - Customer Engineer II, Cloud AI

Google

San Francisco, California, United States (On-Site)
1 Week ago
Ubisoft - Senior ML Programmer

Ubisoft

Montreal, Quebec, Canada (On-Site)
1 Month ago
Dolby Laboratories - Senior Computer Vision Researcher

Dolby Laboratories

Bengaluru, Karnataka, India (Hybrid)
7 Months ago
NVIDIA - Principal Engineer

NVIDIA

(Remote)
1 Month ago
Zoox - Senior/ Staff Software Engineer - Simulation Workload Orchestration

Zoox

Foster City, California, United States (Hybrid)
6 Months ago
Zoox - Senior/Staff Software Engineer - Simulator

Zoox

Seattle, Washington, United States (Hybrid)
6 Months ago
Alpha Sense - Lead AI Platform Engineer

Alpha Sense

New York, New York, United States (On-Site)
4 Months ago
Google - Software Engineer III, AI/ML

Google

Hyderabad, Telangana, India (On-Site)
1 Week ago

Get notifed when new similar jobs are uploaded

About The Company

Where imagination meets innovation, delivering limitless gaming experiences.

Dublin, County Dublin, Ireland (On-Site)

London, England, United Kingdom (On-Site)

Bangkok, Bangkok, Thailand (On-Site)

San Jose, California, United States (On-Site)

State Of São Paulo, Brazil (On-Site)

San Jose, California, United States (On-Site)

View All Jobs

Get notified when new jobs are added by ByteDance

Level Up Your Career in Game Development!

Transform Your Passion into Profession with Our Comprehensive Courses for Aspiring Game Developers.

Job Common Plug