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Research Intern (Video Data Compression and Application) - 2026 Start (PhD)ByteDance • San Diego, California, United States
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Research Intern (Video Data Compression and Application) - 2026 Start (PhD)

ByteDance
  • US
    San Diego, California, United States
  • US
    San Diego, California, United States
Jetzt Bewerben

Über

Responsibilitie About the Team Our Multimedia Lab aims to explore and lead cutting-edge technologies in the multimedia field, deeply participate in international multimedia standardization work, provide software and hardware solutions for multimedia content generation, analysis/processing, innovative interaction, etc., and empower our business in many aspects, such as cost, experience, and capabilities. We are seeking exceptional Ph.D. students with research backgrounds in video and image compression, Gaussian splatting-based coding, token compression, and large multimodal models (VLMs/LLMs). Ideal candidates should demonstrate a strong track record of research excellence, strong capabilities in large multimodal model applications, a passion for advancing the future of multimedia technologies, and the potential to become leading experts in the field. Internships at ByteDance aim to provide students with hands-on experience in developing fundamental skills and exploring potential career paths. A vibrant blend of social events and enriching development workshops will be available for you to explore. Here, you will utilize your knowledge in real-world scenarios while laying a strong foundation for personal and professional growth. It runs for 12 weeks. PhD internships at ByteDance provide students with the opportunity to actively contribute to our products and research, and to the organization's future plans and emerging technologies. Our dynamic internship experience blends hands-on learning, enriching community-building and development events, and collaboration with industry experts. Applications will be reviewed on a rolling basis - we encourage you to apply early. Please state your availability clearly in your resume (Start date, End date). Responsibilities - Design, develop, and optimize innovative algorithms for data compression, processing, and large multimodal model applications, including but not limited to 2D video, multiview video, point clouds, Gaussian splatting-based or NN-based coding, token compression, and KV cache optimization. - Stay up to date with state-of-the-art techniques through standardization activities or leading conference/journal publications. - Build prototypes and demonstrations, and contribute to technical reports, publications, and patent filings. Qualification Minimum Qualifications - Current Ph.D. student in computer science/electrical engineering/mathematics/statistics/data science and related disciplines - Strong Computer Science fundamentals (algorithms, data structures, software design) and problem-solving skills - Familiar with token/image/video coding and processing or large multimodal models - Familiar with Python, PyTorch - Familiar with C/C++ - Collaborative mindset, with solid written and verbal communication skill Preferred Qualifications - Good understanding of state-of-art compression algorithms - Rich experience and interest in video/image coding standards (e.g., H.263/264/265/266, MPEG-2/4, JPEG, JPEG 2000, AV1, AV2, AVS1/2/3, etc.) - Proficient in deep learning frameworks such as PyTorch, TensorFlow, and YOLO. - Hands-on experience with large language models (LLMs) and vision-language models (VLMs), including LoRA, diffusion models, and VQA tasks. - Experience with model training, fine-tuning, and evaluation pipelines. - Familiar with GPU acceleration and CUDA environment configuration. Job Information [For Pay Transparency]Compensation Description (Hourly) - Campus Intern The hourly rate range for this position in the selected city is $57- $57.
Benefits may vary depending on the nature of employment and the country work location. Interns have day one access to health insurance, life insurance, wellbeing benefits and more. Interns also receive 10 paid holidays per year and paid sick time (56 hours if hired in first half of year, 40 if hired in second half of year). Interns who are not working 100% remote may also be eligible for housing allowance.
The Company reserves the right to modify or change these benefits programs at any time, with or without notice.
For Los Angeles County (unincorporated) Candidates:
Qualified applicants with arrest or conviction records will be considered for employment in accordance with all federal, state, and local laws including the Los Angeles County Fair Chance Ordinance for Employers and the California Fair Chance Act. Our company believes that criminal history may have a direct, adverse and negative relationship on the following job duties, potentially resulting in the withdrawal of the conditional offer of employment:
1. Interacting and occasionally having unsupervised contact with internal/external clients and/or colleagues;
2. Appropriately handling and managing confidential information including proprietary and trade secret information and access to information technology systems; and
3. Exercising sound judgment. About U 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 ByteDance 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.
Diversity & Inclusion
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. Reasonable Accommodation 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
  • San Diego, California, United States

Sprachkenntnisse

  • English
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