Visual Generation & Multimodal Evaluation Machine Learning Engineer Intern (AML-Ark-US) - 2027 Summer
ByteDanceResponsibilities
- Build evaluation systems for image and video models and agents, including generation quality, instruction following, multimodal understanding, and safety.
- Develop automated metrics, model-based evaluators, and reproducible human evaluation protocols.
- Design and develop video generation and debugging agents that orchestrate multi-step creative workflows.
- Build large-scale image and video data pipelines and use evaluation findings to improve models and products.
Requirements
- Currently pursuing a bachelor's or master's degree in computer science, artificial intelligence, machine learning, computer vision, or a related field.
- Have a strong foundation in deep learning and computer vision, including generative modeling fundamentals.
- Have practical experience with visual generation, multimodal LLMs, video understanding, or visual quality assessment.
- Have strong Python skills and proficiency with PyTorch, an equivalent framework, or a multimodal evaluation framework.
- Demonstrate research or engineering ability through publications, substantial projects, internships, or open-source work.
- Preferred qualifications include top-tier vision or machine learning publications, diffusion-based model and post-training experience, visual generation benchmark or evaluation-framework experience, and experience with agent frameworks or large-scale video data infrastructure.
Benefits
- Summer internship with hands-on experience, industry exposure, and real-world project work.
- Opportunities to explore career paths and participate in social events, learning programs, and development workshops.
- Applications are reviewed on a rolling basis, and candidates should state their availability and start and end dates in their resume.
Categories
About ByteDance
ByteDance is a global incubator of platforms at the cutting edge of commerce, content, entertainment and enterprise services - over 2.5bn people interact with ByteDance products including TikTok. 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. At ByteDance, we create together and grow together. That's how we drive impact - for ourselves, our company, and the users we serve. We are committed to building a safe, healthy and positive online environment for all our users. We have over 110,000 employees based in more than 30 countries globally. Join us.