Twelve Labs

Research Internship

Seoul, South Korea

Not SpecifiedCompensation
Entry Level & New GradExperience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Consumer SoftwareIndustries

Requirements

Candidates should have proficiency in Python and PyTorch. Experience and interest in research related to Large Language Models, Vision Language Models, Video Language Models, Video Representation Learning, Video Understanding, or Action Recognition is preferred. A proactive and responsible attitude towards tasks is essential, along with effective communication and collaboration skills. Experience with real-world deep learning projects and a record of research publications in top-tier AI conferences are also desirable.

Responsibilities

The research intern will participate in AI research projects related to the Video Foundation Model, including hypothesis validation and research development. They will design and discuss strategies for data collection and annotation necessary for model training, and regularly communicate with team members, including project leads, to provide feedback on ongoing projects.

Skills

Python
PyTorch
Large Language Models
Vision Language Models
Video Language Models
Video Representation Learning
Video Understanding
Action Recognition
Deep Learning
Data Collection
Data Annotation

Twelve Labs

AI system for video content understanding

About Twelve Labs

Twelve Labs focuses on artificial intelligence and video understanding by developing a system that analyzes videos to extract key features like actions, objects, and speech. This information is transformed into vector representations, enabling fast semantic search within large video datasets. The company differentiates itself by providing a platform that is faster and more effective than many existing models, allowing developers and product managers to easily integrate its technology through an API. Twelve Labs aims to make all videos searchable, enhancing the way businesses utilize video content.

Key Metrics

San Francisco, CaliforniaHeadquarters
2021Year Founded
$104.2MTotal Funding
EARLY_VCCompany Stage
Enterprise Software, AI & Machine Learning, EducationIndustries
51-200Employees

Risks

Increased competition from emerging AI startups in video understanding.
Rapid AI advancements require continuous innovation, straining resources.
Potential over-reliance on key investors like SK Telecom and Databricks.

Differentiation

Twelve Labs offers a comprehensive AI system for multimodal video understanding.
Their technology transforms video content into vector representations for fast semantic search.
The platform's API allows easy integration into clients' systems with minimal effort.

Upsides

Growing demand for AI-driven video analytics in education, healthcare, and security sectors.
Recent $30 million funding enhances technology development and strategic partnerships.
Collaboration with cloud providers boosts scalability and efficiency of video processing.

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