Research ML Intern: Video AI, Onsite Singapore

Speedrun Talent Network; Singapore; Hybrid; SGD 28,000 - 42,000; Full time

Benefits offered by this job

Visa support

Housing assistance for international

Job summary

Cantina Labs is seeking exceptional machine learning interns to work on the next generation of video models in Singapore for a three-month onsite internship starting October 2026. You will be matched to a project and work closely with a senior mentor from problem formulation through experimentation, evaluation, and potential conference submission.

You’ll gain hands-on experience with data pipelines, model training, and evaluation tooling, using Python, FFmpeg, PyAV, and OpenCV, with a

Qualifications

• Pursuing a bachelor’s or master’s degree in computer science, engineering, ML, or related field.
• Experience building data pipelines, ML infrastructure, or distributed systems through research, coursework, open-source contributions, or previous internships.
• Familiar with tools such as Ray, PySpark, Airflow, Docker, Kubernetes, or equivalent technologies.
• Proficient in Python and building reliable systems for large-scale ML.

Responsibilities

• Develop reward models to improve aesthetics, motion quality, temporal consistency, and prompt adherence.
• Study base-model behavior and use findings to inform model development.
• Design rigorous evaluations and conduct large-scale experiments on generative video models.
• Build systems for ingesting, preprocessing, curating, and delivering large-scale video datasets.
• Develop distributed pipelines for dataset generation, deduplication, preprocessing, and refreshed datasets.
• Improve reliability, reproducibility, and efficiency of data and model-training workflows.
• Build tooling for video and multimodal data using FFmpeg, PyAV, DALI, or OpenCV.
• Contribute to evaluation harnesses, model integrations, research tooling, or product-adjacent projects.

Skills

Python

Data pipelines

ML infrastructure

Distributed systems

Education

Bachelor's or Master's in CS/Engineering/ML

Tools

Ray

PySpark

Airflow

Docker

Kubernetes

Job description

Cantina Labs is seeking exceptional machine learning interns to work on the next generation of video models in Singapore for a three-month onsite internship starting October 2026. You will be matched to a project and work closely with a senior mentor from problem formulation through experimentation, evaluation, and potential conference submission.

You’ll gain hands-on experience with data pipelines, model training, and evaluation tooling, using Python, FFmpeg, PyAV, and OpenCV, with a