ML Research Engineer, Video Cognition System
Twelve LabsVideo Understanding company
Seoul, South Korea$110K - $110KSenior
Data & AI
About the role
TL;DR
Explore video cognition and translate research into scalable systems.
- •This role involves exploring fundamental questions in video reasoning and translating research ideas into robust systems.
- •Key Responsibilities Explore fundamental questions in video reasoning, retrieval-guided QA, and multimodal understanding.
- •Translate research ideas into robust, scalable systems.
- •Build and optimize pipelines that support indexing, retrieval, and agentic workflows.
- •Requirements Research or engineering experience in video understanding, multimodal retrieval, temporal reasoning, or agent-driven workflows.
- •Ability to define meaningful research questions.
- •Strong technical skills in machine learning and AI.
Required skills
PythonTensorFlowPyTorchscikit-learnHugging FaceComputer VisionNLPLLMsAWSGoogle CloudKubernetesCI/CDDockerElasticsearchPostgreSQL
Domain expertise
ai
Tech stack
PythonTensorFlowPyTorchscikit-learnHugging FaceComputer VisionNLPLLMsAWSGoogle CloudKubernetesCI/CDDockerElasticsearchPostgreSQLRedisMongoDBAirflowApache KafkaApache FlinkGitLinux