Staff Machine Learning Engineer
Twelve LabsVideo Understanding company
Seoul, South KoreaSenior
Data & AI
About the role
TL;DR
Develop and optimize ML models for advanced video understanding and AI agent projects.
- •Join Twelve Labs, a leading AI company, as a Staff Machine Learning Engineer on the Pegasus team.
- •You'll work on advanced AI projects, including video understanding, deep tech, and AI agent development.
- •Key Responsibilities Develop and optimize ML models for video understanding.
- •Collaborate with the team to enhance video analysis capabilities.
- •Implement and improve video language models (VLM).
- •Contribute to the development of ML infrastructure and tools.
- •Ensure high-quality model performance and scalability.
- •Stay updated with the latest AI trends and technologies.
- •Requirements Highly hands-on experience with ML model development.
- •Strong background in ML frameworks and libraries.
- •Experience with video understanding and AI agents.
- •Excellent problem-solving and analytical skills.
- •Ability to work independently and as part of a team.
Required skills
PythonTensorFlowPyTorchscikit-learnHugging FaceComputer VisionNLPLLMsMLflowKubeflowSageMakerVertex AIONNXJAXAWS
Domain expertise
deeptech
Tech stack
PythonTensorFlowPyTorchscikit-learnHugging FaceComputer VisionNLPLLMsMLflowKubeflowSageMakerVertex AIONNXJAXAWSGoogle CloudAzureTerraformCloudFormationPulumiAWS LambdaEC2S3RDSECSEKSGKECloud RunBigQueryRedshift