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Distributed Training Systems Engineer, Sora
1 month ago
The Sora team at OpenAI is focused on advancing the capabilities of video models. We are a hybrid research and product team that seeks to understand and expand the capabilities of our video models, while ensuring their reliability and safety. We accomplish this through both theoretical research and real-world deployments to distribute their benefits widely.
About the Role
As a Distributed Systems/ML engineer, you will work on improving the training throughput for our internal training framework and enable researchers to experiment with new ideas. This requires good engineering skills, writing bug-free machine learning code, and acquiring deep knowledge of the performance of supercomputers. We're looking for people who love optimizing performance, understanding distributed systems, and who cannot stand having bugs in their code.
This role is based in San Francisco, CA. We use a hybrid work model of 3 days in the office per week and offer relocation assistance to new employees.
Key Responsibilities
Collaborate with researchers to develop systems-efficient video models and architectures
Apply the latest techniques to our internal training framework to achieve impressive hardware efficiency for our training runs
Profile and optimize our training framework
Requirements
Have experience working with multi-modal ML pipelines
Love diving deep into systems implementations and understanding their fundamentals in order to improve their performance and maintainability
Have strong software engineering skills and are proficient in Python
Have experience understanding and optimizing training kernels
Are passionate about understanding stable training dynamics
About OpenAI
OpenAI is an AI research and deployment company dedicated to ensuring that general-purpose artificial intelligence benefits all of humanity. We push the boundaries of the capabilities of AI systems and seek to safely deploy them to the world through our products. AI is an extremely powerful tool that must be created with safety and human needs at its core, and to achieve our mission, we must encompass and value the many different perspectives, voices, and experiences that form the full spectrum of humanity.
We are an equal opportunity employer and do not discriminate on the basis of race, religion, national origin, gender, sexual orientation, age, veteran status, disability or any other legally protected status.
At OpenAI, we believe artificial intelligence has the potential to help people solve immense global challenges, and we want the upside of AI to be widely shared.
