RE/RS, Data Understanding (MM)

The role

You will advance how OpenAI prepares, curates, synthesizes and understands multimodal data at scale. This involves working on research and production problems like synthesizing multimodal content and improving data pipelines.

What you will do

• Synthesize multimodal content including images, audio, and video and their supervisions
• Improve noisy data pipelines
• Build better quality filters
• Use models to automate data prep
• Measure whether changes in the dataset improve model performance
• Own and drive a research agenda
• Carry long-running work through to impact

Required qualifications

• Strong track record of new or improved ML ideas through publications, projects, or applied research

Nice to have

• Experience with multimodal learning, audio, vision, video, synthetic data, or data-centric ML
• Thoughtfulness about AI's impact, including privacy, provenance, and data quality
• Experience building high-performance deep learning or large-scale data processing systems

About the company

OpenAI is an AI research and deployment company dedicated to ensuring that general-purpose artificial intelligence benefits all of humanity. They seek to safely deploy AI through their products.