Research Scientist, AI Security

1 week ago

San Francisco, California, United States OpenAI Full time
About the Team

The Safety Systems team at OpenAI is responsible for ensuring the safe deployment of our AI models to benefit society. We are at the forefront of OpenAI's mission to build and deploy safe AGI, driving our commitment to AI safety and fostering a culture of trust and transparency.

We are facing emergent challenges in the security and privacy domains specific to large language models, and we seek to learn from deployment and distribute the benefits of AI while ensuring responsible and safe use.

About the Role

We are seeking strong research engineers to pioneer methodologies and implement systems to reduce risks of AI security and privacy research challenges during model deployment.

You will have the opportunity to shape the vision of this problem domain, work on the cutting edge of AI research, and collaborate closely with cross-functional teams to improve AI security and privacy protection of our models and systems.

Key Responsibilities
  • Design, implement, and evaluate novel methods to protect AI models and systems from threats such as data extraction and model inversion attacks.
  • Collaborate with the Post Training team to integrate privacy-preserving techniques into AI model development.
  • Lead efforts in researching and implementing solutions to mitigate risks proactively associated with data poisoning, membership inference attacks, and more.
  • Work closely with cross-functional teams to establish security and privacy best practices and guidelines for model deployment.
Requirements
  • Strong motivation by OpenAI's mission of building safe, universally beneficial AGI and alignment with OpenAI's charter.
  • Hold a Ph.D. or other degree in computer science, AI, machine learning, or a related field.
  • 3+ years of experience in the field of AI security and privacy research for deep learning models, especially in areas like membership inference, privacy-preserving ML, and adversarial attacks.
  • Deep understanding of deep learning research and/or strong engineering skills, particularly proficient in programming languages such as Python and machine learning frameworks like PyTorch (preferred) or TensorFlow.
  • Goal-oriented instead of method-oriented, and not afraid of tedious but high-value work when needed.
  • Team player who enjoys collaborative work environments.
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.

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.

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