| Location | Menlo Park, CA |
Our team builds synthetic data and simulation tools & infra to train AI agents that use computers to complete everyday tasks. We are looking for a PhD intern to research how to generate tasks that require stronger planning and reasoning, with an initial focus on planning and navigation workflows. The intern will design generation methods, build prototypes, and run experiments to understand which kinds of task difficulty help agents learn. The project combines research with practical engineering and offers an opportunity to contribute to training data for frontier models. Research methods for generating diverse, challenging reinforcement learning (RL) tasks with reliable success checks. Develop ways to measure and control task difficulty. Evaluate agent performance and distinguish reasoning failures from problems in tasks or environments. Build reproducible experiments and communicate findings and limitations.Currently has, or is obtaining, a PhD in computer science or a related field Proficiency in Python Experience designing and implementing machine learning experiments Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment Proficiency in HTML, TypeScript, Docker, SQL & AWS Experience with language models, reinforcement learning, AI agents, automated planning, synthetic data, or evaluation methods Intent to return to the degree program after the completion of the internshipMeta builds technologies that help people connect, find communities, and grow businesses. When Facebook launched in 2004, it changed the way people connect. Apps like Messenger, Instagram and WhatsApp further empowered billions around the world. Now, Meta is moving beyond 2D screens toward immersive experiences like augmented and virtual reality to help build the next evolution in social technology. People who choose to build their careers by building with us at Meta help shape a future that will take us beyond what digital connection makes possible today-beyond the constraints of screens, the limits of distance, and even the rules of physics.Meta is proud to be an Equal Employment Opportunity employer. We do not discriminate based upon race, religion, color, national origin, sex (including pregnancy, childbirth, reproductive health decisions, or related medical conditions), sexual orientation, gender identity, gender expression, age, status as a protected veteran, status as an individual with a disability, genetic information, political views or activity, or other applicable legally protected characteristics. You may view our Equal Employment Opportunity notice here .Meta is committed to providing reasonable accommodations for qualified individuals with disabilities and disabled veterans in our job application procedures. If you need assistance or an accommodation due to a disability, fill out the Accommodations request form .