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We are committed to advancing the field of artificial intelligence by making fundamental advances in technologies to help interact with and understand our world. Our team is seeking individuals passionate about areas such as deep learning, computer vision, audio and speech processing, natural language processing, machine learning, reinforcement learning, computational statistics, and applied mathematics.
Responsibilities:- Develop novel state-of-the-art reinforcement learning algorithms and corresponding systems, leveraging various deep learning techniques.
- Analyze and improve efficiency, scalability, and stability of corresponding deployed algorithms.
- Perform state-of-the-art research to advance the science and technology of Machine Learning and Artificial Intelligence.
- Collaborate with researchers and cross-functional partners, including communicating research plans, progress, and results.
- Publish research results and contribute to research that can be applied to Meta product development.
- Currently has or is in the process of obtaining a PhD degree in Machine Learning, Artificial Intelligence, Computer Science, Reinforcement Learning, Mathematics, or relevant technical field.
- Solid background on the foundations of reinforcement learning.
- Ability to implement and run reinforcement learning algorithms in complex environments.
- Experience collaborating within a team to solve complex problems.
- Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
- Experience with Python, C++, C, Java, or other related languages.
- Experience with deep learning frameworks such as PyTorch or JAX.
- Experience building systems based on machine learning and/or deep learning methods.
- Research experience with algorithms for sequential decision-making, e.g., planning, reinforcement learning, or similar.
