Research Scientist Intern, Reinforcement Learning

Company:  Meta
Location: Paris
Closing Date: 19/11/2024
Salary: £80 - £100 Per Annum
Type: Temporary
Job Requirements / Description
We are committed to advancing the field of artificial intelligence by making fundamental advances in technologies to help interact with and understand our world. We are seeking individuals passionate in areas such as deep learning, computer vision, audio and speech processing, natural language processing, machine learning, reinforcement learning, computational statistics, and applied mathematics. Our internships are twelve (12) to sixteen (16), or twenty-four (24) weeks long and we have various start dates throughout the year.ResponsibilitiesDevelop 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.Minimum QualificationsCurrently has or is in the process of obtaining a Master 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.Preferred QualificationsInterest in pursuing a PhD in ML/AI.Demonstrated experience and self-driven motivation in solving analytical problems using quantitative approaches.ML/AI research and/or work experience in deep reinforcement learning.Possibly evidence of research achievements in terms of publications at leading workshops or conferences such as NeurIPS, ICLR, ICML, CoRL, or similar.Demonstrated software engineer experience via an internship, work experience, coding competitions, or widely used contributions in open source repositories (e.g. GitHub).Experience working and communicating cross-functionally in a team environment.LocationsData CenterAbout MetaMeta 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 committed to providing reasonable support (called accommodations) in our recruiting processes for candidates with disabilities, long term conditions, mental health conditions or sincerely held religious beliefs, or who are neurodivergent or require pregnancy-related support. If you need support, please reach out to [email protected] is proud to be an Equal Employment Opportunity and Affirmative Action 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. We also consider qualified applicants with criminal histories, consistent with applicable federal, state and local law. We may use your information to maintain the safety and security of Meta, its employees, and others as required or permitted by law. You may view Meta Pay Transparency Policy, Equal Employment Opportunity is the Law notice, and Notice to Applicants for Employment and Employees by clicking on their corresponding links. Additionally, Meta participates in the E-Verify program in certain locations, as required by law.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, you may contact us at [email protected]. #J-18808-Ljbffr
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