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Robotics Control Policy Researcher - Reality Labs Research
MetaUnited Statesfull_timeVerifiedPosted 27 Dec 2024
💰 $208,000/yr($147,000/yr – $208,000/yr)
About the role
At Reality Labs Research (RL-R), our goal is to explore, innovate and design novel interfaces and hardware subsystems for the next generation of virtual, augmented, and mixed reality experiences.
Our team is looking for a roboticist and experienced ML researcher to work with a collaborative team of researchers within Meta’s Reality Lab Research team. This team is leveraging groundbreaking advances in tools for human data collection, novel embodiments and ML-based control policies, thereby paving the way for generalizable and reliable robotic manipulators. You will work with a diverse and highly interdisciplinary team of researchers, engineers, and designers, and will have access to cutting edge technology, resources, and testing facilities.Robotics Control Policy Researcher - Reality Labs Research Responsibilities
$147,000/year to $208,000/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Equal Employment Opportunity and Affirmative Action Meta 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.
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 accommoda
Our team is looking for a roboticist and experienced ML researcher to work with a collaborative team of researchers within Meta’s Reality Lab Research team. This team is leveraging groundbreaking advances in tools for human data collection, novel embodiments and ML-based control policies, thereby paving the way for generalizable and reliable robotic manipulators. You will work with a diverse and highly interdisciplinary team of researchers, engineers, and designers, and will have access to cutting edge technology, resources, and testing facilities.Robotics Control Policy Researcher - Reality Labs Research Responsibilities
- Conducting collaborative research on developing control policies for a range of robotics platforms
- Development of brand new machine learned control policies such as Video Language Action models, Imitation Learning, and Reinforcement Learning
- Development of robotic data collection sets and evaluations
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- Ph.D. in computer science, engineering, or relevant degree and 5+ years experience working in robotics or related field
- 5+ years experience with generative AI models such as transformers, LLMs, VLMs, VLAs, and diffusion models
- 5+ years programming in Python, PyTorch, or JAX
- A track record of research output with your work published in top conferences and journals such as Robotics (RSS, ICRA, IROS, CoRL, T-RO, IJRR), Machine Learning (NeurIPS, ICML, ICLR, AAAI, JMLR), and Computer Vision (CVPR, ICCV, ECCV, TPAMI)
- Experience with robotics data collection for training models
- Understanding of modeling and analysis used in robotics including kinematics, dynamics, motion planning, perception, task planning, and control theory
- Experience working with robot manipulation
$147,000/year to $208,000/year + bonus + equity + benefits
Individual compensation is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base hourly rate, monthly rate, or annual salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base compensation, Meta offers benefits. Learn more about benefits at Meta.
Equal Employment Opportunity and Affirmative Action Meta 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.
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 accommoda
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