Meta AR/VR Job | Research Engineering Intern, Neural Interfaces for AR/VR (PhD)
Job（岗位）: Research Engineering Intern, Neural Interfaces for AR/VR (PhD)
Type（岗位类型）: Computer Vision | Machine Learning, Research
Citys（岗位城市）: New York, NY
Date（发布日期）: 2021-12-15
Summary（岗位介绍）
Meta Reality Labs is looking for Research Engineer Interns to help us unleash human potential by eliminating the bottlenecks between intent and action. To achieve this, we’re building a practical neural interface drawing on the rich motor neuron signals that can be measured non-invasively. Our research lies at the intersection of computational neuroscience, machine learning, signal processing, statistics, biophysics, motor learning, perceptual psychophysics, 3D interfaces, AR/VR and human-computer interaction. We’re looking for people who want to shape the future of this technology and are excited about joining our collaborative research team that has grown out of the acquisition of CTRL-labs.
As a Research Engineer Intern working at RL-CTRL, you will drive cutting edge research and development for our EMG machine learning platform; create new AR/VR experiences that unlock the capabilities of our technology; productionize our research results, and work with scientists, software engineers, hardware engineers and designers to advance the company’s science and AR/VR agenda. To do so, you will need strong problem solving abilities, excellent communication skills, extensive programming experience, and a passion for efficient tools and systems.
Our internships are twelve (12) to sixteen (16) weeks long, and we have various start dates throughout the year.
Qualifications（岗位要求）
Currently has, or is in the process of obtaining, a PhD degree in Computer Science, Electrical Engineering, or Electrical and Computer Engineering in the field of computer vision, machine learning, computer graphics, or natural language processing.
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment.
3+ years of research experience or equivalent graduate research experience in machine learning, deep learning, computer vision and/or 3D graphics, and/or natural language processing.
3+ years of Programming experience in Python and hands-on experience with frameworks such as PyTorch.
Description（岗位职责）
Research and develop Deep Learning models at the intersection of Computer Vision, Natural Language Processing and EMG signal processing.
Design methods, tools and infrastructure to analyze and leverage rich multimodal data sets.
Collaborate with research scientists and research engineers to develop innovative deep learning models that define the next generation EMG-based AR/VR interaction techniques.
Work side-by-side with research scientists to integrate core science goals to the deliverables.
Champion and promote good engineering practice on the science team.
Define short term research goals, informed by practical engineering concerns.
Help transition and deliver our work from research into product.
Present the outcomes of the research findings as papers in top tier conferences in the area of Natural Language Processing and/or Computer Vision and Graphics.
Additional Requirements（额外要求）
Proven track record in publishing papers in machine learning and/or computer vision conferences including CVPR, ICCV, ICRA, ECCV, NeurIPS, AAAI, ICLR, SIGGRAPH, ACL, NAACL, EMNLP, EACL, AACL, COLING.
Interpersonal experience: cross-group and cross-culture collaboration.
Demonstrated software engineering experience via an internship, work experience, coding competitions, open source contributions, or research.
Working in research environments where rapid iteration and flexibility is prioritized.
Experience with productizing new research results.
Experience with neuroscience, EMG, Brain-Machine-Interfaces, or human-computer-interactions.
