Meta AR/VR Job | Applied Machine Learning Research Scientist, AR and VR | Oculus
Job（岗位）: Applied Machine Learning Research Scientist, AR and VR | Oculus
Type（岗位类型）: Machine Learning | Research
Citys（岗位城市）: Redmond, WA | Remote, US
Date（发布日期）: 2022-1-8
Summary（岗位介绍）
Facebook Reality Labs is looking for talented researcher to help create the next generation of virtual and augmented reality. Our research focuses on developing comprehensive solutions to complex tracking problems, delivering novel technologies and algorithms fundamental to future VR and AR systems. You’ll have the unique opportunity to work with industry-leading researchers and engineers who are defining the future of VR and AR.
As an Applied Machine Learning Research Scientist, you will bring to bear cutting edge ideas from machine learning to advance eye tracking research initiatives from paper analysis to full proof-of-concept platforms. We welcome candidates who strive for a deep understanding of complex systems and who harbor a strong desire to push beyond state-of-the-art. The ideal candidate is a passionate coder and self-starter who is capable of driving new research initiatives from ground up, from hypothesis formulation to simulation and/or data collection to developing a proof-of-principle working solution and effectively communicating research findings to a diverse audience of inter-disciplinary researchers and product partners.
Qualifications（岗位要求）
PhD degree in Computer Science, Applied Math, Physics or a related STEM field
Proven track record of achieving results as demonstrated in accepted papers at top computer vision, machine learning or scientific computing conferences such as NeurIPS, ICML, ICPR, CVPR, and journals such as JMLR, IEEE Trans., Neural Computation
2+ years of experience working in industry research environment working on applied machine learning problems
4+ years of experience working with statistical data analysis packages such as Pandas, Scikit-learn, SciPy
4+ years of experience with deep learning model development tools such as Pytorch/TensorFlow
5+ years experience with Python
Must obtain work authorization in the country of employment at the time of hire and maintain ongoing work authorization during employment
Description（岗位职责）
Identify relevant cutting edge research advances in machine learning/computer vision to solve open research problems in eye tracking technology development and applications
Research, model, design, and/or build proof-of-principle algorithmic solutions to improve state-of-the art in eye-tracking
Collaborate with researchers and engineers across diverse disciplines
Communication and documentation of research agenda, progress and results
Additional Requirements（额外要求）
Familiarity with advanced topics in deep learning including generative models such as GANs/VAEs, Bayesian learning, and recurrent neural networks
Demonstrated experience with good software engineering practices such as code review and code documentation
High levels of creativity and quick problem solving capabilities
Interpersonal skills: cross-group and cross-culture collaboration
