Research Engineer AI Computer Vision (PhD University Grad)
Detail de l'annonce :
Facebook AI Research (FAIR) is one of the top industrial research
organizations in the world. In the FAIR Computer Vision team, we
publish groundbreaking papers and release frameworks / libraries that
are widely used in the open-source community. We also collaborate
closely with Applied Research and Facebook Reality Labs to bring the
latest research findings to production. We are currently seeking
talented Research Engineers with experience in Computer Vision and
Computer Graphics to join a new large-scale research effort aimed at
coalescing multiple teams to make dramatic improvements in the
state-of-the-art for Embodied AI and applications in Augmented
Reality.The chosen candidate will work with a diverse and highly
interdisciplinary team of scientists, engineers, designers, product
managers as their cross-functional partner, and will have access to
cutting edge technology, resources, and research facilities. To learn
more about our research, visit https://research.facebook.com.
* Develop highly scalable algorithms based on machine learning and
neural network methodologies.
* Collaborate with Facebook AI Research (FAIR) scientists to
facilitate research that enables learning the semantics of data
(images, videos, audio).
* Apply knowledge of relevant research domains along with expert
coding skills to platform and framework development projects.
* Analyze, process, and annotate large datasets for use in the
training and evaluation of AI systems for use in both research and
production tasks.
* Adapt machine learning and neural network algorithms to best
exploit modern parallel environments (e.g. distributed clusters, GPUs,
TPUs, etc.).
* Currently has or in the process of obtaining PhD or BS/MS in
computer science or related field and 2+ years of experience in
Computer Vision and Artificial Intelligence.
* Experience with advanced image synthesis, including rasterization,
ray tracing, sampling, physically based shading and image processing
* Experience developing machine learning algorithms or machine
learning infrastructure in Python or C/C++.
* Must obtain work authorization in country of employment at the time
of hire, and maintain ongoing work authorization during employment.
* PhD degree or professional industry experience in the field of
computer vision, computer graphics, machine learning, robotics or
similar
* Experience bringing and optimizing high quality graphics
applications onto mobile platforms
* Previous experience working with Unity, including working with 3D
assets and external tools (DLLs), developing plug-ins, and programming
with C++, C# and/or Python
* Publication track record at conferences such as SIGGRAPH, CVPR,
ECCV, ICCV, NeurIPS, etc.
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