Senior Research Scientist/Engineer-Text Detection/Recognition
Company: OPPO
Location: Palo Alto
Posted on: February 13, 2021
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Job Description:
Job purpose
Looking to make an impact in the future using your AI knowledge?
This position aims to use latest deep learning/machine learning
methods to build the world's best text detection and recognition
techniques. Our fast-growing team will provide users a more
convenient life with strong technology products. And we are looking
for a Research Scientist/Engineer to build our next generation
online and offline version. You will deal with different types of
data and use the latest modules and invention ideas to develop a
high-performance detection/recognition model.Duties and
responsibilities
Responsibilities
As a Senior Research Engineer focusing on advanced text
detection/recognition and image processing, you will be responsible
for developing and improving deep learning and computer vision
models. Your work will give you an opportunity to work across
teams: working with the engineer team to deploy the models on the
cloud or mobile devices, working with customer team to prioritize
improvements based on real world feedback, and working with our
front-end team to craft end-user apps that best show off your
work.Your roles:--- Seek scientific solutions to highly ambiguous
problems by crafting a technical vision and building consensus
across teams--- Develop, evaluate, improve, optimize, and deploy
our advanced models, such as text detection/recognition, layout
analysis, table analysis, page detection, field extraction, font
analysis, etc.--- Identify benchmark datasets relevant to different
industries and use-cases and work towards production-quality
performance on them--- Devise ways to extract information from
images beyond just text: document structure and flow, font and
styling information, logos and tables
Requirements
--- PhD degree or MS degree with 3-5 years of professional
experience in Computer Science, Electrical Engineering, Statics,
Mathematics or equivalent.--- Strong mathematical foundation in
machine learning and deep learning.--- Track record of developing
demanding deep learning algorithms and applications.--- Experience
in developing deep learning algorithms for object detection and
recognition, etc.--- Experience with at least one of the deep
learning frameworks such as TensorFlow, PyTorch, Keras, Caffe, and
MXNet.--- Strong programming skills in Python, C/C++, Java,
etc.
Preferred Qualifications
--- Experience in deploying deep learning algorithms on mobile
platforms--- Experience in quantization/acceleration for deep
learning models.--- Strong background in smartphone
architecture.--- Strong track record of Android development.---
Publications in top tier international conferences and journals,
such as CVPR/ECCV/ICCV/NeurIPS/ICLR/PAMI/IJCV, etc.
Keywords: OPPO, Palo Alto , Senior Research Scientist/Engineer-Text Detection/Recognition, Engineering , Palo Alto, California
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