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Description:
The Opportunity:
As a company, we are committed to creating maximum value for telecom operators, enterprises and consumers by providing competitive solutions and services. Our products and solutions have been deployed in over 140 countries, serving more than one third of the world's population. Huawei's vision is to enrich life through communication.
Description
Huawei is a leading global information and communications technology (ICT) solutions provider. Through our dedication to customer-centric innovation and strong partnerships, we have established end-to-end advantages in telecom networks, devices and cloud computing. We are committed to creating maximum value for telecom operators, enterprises and consumers by providing competitive solutions and services. Our products and solutions have been deployed in over 170 countries, serving more than one third of the world's population. Huawei has over 180,000 employees, approximately 80,000 of which are engaged in Research & development. Huawei operates a global network of 14 regional headquarters, 16 R&D Centers, 28 Innovation Centers jointly operated with customers, and 45 Training Centers. Huawei is leading the way by rethinking the future. From devices to telecom infrastructure to cloud computing and convergence solutions, we are rethinking every link in the chain with ICT based innovation to deliver a better future... faster.
About this position
The Cloud AI team at the Huawei Research America is seeking Computer Vision Researcher to conduct applied research and industrial practice in Computer Vision and Machine Learning.
We are interested in all components of an AI Platform on Cloud, including but not limited to machine learning and deep learning framework, visual recognition and understanding algorithm, object recognition/detection/segmentation algorithms, knowledge graph engine and efficient inference algorithm, large scale data analysis framework, etc. We are leading researchers and engineers from worldwide to create adaptive and high performance AI engines on Huawei's Cloud for real-world applications, such as image recognition, face recognition, content moderation, image caption, action recognition, video summarization, financial fraud detection, anomaly detection, behavioral analysis, acceleration on heterogeneous platforms, user-behavior modeling in e-commerce, etc.
This position enables one to work with our team members with backgrounds in analytics and systems, distributed systems, parallel algorithms, etc., as well as collaborating with academic partners in universities. We encourage researchers/engineers/students actively creating algorithms/software/systems to solve real-world problems, and contributing to high-quality open-source communities, and actively publishing papers. We are recruiting skillful computer vision researcher and/or software developer with multi-disciplinary backgrounds to contribute to the growth of the company and the success of our society.
Responsibilities
Design and develop computer vision algorithms, systems, and products, such as face recognition, face attribute recognition, object detection, image recognition/segmentation/understanding, object tracking, video understanding, action recognition, and pose estimation
Conduct research on computer vision and deep learning algorithms to solve real-world problems
Implement research papers and build prototypes
Work with collaborating teams and provide technical assistance
Requirements
Minimum Requirements:
BS, MS or above in Engineering, Computer Science, Machine Learning, Statistics or related fields
Good understanding of common computer vision and machine learning algorithms as well as popular platform
Skills with C/C++ or other programming language, as well as Python or other similar scripting language
Familiar with at least one mainstream deep learning frameworks, such as Caffe, Tensorflow, Karas and MXNet
1+ year experience in computer vision, machine learning, and deep learning
Preferred:
PhD in Engineering, Computer Science, Machine Learning, Statistics or related fields
Experience in front-end visualization/HCI and/or back-end database practice
Experience with building backend service with Django, Flask, etc.
Experience with cloud and mobile computing
Publications in top-tier computer vision and machine learning conferences and journals
Experience in Open Source Big Data Ecosystem
Experience with industrial practice of linear algebra, deep learning, statistics
Huawei Inc. is proud to be an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, disability, protected veteran status, or any other characteristic protected by law.
Why work for us?
Our contract sales reached $92 billion USD in 2017, a year on year increase of 20.6%.
We invest in engineering and innovation - 80,000+ of our 180,000 global employees work in R&D.
Globally ranked #1 for International Patent Submissions.
We continually invest heavily in global community involvement programs.
We support green energy - Lowered CO2 emissions by 13,000 tons via Huawei's green packaging solutions
We are a member of 130 standard bodies.
Engaged in over 100 research projects with 50+ Universities in the United States