PhD Candidate for NN Based Image and Video Compression (m/f/d)
Huawei is a leading telecom solutions provider. Through continuous customer-centric innovation, we have established end-to-end advantages in telecom network infrastructure, application & software, and professional services and devices. With comprehensive strengths in wireline, wireless and IP technologies, Huawei has gained a leading position in the All-IP convergence age. Our products and solutions have been deployed in over 100 countries and have served 45 of the world's top 50 telecom operators, as well as one third of the world's population.
Huawei’s vision is to enrich people's lives through communication. By leveraging our experience and expertise in the telecom sector, we help bridge the digital divide and give people the opportunity to join the information age, regardless of their geographic origin.
Huawei’s German Research Center in Munich (Munich Research Center) is responsible for advanced technical research, architecture evolution design and strategic technical planning. Now we are looking for a
PhD Candidate for NN based image and video compression (m/f/d)
to develop and implement image and video coding NN based algorithms, with the focus on complexity and power consumption aspects. We are looking for enthusiastic and highly motivated PhD candidate who will contribute to the research and development of NN based image and video compression. The PhD candidate has the possibility to attend the international conference and present the developed technologies to the international community.
Your responsibilities:
- Research on innovative algorithms in the field of image/video compression;
- Implement designed algorithm on Smartphone (under supervisor of experienced engineers);
- Optimize NN based algorithms considering complexity and power consumption;
- Generate papers and technical reports if possible.
Our requirements:
Required:
- You have recently completed or will soon complete your master studies in electrical engineering, information technology, computer science, mathematics or physics
- You have a deep interest in the topics related to video processing and artificial intelligent
- You enjoy working in a team and you like to collaborate with researchers to develop creative solutions
- You are fluent in English (written and spoken)
- Understanding for basic principle of NN structure, training and inference (Tensorflow, Pytorch, Keras)
- Good software skills - knowledge of Python or other scripting language experience (bash, perl, ruby), C/C++
Preferred:
- Experience in image or/and video coding standardization;
- Experience in NN signal based processing
- German language is considered as a plus;
- Capability to develop video coding optimization algorithms, targeting overall coding system structural optimization;
- Knowledge and understanding of the existing video coding technologies and standards, such as H.265/HEVC, H.266/VVC, AV1 and reference software (HM, VTM) is considered as a plus.
This is a fixed-term position as PhD. employee for 3 years.
Must be eligible to work in the European Union to be considered for this position.
If you are enthusiastic to shape the Munich Research Center in Munich together with us, being part of a multicultural team and growing environment, feel free to contact us. Driving future technologies with focus on customer satisfaction is one of our missions. Join us!
By applying to this position, you agree with our PRIVACY STATEMENT. You can read in full our privacy policy via the link below.
https://www.huawei.com/en/privacy-policy
Your rewards of working here
- Our culture is characterized by innovative power and team spirit as well as the intensive exchange of knowledge and experience within our global network.
- We offer healthy meals ranging from traditional Chinese to western delicacies in our famous company canteen.
- To keep your development ongoing, you will find a broad range of training opportunities. Many online and face-to-face training programs incl. language courses in German and Mandarin.
- Our diverse and welcoming environment is shaped by different backgrounds and around 40 individual nationalities.
- Self-responsible work in a competent, motivated and constantly growing team.
Please send your application and CV (incl. cover letter and reference letters) in English.
- Department
- Audiovisual Technology Laboratory
- Locations
- Munich
Munich
About Huawei Research Center Germany & Austria
Huawei's vision is to enrich life through communication. We are a fast growing and leading global information and communications technology (ICT) solutions provider.
Driven by a commitment to operations, ongoing innovation, and open collaboration, we have established a competitive ICT portfolio of end-to-end solutions in Telecom and enterprise networks, Devices and Cloud technology and services.
Huawei is active in more than 170 countries and has over 197,000 employees of which more than 80,000 are engaged in research and development (R&D). With us you have the opportunity to work in a dynamic, multinational environment with more than 150 nationalities worldwide.
PhD Candidate for NN Based Image and Video Compression (m/f/d)
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