(Senior) Data Scientist for Privacy Enhancing Technologies (m/f/d)
Huawei's Munich Research Center is responsible for advanced technology research, architectural development, design and strategic engineering of our products.
Huawei is a leading provider of information and communications solutions. Our products have been deployed in over 170 countries serving more than one third of the world’s population. For the Privacy Team of Huawei’s Munich Research Center (ERC), we are currently looking to
Join us as a
(Senior) Data Scientist for Privacy Enhancing Technologies (m/f/d)
Your mission
- Leveraging your expertise in AI and data science, work closely with privacy professionals to conceptualize and engineer cutting-edge privacy-preserving AI solutions such as machine learning algorithms and state-of-the-art generative AI models, which offer high utility and ensure that user data remains confidential and secure
- Track the trends of AI technologies, including the latest advancements in Large Language Model (LLMs) and Artificial Intelligence Generated Content (AIGC), and analyse the impact and potential for privacy design, develop, (empirically) evaluate, and optimize proofs of concepts and software prototypes of related technologies for Huawei products
- Improve state-of-the-art solutions and participate in the transfer of theoretic research concepts into cutting edge technologies for future Huawei products
- Evaluate the practicability of Privacy Enhancing AI Technologies for different scenarios in terms of functionality, utility, overhead, Security, Privacy, and risk. Promote and motivate the most suiting technologies
- Work together with other teams and communicate results in conferences, workshops, and journals
Your areas of expertise
- 2+ years of experience or PhD degree in Machine Learning/AI or related field
- Master in Computer Science, Data Science, Electrical Engineering, or other domain-related disciplines with above average grades, preferably with a doctor’s degree
- Experience with Deep Learning frameworks like Tensor flow, Pytorch, Keras
- Experience with Big Data Technology like MapReduce, Hadoop, Spark, etc.
- Demonstrated skills of programming in Python, Java or other high-level languages
- Solid skills in algorithm development, optimization, and empirical performance assessment
- Hands-on experience in developing, fine-tuning, or deploying Large Language Models (LLMs) for a variety of applications, including NLP tasks, content generation, and privacy-preserving AI solutions. Familiarity with the architecture, training, and optimization of LLMs is highly desirable
- Experiences of applying (NLP-based) AI techniques to identify sensitive information and semi-automatically apply protection to achieve privacy compliance requirements are a plus
- Knowledge or experience with Privacy Enhancing Technologies is a plus.
High interest in bridging theory and practice - A strong publication record would be a plus
- Excellent communication skills, can-do-attitude, team-work-spirit, and independent working capabilities are required
- Fluent written and spoken English
By applying to this position, you agree with our Recruitment Privacy Statement. You can read in full our privacy policy here.
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.
Huawei is a 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. Our ICT solutions, products and services are used in more than 170 countries and regions, serving over one-third of the world's population. With 197,000 employees, Huawei is committed to develop the future information society and build a Better Connected World.
- Department
- Trustworthy Technology and Engineering 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.
(Senior) Data Scientist for Privacy Enhancing Technologies (m/f/d)
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