Auf einen Blick
- Aufgaben: Join our Privacy Team to develop cutting-edge AI solutions that protect user data.
- Arbeitgeber: Huawei is a global leader in information and communications solutions, impacting over one third of the world.
- Mitarbeitervorteile: Enjoy healthy meals, extensive training opportunities, and a diverse work environment with 40 nationalities.
- Warum dieser Job: Be at the forefront of AI technology while collaborating with experts in a dynamic team culture.
- Gewünschte Qualifikationen: 2+ years of experience or a PhD in Machine Learning/AI; strong programming skills required.
- Andere Informationen: Fluent English is essential; apply with your CV and cover letter.
Das voraussichtliche Gehalt liegt zwischen 43200 - 72000 € pro Jahr.
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.
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(Senior) Data Scientist for Privacy Enhancing Technologies (m/f/d) Arbeitgeber: Huawei
Kontaktperson:
Huawei HR Team
StudySmarter Bewerbungstipps 🤫
So bekommst du den Job: (Senior) Data Scientist for Privacy Enhancing Technologies (m/f/d)
✨Tip Number 1
Make sure to stay updated on the latest trends in AI and privacy technologies. Follow relevant research papers, attend webinars, and participate in online forums to deepen your understanding of Privacy Enhancing Technologies and their applications.
✨Tip Number 2
Network with professionals in the field of data science and privacy. Join LinkedIn groups, attend industry conferences, and engage with experts to build connections that could lead to opportunities at Huawei.
✨Tip Number 3
Showcase your hands-on experience with Large Language Models (LLMs) by working on personal projects or contributing to open-source initiatives. This practical experience can set you apart from other candidates.
✨Tip Number 4
Prepare to discuss your previous work and how it relates to privacy-preserving AI solutions during interviews. Be ready to explain your thought process and the impact of your projects on user data security.
Diese Fähigkeiten machen dich zur top Bewerber*in für die Stelle: (Senior) Data Scientist for Privacy Enhancing Technologies (m/f/d)
Tipps für deine Bewerbung 🫡
Understand the Role: Make sure to thoroughly read the job description and understand the key responsibilities and requirements. Highlight your relevant experience in AI, data science, and privacy technologies in your application.
Tailor Your CV: Customize your CV to reflect your expertise in machine learning, deep learning frameworks, and programming languages mentioned in the job description. Include specific projects or experiences that demonstrate your skills in developing privacy-preserving AI solutions.
Craft a Compelling Cover Letter: Write a cover letter that not only summarizes your qualifications but also expresses your passion for privacy-enhancing technologies. Mention any relevant publications or projects that showcase your ability to bridge theory and practice.
Highlight Communication Skills: Since excellent communication skills are emphasized, provide examples in your application of how you've effectively communicated complex ideas in previous roles, whether through presentations, workshops, or publications.
Wie du dich auf ein Vorstellungsgespräch bei Huawei vorbereitest
✨Showcase Your Technical Expertise
Be prepared to discuss your experience with machine learning frameworks like TensorFlow and PyTorch. Highlight specific projects where you've developed or fine-tuned Large Language Models, as this is crucial for the role.
✨Demonstrate Your Understanding of Privacy Technologies
Familiarize yourself with Privacy Enhancing Technologies and be ready to discuss how they can be applied in real-world scenarios. This will show your commitment to the mission of the Privacy Team.
✨Communicate Clearly and Effectively
Since excellent communication skills are required, practice explaining complex technical concepts in simple terms. This will help you convey your ideas effectively during the interview.
✨Prepare for Collaborative Scenarios
Expect questions about teamwork and collaboration. Be ready to share examples of how you've worked with cross-functional teams to achieve common goals, especially in privacy-related projects.