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Intern/Master Thesis Student for Safe Generative AI
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Required skills
ProbabilityVision TransformersDiffusion TransformerStatisticsLarge Language Models (LLMs)PyTorchPythonJAXLinear AlgebraMachine LearningDeep Neural NetworksCalculus
Job description
Huawei is a leading global information and communications technology (ICT) solutions provider. 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.
Huawei's Heisenberg Research Center in Munich is responsible for advanced technology research, architectural development, design and strategic engineering of our products.
Join us as a
Research Intern/Master Thesis for Safe Generative AI (m/f/d)
We are seeking a highly motivated and skilled Research Intern to join our dynamic team, focusing on the safety of generative AI,e.g. Large Language Models (LLMs). This internship offers a unique opportunity to contribute to cutting-edge research in the field of artificial intelligence, specifically in understanding, improving, and evaluating the reliability and robustness of the latest generative AI models.
Your mission
http://career.huawei.com/reccampportal/portal/hrd/weu_rec_all.html
Your rewards of working here
Huawei's Heisenberg Research Center in Munich is responsible for advanced technology research, architectural development, design and strategic engineering of our products.
Join us as a
Research Intern/Master Thesis for Safe Generative AI (m/f/d)
We are seeking a highly motivated and skilled Research Intern to join our dynamic team, focusing on the safety of generative AI,e.g. Large Language Models (LLMs). This internship offers a unique opportunity to contribute to cutting-edge research in the field of artificial intelligence, specifically in understanding, improving, and evaluating the reliability and robustness of the latest generative AI models.
Your mission
- Conduct comprehensive research on generative AI safety with a focus on assessing, enhancing, and validating their reliability and robustness in various applications.
- Develop and implement innovative methodologies to test LLM reliability under diverse conditions and datasets.
- Collaborate closely with a multidisciplinary team of researchers, data scientists, and engineers to integrate findings into the development of more reliable LLM frameworks.
- Analyze and interpret complex data sets, utilizing advanced statistical and machine learning techniques to understand model behaviors and identify potential reliability issues.
- Stay abreast of the latest advancements in Safe AI for DNN, Vision Transformers (ViT), and Diffusion Transformer (DiT) etc., applying this knowledge to improve LLM reliability.
- Prepare detailed reports and presentations on research findings for both technical and non-technical audiences, contributing to research papers, patents, and other publications as required.
- Currently enrolled in a Master's or PhD program in Computer Science, Artificial Intelligence, Machine Learning, or a related STEM field, Bachelor students with excellent academic records will also be considered.
- Solid understanding and hands-on experience with Deep Neural Networks (DNN), Vision Transformers (ViT), Data-Intensive Text (DiT), and other advanced AI/ML models.
- Strong foundation in the mathematical principles of learning, including but not limited to statistics, probability, linear algebra, and calculus.
- Proven ability to conduct independent research and problem-solving skills in the field of AI and machine learning.
- Proficient in programming languages commonly used in AI research such as Python, and familiar with AI/ML frameworks like JAX or PyTorch.
- Excellent communication skills, with the ability to present complex technical information clearly and concisely.
- Demonstrated ability to work collaboratively in a team environment and to engage with external research communities.
http://career.huawei.com/reccampportal/portal/hrd/weu_rec_all.html
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.
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