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Huawei Research Center Germany & Austria

Intern Visual Language Action Models for 6G Robotic Applications(m/f/d)

Munich
Veröffentlicht am 25.10.2024 Praktikum
Huawei Research Center Germany & Austria Logo

Intern Visual Language Action Models for 6G Robotic Applications(m/f/d)


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.

Huawei's Munich Research Center is responsible for advanced technology research, architectural development, design and strategic engineering of our products.

Within MRC, the Advanced Wireless Technologies Lab (AWTL) focuses on technologies development, experimentation and standardization for next generation mobile communication systems. In particular, AWTL Network Architecture team has been involved in the development of enabling technologies and architectural solutions for the upcoming IMT-2030 standards, focusing on AI robotics for 6G systems, featuring communication, computing, sensing, and cognitive capabilities, for an efficient and sustainable support of vertical robotic services. Digital services include civil or industrial intelligent robotic applications; augmented and virtual reality services, e.g. for e-health, remote learning or gaming applications. In this context, recent developments in the field of Artificial Intelligence, and in particular of Generative AI, highlight a promising way forward to be explored, towards distributed intelligence autonomous systems, optimizing energy and resource consumption, and minimizing human intervention for system management and control.

Join us as a

Intern Visual Language Action Models for 6G Robotic Applications(m/f/d)

Your mission

  • Data Collection: Assist in designing and executing experiments to gather relevant data for AI model training using dual-arm robotic systems.
  • Data Cleaning: Analyze and preprocess collected data to ensure quality, including data augmentation techniques.
  • Model Training: Collaborate on developing and optimizing AI models, tuning hyperparameters, and conducting experiments using frameworks like TensorFlow or PyTorch.
  • Model Inference: Support the deployment of trained models on robotic systems for real-time performance evaluation and iterative improvements.
  • Documentation: Maintain thorough documentation of methodologies, experiments, and results, and present findings to the team.
  • Extension towards the telco domain: evaluate basic extension of 5G/6G capabilities within the VLA models.

Your areas of expertise

  • Master’s or equivalent in Robotic, AI, or Computer Science
  • Strong knowledge of AI/ML methodologies and algorithms, knowledge of Generative AI and Large Models would be a plus
  • Proficient programming skill in the following programming languages: C#, C++,, Python
  • Familiarity with experimental design and robotic sensors.
  • Proficiency in data analysis and preprocessing techniques using libraries like NumPy and Pandas.
  • Knowledge of machine learning concepts and experience with frameworks like TensorFlow or PyTorch.
  • Understanding of model deployment and evaluation processes for real-time applications.
  • Excellent knowledge of English in communication and writing
  • Optional: Basic knowledge of 5G/6G communication and sensing

By applying to this position, you agree with our RECRUITMENT PRIVACY STATEMENT. You can read in full our recruitment privacy statement via the link below.

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.

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.

Standort

Huawei Research Center Germany & Austria, Munich