....be major enablers to automate and optimize the future networks. We are specifically working on the RAN architecture support for efficient Radio and infrastructure Resource Management...
AI/ML experienced Systems Architect
Working with the next generation 5G product concepts, features and architecture. AI and Machine learning will be major enablers to automate and optimize the future networks. We are specifically working on the RAN architecture support for efficient Radio and infrastructure Resource Management. This includes definition and validation of various architecture views of the AI/ML support system using input from collaborating projects and academic research. The results are used as input to products design and standardization. We are looking for a person that has an interest and experience in the AI/ML area and can study and drive research topics individually. You will work as member of a dynamic systems architect team and will have great opportunities to influence future generations of Mobile systems.
Requirement and Use Case analysis. AI/ML system architecture design. Architecture validation.
Strong interest and background in one or more of the following areas is required: Understanding of symbolic artificial intelligence, logical reasoning. Knowledge graphs, knowledge extraction and knowledge representation. Automated (AI) planning. Reinforcement learning. Trustworthy, explainable and robust AI systems. Multi-agent systems. Model-based AI systems, Modeling and analysis of system behavior • Knowledge about processing architecture, memory systems, and algorithmic optimizations for performance and efficiency is desired. Knowledge about performance optimizations of machine learning on different types of processor architectures and memory hierarchies (learning as well as inference) is desired. Demonstrated implementation/programming skills and experience with open source software stacks
Knowledge and interest in the following areas is appreciated. Transfer and Federated Learning. Deep Neural Networks. Strong mobile/wireless communication domain knowledge. Demonstrated ability to develop novel and innovative ideas, generate patents, publish results at conferences and in journals is desired. Ability to think unconventionally to derive creative and innovative solutions. Prior experience in a research organizations/academia is desired. Fresh PhD degree (preferred) with thesis in one of the areas above
Details for the position
Full-time consulting position. Employed by Co-Worker or sub-contractor.
Work permit/Resident card
Co-Worker assists for work permit if needed, only for employment, not applicable if sub-contracting for assignment.
Please update with detailed information of technical skills, competence and work experience together with responsibilities and achievements. Your educational background, patents and publications, if any. The more detailed CV, the better.