3814 IT & Software Developer jobs in Germany

Ruhr-Universität Bochum jobs

Researcher (m/f/x) in Distributed Intelligence and Learning

38.000 - 55.000 €
Ruhr-Universität Bochum
Z 01 (Forum), Bochum
38.000 - 55.000 €
Company Size icon
Company Size
1k-5k
Company Type icon
Company Type
Services
Exp Level icon
Exp Level
Regular
Job Type icon
Job Type
Full-Time
Language icon
Language
German
Visa sponsorship icon
Visa sponsorship
No

Requirements

Must:
- Above-average Masters degree in machine learning, computer science, or a related field. - Initial experience in publications in renowned transactions, journals, and the proceedings of reputable conferences are desirable. - Strong background in machine learning and AI methodologies, distributed or federated learning. - Good analytical skills and expertise in programming languages (Python, C/C++, Java), AI/ML frameworks (e.g., PyTorch, JAX), network simulators (e.g., ns-3, OMNeT++), and hardware development (e.g., FPGA, embedded systems). - Knowledge of 5G and beyond technologies, edge computing is highly desirable. - Ability to independently design, execute, and analyze experimental research. - Excellent problem-solving skills and analytical thinking. - Strong written and verbal communication skills in English. - Ability to work both independently and as part of a multidisciplinary team. - Experience in real-time systems and edge computing is preferred. - Familiarity with AI-driven network management and orchestration. - Knowledge of security and privacy issues in wireless communications. - Competence in at least one of the campus languages (German or English) and the willingness to learn the other.

Responsibilities

- Design and evaluate distributed learning algorithms that operate across heterogeneous nodes, exploring model splitting, collaborative inference, and adaptive training strategies. - Investigate privacy-preserving and energy-efficient learning mechanisms and study the co-design of AI models and network architectures. - Prototype and experimentally validate the proposed solutions on edge-cloud platforms and mobile network infrastructures, with results published in top-tier venues at the intersection of AI systems and networking. - Work collaboratively with cross-functional teams, including hardware engineers, software developers, and other researchers to integrate AI solutions with network and cloud infrastructure. - Publish research findings in high-impact journals and present at international conferences and symposiums to disseminate knowledge and advance the field. - Assist in the management of research projects, including the preparation of reports, grant proposals, and progress updates. - Help with teaching courses related to clouds and networks, contributing to curriculum development and providing support to students. - Support the organization of online webinars, events, workshops, and conferences related to the Chairs activities.

Description


We are the Institute of Networked Energy-Efficient Systems at the Faculty of Electrical Engineering and Information Technology, Ruhr University Bochum, dedicated to advancing autonomous, energy-efficient cloud-based networks that support cutting-edge services and innovations. We offer challenging and varied tasks with a high level of independence, collaboration in a committed and supportive team, and extensive training opportunities. The position is full-time, fixed-term for 3 years, starting at the earliest possible date, based in the vibrant Ruhr metropolitan region with diverse cultural offerings.
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