Job Family: Research & Predevelopment Req ID: 471290 Location: GCH FLDepartment: FT RPD CED INW-DEMode of Employment: LimitedStart your career with an exciting thesis! As part of our dynamic team, you will work on pioneering projects and can put your theoretical knowledge directly into practice. What you'll love about us Exciting research and development projects that put your theoretical knowledge into practiceIndividual supervision and support from experienced experts in your fieldAccess to the latest technologies, laboratories, and resourcesDiverse opportunities to contribute your ideas and actively shape the projectsExcellent career opportunities through contact with potential employers Youu2019ll make an impact byDeveloping ML-based prediction models for Delay Violation Probability (DVP) using probabilistic models like Mixture Density Network and Extreme Value MixtureImplementing an xApp for the Near RT-RIC to optimize resource allocation schemes by predicting the DVPCreating and enhancing simulation environments using NS-ORANDesigning and conducting comprehensive performance evaluationsComparing and analyzing different approaches for network optimizationContributing to the development of next-generation industrial wireless communications Your success is grounded inEducationCurrently pursuing a Master's degree in Electrical Engineering, Computer Science, or related fieldStrong background in machine learning, radio resource allocation schemes and networking protocolsFocus on wireless communicationsExperience & SkillsAdvanced programming skills in Python and C/C++Knowledge of wireless communications systems (LTE, 5G, O-RAN)Understanding of radio resource allocation algorithmsExperience with simulation tools (NS3 5G-LENA, NS-O-RAN) is a plusProficiency in ML frameworks (Keras, TensorFlow, PyTorch)Ways of workingAnalytical and structured approach to complex problemsIndependent and result-oriented work styleStrong research and documentation capabilitiesAbility to work in an international teamLanguagesYou have fluent English and good German skills You are much more than your qualifications, and we believe in the potential of every single candidate. We look forward to getting to know you!Your individual personality and perspective are important to us. We create a working environment that reflects the diversity of the society and support you in your personal and professional development. Letu2019s get to know your authentic personality and create a better future together with us. As an equal-opportunity employer (https://www.siemens.com/de/de/unternehmen/jobs/arbeiten-bei-siemens/inklusion.html) we are happy to consider applications from individuals with disabilities. About usAs a leading technology company, Siemens offers you excellent opportunities to write your bachelor's or master's thesis in an innovative and practical environment. Are you nearing the end of your studies and looking for an interesting topic for your bachelor's or master's thesis? Then you are in the right place with us! www.siemens.de/careers (http://www.siemens.com/de/en/company/jobs.html) u2013 if you would like to find out more about jobs & careers at Siemens. FAQ (http://www.siemens.com/de/de/unternehmen/jobs/karrieren-entdecken.html) u2013 if you need further information on the application process. If you have more questions please contact: www.siemens.de/fragenzurbewerbung\sagthesis