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</o:shapelayout></xml><![endif]--></head><body lang=DE link="#0563C1" vlink="#954F72" style='word-wrap:break-word'><div class=WordSection1><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Several full-time, fully paid PhD/PostDoc positions in <b>“Machine Learning for Estimation and Control under Uncertainty” </b>at the Intelligent Sensor-Actuator-Systems Laboratory (ISAS), Karlsruhe Institute of Technology (KIT), Karlsruhe, Germany.<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'> <o:p></o:p></span></p><p class=MsoNormal><b><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Karlsruhe Institute of Technology (KIT): <o:p></o:p></span></b></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>KIT combines its three core tasks: research, higher education, and innovation within one mission. With about 10,000 employees and 23,000 students, KIT is one of the big institutions of research and higher education in natural sciences and engineering in Europe. KIT is located in Germany in the medium-sized city of Karlsruhe with a very high quality of life.<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'> <o:p></o:p></span></p><p class=MsoNormal><b><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Chair for Intelligent Sensor-Actuator-Systems (ISAS):<o:p></o:p></span></b></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>ISAS (</span><span style='font-family:"Ubuntu Light",sans-serif'><a href="http://isas.iar.kit.edu/"><span lang=EN-US>http://isas.iar.kit.edu/</span></a></span><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>) works on modern machine learning methods for estimation and control with applications to<o:p></o:p></span></p><ul style='margin-top:0cm' type=disc><li class=MsoNormal style='mso-list:l1 level1 lfo3'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Optimization of industrial processes, e.g., optical sorting machines<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l1 level1 lfo3'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Robotic systems for decontamination in hazardous environments in the ROBDEKON competence center, see </span><span style='font-family:"Ubuntu Light",sans-serif'><a href="https://robdekon.de/en"><span lang=EN-US>https://robdekon.de/en</span></a></span><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'><o:p></o:p></span></li><li class=MsoNormal style='mso-list:l1 level1 lfo3'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Fast maturation of immature manufacturing processes in the DFG AI Research Unit 5339, see </span><span style='font-family:"Ubuntu Light",sans-serif'><a href="https://www.for5339.kit.edu/english"><span lang=EN-US>https://www.for5339.kit.edu/english</span></a></span><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'><o:p></o:p></span></li></ul><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'><o:p> </o:p></span></p><p class=MsoNormal><b><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Description of Positions: </span></b><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>(see also </span><span style='font-family:"Ubuntu Light",sans-serif'><a href="https://isas.iar.kit.edu/Jobs"><span lang=EN-US>https://isas.iar.kit.edu/Jobs</span></a></span><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>)<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>We are seeking to fill several PhD/PostDoc positions in the following areas: <o:p></o:p></span></p><ul style='margin-top:0cm' type=disc><li class=MsoNormal style='mso-list:l5 level1 lfo6'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Flow-based Bayesian state estimation<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l5 level1 lfo6'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Deterministic sampling based on information measures<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l5 level1 lfo6'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Intelligent distributed estimation architectures<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l5 level1 lfo6'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Gaussian processes on manifolds for estimation of rigid body motion<o:p></o:p></span></li></ul><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'> <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>All positions offer the possibility to cooperate with our network of partners from industry and academia on a national and international basis. We offer intensive mentoring and a quick path to the PhD degree (≤ 3 years). Besides research, the supervision of bachelor/master theses and participation in teaching is expected.<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'> <o:p></o:p></span></p><p class=MsoNormal><b><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Personal Qualifications: <o:p></o:p></span></b></p><ul style='margin-top:0cm' type=disc><li class=MsoNormal style='mso-list:l3 level1 lfo9'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Master's degree (or equivalent) or PhD in computer science, electrical engineering, mechanical engineering, mathematics, or a related subject<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l3 level1 lfo9'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Very good mathematical knowledge<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l3 level1 lfo9'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>(Moderate) proficiency in programming<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l3 level1 lfo9'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Know-how in stochastics and signal processing (are advantageous, but not a prerequisite)<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l3 level1 lfo9'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>High self-motivation, team working skills, and readiness for interdisciplinary work<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l3 level1 lfo9'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Proficiency in the English language (spoken and written)<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l3 level1 lfo9'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Commitment to publish research results<o:p></o:p></span></li><li class=MsoNormal style='mso-list:l3 level1 lfo9'><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Willingness to travel internationally (conferences, research stays, ...)<o:p></o:p></span></li></ul><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'> <o:p></o:p></span></p><p class=MsoNormal><b><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Payment: <o:p></o:p></span></b></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>The positions are full-time, fully paid researcher positions according to "Vergütungsgruppe des Tarifvertrages des öffentlichen Dienstes" TV-L E 13. This may increase depending on experience.<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'> <o:p></o:p></span></p><p class=MsoNormal><b><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Contact: <o:p></o:p></span></b></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Submit applications including cover letter, CV, and academic transcripts by <b>May 15, 2025</b> in electronic form to:<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'> <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Univ.-Prof. Dr.-Ing. habil. Uwe D. Hanebeck<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Karlsruhe Institute of Technology (KIT)<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Department of Informatics<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Institute for Anthropomatics and Robotics (IAR)<o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Chair for Intelligent Sensor-Actuator-Systems (ISAS)<o:p></o:p></span></p><p class=MsoNormal><span style='font-family:"Ubuntu Light",sans-serif'>Adenauerring 2<o:p></o:p></span></p><p class=MsoNormal><span style='font-family:"Ubuntu Light",sans-serif'>D-76131 Karlsruhe<o:p></o:p></span></p><p class=MsoNormal><span style='font-family:"Ubuntu Light",sans-serif'>Germany<o:p></o:p></span></p><p class=MsoNormal><span style='font-family:"Ubuntu Light",sans-serif'> <o:p></o:p></span></p><p class=MsoNormal><span style='font-family:"Ubuntu Light",sans-serif'>E-Mail: <a href="mailto:Uwe.Hanebeck@kit.edu">Uwe.Hanebeck@kit.edu</a><o:p></o:p></span></p><p class=MsoNormal><span style='font-family:"Ubuntu Light",sans-serif'> <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>KIT is pursuing a gender equality policy and encourages women to apply. <o:p></o:p></span></p><p class=MsoNormal><span lang=EN-US style='font-family:"Ubuntu Light",sans-serif'>Furthermore, in case of equal qualification, preference is given to applicants with disabilities.<o:p></o:p></span></p><p class=MsoNormal style='margin-bottom:8.0pt;line-height:105%'><span lang=EN-US style='mso-fareast-language:EN-US'><o:p> </o:p></span></p><p class=MsoNormal><span lang=EN-US><o:p> </o:p></span></p></div></body></html>