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<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span lang="EN-US" style="mso-fareast-language:DE">We are looking for highly creative and motivated Research Scientist with strong expertise in deep learning and computational life
science to enrich our machine learning research group in Berlin, Germany. The position will be advertised within the EU-funded Innovative Medicines Initiative (IMI) project MELLODDY. With MELLODDY, ten leading European biopharmaceutical companies have come
together to exchange their research data in a privacy preserving matter to improve the predictive performance of their machine learning models by federated learning. The position will involve research in direct collaboration with scientists from toxicology,
medicinal chemistry, high-throughput image analysis, computer scientists, as well as leading European research groups in both academia and industry.
<o:p></o:p></span></p>
<p class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto"><span lang="EN-US" style="mso-fareast-language:DE">The successful applicant will be part of a cross-organizational team, applying deep learning within the R&D organization on our
existing big data sets. She / he will contribute to the implementation of a deep learning platform providing impact on drug discovery and will be responsible for developing, testing and continually improving deep learning methods to predict properties of novel
molecules (e.g. drug toxicity, assay bioactivity).<o:p></o:p></span></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-size:11.0pt;font-family:"Arial",sans-serif"><o:p> </o:p></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family:"Arial",sans-serif">YOUR TASKS AND RESPONSIBILITIES<o:p></o:p></span></b></p>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span lang="EN-US" style="mso-fareast-language:DE">Active member of a highly interdisciplinary and cross-organizational and cross-corporate team, including scientists from multiple European Pharma companies<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span lang="EN-US" style="mso-fareast-language:DE">Contribute to the implementation and evaluation of a deep learning platform to leverage data in computational chemistry, pharmacokinetics, and toxicology</span><span lang="EN-US" style="mso-fareast-language:DE"><o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span lang="EN-US" style="mso-fareast-language:DE">Extensively validate and further improve the deep learning platform for various property predictions of drug development compounds<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span lang="EN-US" style="mso-fareast-language:DE">Research, design, and implement deep learning algorithms for analysis problems related to prediction of properties of small molecules and proteomic data<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span lang="EN-US" style="mso-fareast-language:DE">Generate direct impact on our discovery projects to help patients<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span lang="EN-US" style="mso-fareast-language:DE">The position is within the Machine Learning Research department, located in Berlin
<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span lang="EN-US" style="mso-fareast-language:DE">The applicants are expected to start July 2019<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l0 level1 lfo1">
<span lang="EN-US" style="mso-fareast-language:DE">The fix-term position is limited for 36 months<o:p></o:p></span></li></ul>
<p class="MsoNormal"><b><span lang="EN-US" style="font-size:11.0pt;font-family:"Arial",sans-serif"><o:p> </o:p></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-family:"Arial",sans-serif">WHO YOU ARE<o:p></o:p></span></b></p>
<ul type="disc">
<li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo2">
<span lang="EN-US" style="mso-fareast-language:DE">PhD degree in bioinformatics, computational biology or chemistry, computer science or related fields and a solid background in chemistry, biology and machine learning<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo2">
<span lang="EN-US" style="mso-fareast-language:DE">Profound experience with state-of-the-art machine learning methods (e.g. graph convolution, representation learning, multitask learning) and model selection concepts is an imperative prerequisite<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo2">
<span lang="EN-US" style="mso-fareast-language:DE">Excellent programming skills in Python (PyTorch or TensorFlow, RDKit) are essential, additional skills in R, or C++ would be of advantage. Proficiency in writing clean, fast, idiomatic Python code.</span><span lang="EN-US" style="mso-fareast-language:DE"><o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo2">
<span lang="EN-US" style="mso-fareast-language:DE">Expertise in handling, processing, integrating and analyzing data sets related to research in the pharmaceutical industry<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo2">
<span lang="EN-US" style="mso-fareast-language:DE">You are a highly creative person with outstanding problem-solving ability and the willingness to undertake challenging analysis tasks<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo2">
<span lang="EN-US" style="mso-fareast-language:DE">Strong interpersonal skills, excellent written and verbal communication, and the ability to work effectively both independently and in cross-functional teams<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo2">
<span lang="EN-US" style="mso-fareast-language:DE">Willingness to travel between research sites<o:p></o:p></span></li><li class="MsoNormal" style="mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;mso-list:l1 level1 lfo2">
<span lang="EN-US" style="mso-fareast-language:DE">Oral and written proficiency in English is mandatory<o:p></o:p></span></li></ul>
<p class="MsoNormal"><span lang="EN-US" style="font-size:11.0pt"><o:p> </o:p></span></p>
<p class="MsoNormal"><i><span lang="EN-US" style="font-size:14.0pt;font-family:"Arial",sans-serif;color:#FF3162;mso-fareast-language:DE">Dr. Djork-Arné Clevert</span></i><span lang="EN-US" style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#103B4C;mso-fareast-language:DE">Head of Machine Learning Research, Director<o:p></o:p></span></b></p>
<p class="MsoNormal"><b><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#103B4C;mso-fareast-language:DE"><o:p> </o:p></span></b></p>
<p class="MsoNormal" style="line-height:12.65pt"><b><span lang="EN-US" style="font-size:11.0pt;font-family:"Arial",sans-serif;color:#00BCFF;mso-fareast-language:DE">////////////////////<o:p></o:p></span></b></p>
<p class="MsoNormal" style="line-height:12.65pt"><b><span lang="EN-US" style="font-size:11.0pt;font-family:"Arial",sans-serif;color:#00BCFF;mso-fareast-language:DE"><o:p> </o:p></span></b></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE">Bayer AG</span><span lang="EN-US" style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE">Research & Development, Pharmaceuticals</span><span lang="EN-US" style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE">Machine Learning Research</span><span lang="EN-US" style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE">Müllerstr. 178, Building S190/328</span><span lang="EN-US" style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE">13353 Berlin, Germany</span><span lang="EN-US" style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE"> </span><span lang="EN-US" style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE">Phone: +49 30 468 196745</span><span lang="EN-US" style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span lang="EN-US" style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE">E-mail: </span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE"><a href="mailto:djork-arne.clevert@bayer.com"><span lang="EN-US" style="color:purple">djork-arne.clevert@bayer.com</span></a></span><span lang="EN-US" style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#10384F;mso-fareast-language:DE">Web: <a href="http://www.bayer.com"><span style="color:purple">http://www.bayer.com</span></a></span><span style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt;color:#1F497D;mso-fareast-language:DE"> </span><span style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#5F497A;mso-fareast-language:DE">/// Vorstand: Werner Baumann, Vorsitzender | Liam Condon, Hartmut Klusik, Kemal Malik, Wolfgang Nickl, Stefan Oelrich, Heiko Schipper</span><span style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#5F497A;mso-fareast-language:DE">/// Vorsitzender des Aufsichtsrats: Werner Wenning</span><span style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#5F497A;mso-fareast-language:DE">/// Sitz der Gesellschaft: Leverkusen | Amtsgericht Köln, HRB 48248</span><span style="font-size:11.0pt;color:black;mso-fareast-language:DE"><o:p></o:p></span></p>
<p class="MsoNormal"><o:p> </o:p></p>
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