Linux, Slurm, Docker, Kubernettes) Kenntnisse in Maschinellem Lernen und Mustererkennungstechniken Vorzugsweise Erfahrung in Bildverarbeitung bzw. Computer Vision (auch nicht medizinisch) Gute Deutsch- und Englischkenntnisse in Wort und Schrift (mind. C1 Niveau in beiden Sprachen) Unser Angebot Möglichkeit zur Dissertation Abwechslungsreiche Tätigkeit in einem jungen kollegialen und engagierten Team Flexible Zeiteinteilung in großen Teilen, inkl. teilweise, Möglichkeit remote zu arbeiten Einarbeitung und Zusammenarbeit mit erfahrenen, teamorientierten Kollegen und Kolleginnen der Medizininformatik und der Radiologie und eine angemessene Einarbeitungszeit Vergütung nach Tarifvertrag TV-L je nach Qualifizierung und Berufserfahrung einschließlich der im öffentlichen Dienst üblichen Sozialleistungen (Betriebliche Altersvorsorge, Jahressonderzahlung) Beratungs- und Informationsangebot im Familienbüro zur Vereinbarkeit von Familie und Beruf Unterstützung in der persönlichen und beruflichen Weiterentwicklung durch individuelle Entwicklungs- und Fortbildungsmöglichkeiten in der eigenen Akademie Attraktive Angebote im Rahmen des betrieblichen Gesundheitsmanagements, wie Yoga-Kurse, Fitnessangebote und vieles mehr Mitarbeitervergünstigungen in diversen Unternehmen Kontakt Herr Prof.
Completed degree in a medically related field (e.g., Health Sciences and Technology, Biomedical Engineering at a University of Applied Sciences) or a comparable medical-technical professional backgroundExperience with biophysiological measurement methods (e.g., EEG, EMG) is an advantageExperience in conductance of medical device studies is an advantageFluent in English (spoken and written); good German skills are an advantageStrong technical affinityGood computer skills; experience with programming languages such as MATLAB, Python, or similar is an advantageVery thorough, structured, and independent working style with a strong commitment to qualityAbility to work well in a team as well as independently and flexibly
Principal Accountabilities: Collaboration in projects of the European Data Science & Advanced Analytics Team.Concept, design, development and execution of complex innovative AI/Machine Learning solutions as well as execution and implementation of concept studies using advanced statistical methods.Development of deep learning models for structured medical concept extraction from unstructured data.Productionalization of machine learning algorithms in Big Data platforms.Application of modern data mining and machine learning techniques in connection with Healthcare Big Data to identify complex relationships and link heterogeneous data sources.Advanced usage of Large Language Models for summarization, chatbot, entity extraction etc.Develop foundational Deep Learning Models for assets and patients.Builds and trains new production grade algorithms that can learn from complex, high dimensional data to uncover patterns from which machine learning models and applications can be developed. Our Ideal Candidate Will Have: Master’s degree in Computer Science, Mathematics/Statistics, Economics/Econometrics or related field.Substantial years of professional experience in quantitative data analysis or PhD with at least 1 year of relevant professional experience with research in machine learning algorithms.Very good knowledge and in depth understanding of Machine Learning methods, both classical and deep learning models.Relevant experience with Natural Language Processing (NLP) models for extracting structured concepts from unstructured free text, including the design, training, and evaluation of information‑extraction pipelines.Very strong technical capability in Python, SQL, Hadoop ecosystem.Experience applying AI/Machine Learning methods to business questions.Very good knowledge of the higher statistical and econometric methods in theory and practice.Experience with handling Big Data.Ability to write clean, reusable, production-level codeExcellent communication skills (written and oral) including technical aspects of a project, ability to develop usable documentation, results interpretation and business recommendations.Strong analytic mindset and logical thinking capability, strong QC mindset.Knowledge of pharmaceutical market and experience with pharmaceutical data (medical, hospital, pharmacy, claims data) would be a plus, but not a must.Self-responsible for managing projects.Fluency in German & English.
Therapeutic area knowledge in any of the following would be an advantage: respiratory, inflammatory, cardiovascular - metabolic, CNS, oncology. Computer skills including good knowledge of Microsoft Word, Excel and PowerPoint. Fluent language skills in English. Effective communication, organizational and problem-solving skills.
You will also undertake proactive maintenance and administration of computer hardware and software, and operations tools in support of the delivery of the IT service. You will develop new tools and procedures for further customization and automatization of existing products and processes and improve system availability with proactive work to avoid outages and performance issues with particular focus on maintenance services for all infrastructure used by the Operations Centre.
All candidates will get training of ZNT products and tools in Germany, and work closely with your colleagues in Germany and Asia.Bachelor degree in computer science with at least 2 years of work experienceSelf starter to drive and rollout systems yourselfExperience with project managementSound understanding of the manufacturing industry and its automation processes, preferable in the semiconductor or medical device industryExperience with the following is a plus: Equipment interfacing, to control equipment from other systems, as well as to collect data from those systemsEquipment characterization - SECS/GEMExperience with MES systemsExperience with APC and SPCReporting systemsExcellent communication skills, commitment and flexibilityTeam builder, as well as with your colleagues as with the customer Betriebliche Altersvorsorge Aus- und Weiterbildung Flache Hierarchien und kurze Kommunikationswege Flexible Arbeitszeiten Gesundheitsmaßnahmen Mobiles Arbeiten International work environment, with high tech professionals and solutions, working with global leaders, being your customers as well as solution providers.A growing company, with great future career opportunities401K and healthcare planMarket conform salary Interessiert?
. • One to three years related manufacturing experience is preferred • Use business systems and Microsoft Office Suite software. Ability to use basic computer operations. • Ability to use gauges to measure. Ability to be precise, organized, and review work. Your Benefits At SCHOTT, you can expect a unique corporate culture where we emphasize equity, diversity, and inclusion.
About us Your Contribution Provide support to Production by visually inspecting sterilized glass vials throughout daily activities; identify and classify defectsPerform visual inspection and testing of incoming materials using statistical sampling techniques, precision measuring instrumentation and FT-IR to ensure conformancePerform laboratory tests including endotoxin, bioburden and sub visible particlePerform Environmental Monitoring in ISO level Clean Room including compressed air testingConduct inventory of laboratory supplies and communication needs for order placement(s)Collect WFI (Water For Injection) for testing using aseptic techniqueCommunicate non-conforming issues and interact effectively with proper contact(s)Demonstrate flexibility in providing coverage during instances of co-work vacation time and/or medical absence(s)Cross train in other areas and/or functions of the laboratory to support business needsComplete daily, weekly and monthly cleaning of applicable laboratory areasReview testing documents for completeness and accuracyMaintain all laboratory notebooks and equipment log booksWork on all assigned tasks, projects and daily tasksFollow all Company policies and proceduresParticipate in required trainings and meetings, when necessaryHelp promote and implement safety/EHS directives and maintain a clean and safe workspaceFollow cGMP and adhere to all ISO and safety guidelines and policies Your Profile High School Diploma or GED, requiredQuality Control and laboratory experience, preferredExperience working in a fast-paced manufacturing settingUnderstanding of cGMP and ISO, preferredBasic computer knowledge and skills including MS OfficeMulti-tasking abilitiesDetail oriented approach; ability to follow directions and instructionsPositive team approachEffective communication skillsAbility to read, write and speak English language Your Benefits Excellent healthcare benefits including medical, dental and visionShort and long term disability Tuition reimbursement Paid time offPet insurance Other supplemental benefits available upon election Please feel free to contact usYour Profile High School Diploma or GED, requiredQuality Control and laboratory experience, preferredExperience working in a fast-paced manufacturing settingUnderstanding of cGMP and ISO, preferredBasic computer knowledge and skills including MS OfficeMulti-tasking abilitiesDetail oriented approach; ability to follow directions and instructionsPositive team approachEffective communication skillsAbility to read, write and speak English language