Scientific Assistant in Machine Learning for Healthcare
Vor 2 Tagen
Job description You will: Review the latest machine learning literature on time series data processing and prediction tasks in intensive care units. Use data from the national project on sepsis and other publicly available ICU datasets such as MIMIC IV, HiRID, and eICU, to develop deep learning models for predicting health outcomes (e.g., sepsis onset, mortality, kidney failure) using multimodal time series data. Improve the models with personalization techniques. Report the findings in the form of research publications. Your profile Qualifications: Recently completed Master's degree in Computer Science, Data Science, Machine Learning, Electrical and Computer Engineering, Computational Biology and Bioinformatics, Health Sciences and Technology, or related fields. Strong programming skills in Python. Experience working with large datasets, high-performance computing environments, and linux operating systems. Experience developing machine learning and deep learning models (e.g., Tensorflow, PyTorch). Excellent written and oral communication skills in English. Willingness and passion to learn about biomedical applications of machine learning and deep learning models. Ability to work both independently and collaboratively in a team environment. Preferred Qualifications: Project experiences in developing deep learning models. Knowledge of model fairness, robustness, and domain adaptation. Experience working with multimodal time series data. Publications (papers, posters, etc.) in machine learning or sensor data processing-oriented conferences, workshops, or symposiums (e.g., NeurIPS, ICML, ICLR, AAAI, CHIL, ML4H, IMWUT, IPSN, etc.). Swiss/EU citizens and swiss work permit holders preferred due to the tight timeline.
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Zürich, Schweiz Biomedical Data Science Lab (BMDS) VollzeitJob description You will: Review the latest machine learning literature on time series data processing and prediction tasks in intensive care units. Use data from the national project on sepsis and other publicly available ICU datasets such as MIMIC IV, HiRID, and eICU, to develop deep learning models for predicting health outcomes (e.g., sepsis onset,...
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Zürich, ZH, Schweiz ETH Zurich VollzeitScientific Assistant in Biomedical Machine Learning and Data Science80%, Zurich, fixed-termThe Biomedical Data Science (BMDS) Lab investigates data-driven solutions for healthcare applications with a focus on neurological conditions such as spinal cord injury (SCI), lower back pain, neuro-degenerative disorders and neurological tumors. At the core of our...
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Ph.D. Position in A.I. for healthcare
Vor 2 Tagen
Zürich, Schweiz University of Zurich VollzeitYour responsibilities Our goal is to develop state-of-the-art approaches and build best-in-class methods to capitalize on multimodal clinical information for building robust decision support systems powered by (explainable and interpretable) predictive algorithms for guiding patient therapy across all disease stages, the assessment of treatment effects using...
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Zürich, Schweiz Apple Vollzeit**Description** **Responsibilities** - Research and implement novel machine learning techniques for health-related problems and datasets. - Contribute to the design and evaluation of models and algorithms based on the following research areas: - Causality and causal representation learning - Integration of scientific models with machine learning -...
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Zürich, ZH, Schweiz ETH Zurich VollzeitScientific Assistant in Data Science for Spinal Cord Injury Research100%, Zurich, fixed-termThe Biomedical Data Science Lab (BDS Lab) at ETH Zurich is seeking a highly motivated Scientific Assistant to join our interdisciplinary research team working at the intersection of data science, neuroscience, and clinical research.Project backgroundThis position...
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Machine Learning Intern
vor 2 Wochen
Zürich, Zürich, Schweiz Apple VollzeitApplication Deadline - Sunday 16th November Are you interested in developing products that use machine learning and computer vision in novel and interactive ways? Want to harness your skills to build groundbreaking features like Image Generation, Smart Script, or Scribble? Envision yourself building high-impact products powered by generative models, reaching...
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Machine Learning Engineer
vor 2 Wochen
Zürich, Zürich, Schweiz Apple Vollzeit CHF 120'000 - CHF 180'000 pro JahrJoin the Apple Maps team and help shape the future of navigation for hundreds of millions of users worldwide We are seeking a dedicated ML Engineer to revolutionize our traffic predictions and navigation systems. Your work will directly impact how people move through their world, making their journeys more efficient and enjoyable. This is an ideal position...
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Machine Learning Engineer
Vor 5 Tagen
Zürich, Zürich, Schweiz Apple Vollzeit CHF 120'000 - CHF 240'000 pro JahrAre you interested in creating products that use machine learning and computer vision in novel and interactive ways? Are you looking to apply your expertise to produce transformative features like Live Text and Scribble? Using generative models to build highly visible products that are getting into the hands of hundreds of millions of users? We are an...
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Machine Learning Expert
vor 2 Wochen
Zürich, Schweiz University of Zurich VollzeitThe University of Zurich, Switzerland's largest university, offers a range of attractive positions in various subject areas and professional fields. With around 10,000 employees and currently 12 professional apprenticeship streams the University offers an inspiring working environment on cutting-edge research and top-class education. Put your talent and...
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Machine Learning Engineer
vor 5 Stunden
Zürich, Schweiz Epam VollzeitDescription ABOUT THE ROLE We are seeking an AI-ML Tech Engineer in Zurich who has a minimum of 8+ years of strong background in machine learning, data science and software engineering. The role requires a mix of remote and on-site work in a hybrid model. As a Machine Learning Engineer you will develop and deploy machine learning models, work with large...
