Scientific Assistant in Machine Learning for Healthcare, Zürich
vor 1 Tag
Social network you want to login/join with:
Client:Biomedical Data Science Lab (BMDS)
Location:-
Job Reference:efd92b6f100b
Job Views:10
Posted:22.01.2025
Expiry Date:08.03.2025
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:
- 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.
-
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.,...
-
Zürich, Schweiz Karlstad University VollzeitPostdoctoral Fellow in Sepsis Research – Machine Learning for HealthcareETH Zürich is well known for its excellent education, ground-breaking fundamental research and for implementing its results directly into practice.The Biomedical Data Science Lab investigates data-driven solutions for healthcare applications with a focus on neurological conditions...
-
Zürich, Schweiz ETH get hired VollzeitPostdoctoral Fellow in Sepsis Research – Machine Learning for Healthcare09.01.2025The Biomedical Data Science Lab investigates data-driven solutions for healthcare applications with a focus on neurological conditions such as spinal cord injury, lower back pain, neuro-degenerative disorders, and neurological tumors. At the core of our research is the...
-
Zürich, Schweiz NZZone VollzeitThe Biomedical Data Science Lab investigates data-driven solutions for healthcare applications with a focus on neurological conditions such as spinal cord injury, lower back pain, neuro-degenerative disorders and neurological tumors. At the core of our research is the collaboration across disciplines spanning expertise in medicine, biology, computer and data...
-
Head Of Machine Learning
vor 1 Tag
Zürich, Schweiz TN Switzerland VollzeitSocial network you want to login/join with:Client:Luminary GroupLocation:Job Category:OtherJob Reference:9510b3d815d2Job Views:10Posted:21.01.2025Expiry Date:07.03.2025Job Description:Luminary Group is excited to announce a unique opportunity for an exceptional Head of Machine Learning with expertise in Real-World Evidence (RWE) to join our esteemed team....
-
Senior Machine Learning Engineer
Vor 2 Tagen
Zürich, Schweiz TN Switzerland VollzeitSocial network you want to login/join with:Client:Luminary GroupLocation:-Job Reference:bffb6e8775f3Job Views:9Posted:21.01.2025Expiry Date:07.03.2025Job Description:Luminary Group is currently in partnership with a world leading life science company who is currently seeking a highly skilled and motivated Senior Machine Learning Engineer with expertise in...
-
Zürich, Schweiz Eidgenössische Technische Hochschule Zürich VollzeitPostdoctoral Fellow in Machine Learning for Infectious Disease DiagnosticsWe are seeking a highly motivated and skilled Postdoctoral Fellow in Machine Learning for Infectious Disease Diagnostics to join our dynamic and interdisciplinary research team. The successful candidate will apply machine learning (ML) and data science approaches to identify and define...
-
Internship - Machine Learning
Vor 3 Tagen
Zürich, Schweiz Apple Inc. VollzeitWe are looking for a machine learning research intern with a passion to spearhead new solutions to challenging problems for the future iterations of Apple’s voice assistant, Siri. You will closely work with an applied ML team of around 30 engineers in Zurich and get the chance to connect with other experts in the US and UK.DescriptionDuring your...
-
Head Of Machine Learning
vor 1 Tag
Zürich, Schweiz TN Switzerland VollzeitSocial network you want to login/join with:Client:Luminary GroupLocation:Job Category:OtherJob Reference:9643811ace25Job Views:11Posted:21.01.2025Expiry Date:07.03.2025Job Description:Luminary Group is excited to announce a unique opportunity for an exceptional Head of Machine Learning with expertise in Real-World Evidence (RWE) to join our esteemed team....
-
Head Of Machine Learning
vor 1 Woche
Zürich, Schweiz Luminary Group VollzeitLuminary Group is excited to announce a unique opportunity for an exceptional Head of Machine Learning with expertise in Real-World Evidence (RWE) to join our esteemed team. Reporting directly to the executive leadership, you will play a pivotal role in driving the strategy, innovation, and implementation of machine learning models and algorithms to derive...
-
Head Of Machine Learning
Vor 5 Tagen
Zürich, Schweiz Luminary Group VollzeitLuminary Group is excited to announce a unique opportunity for an exceptional Head of Machine Learning with expertise in Real-World Evidence (RWE) to join our esteemed team. Reporting directly to the executive leadership, you will play a pivotal role in driving the strategy, innovation, and implementation of machine learning models and algorithms to derive...
-
Head Of Machine Learning
vor 1 Tag
Zürich, Schweiz Luminary Group VollzeitLuminary Group is excited to announce a unique opportunity for an exceptional Head of Machine Learning with expertise in Real-World Evidence (RWE) to join our esteemed team. Reporting directly to the executive leadership, you will play a pivotal role in driving the strategy, innovation, and implementation of machine learning models and algorithms to derive...
-
Senior Machine Learning Engineer
Vor 2 Tagen
Zürich, Schweiz Luminary Group VollzeitLuminary Group is currently in partnership with a world leading life science company who is currently seeking a highly skilled and motivated Senior Machine Learning Engineer with expertise in Real-World Evidence (RWE) to join their team. As a Senior Machine Learning Engineer, you will be responsible for developing and implementing cutting-edge machine...
-
Ph.d. Position in Ai for Precision Oncology
vor 1 Woche
Zürich, Schweiz Universität Zürich Vollzeit**Department of Quantitative Biomedicine** **Ph.D. Position in AI for Precision Oncology 100 %**: Start of employment will be mutually agreed **Your responsibilities**: - The primary goal of this position is to develop state-of-the-art machine learning approaches to enhance personalised decision-making in oncology care in the following aspects: -...
-
Ph.D. Position in A.I. for healthcare, Zürich
vor 12 Stunden
Zürich, Schweiz TN Switzerland VollzeitClient:University of ZurichLocation:Job Category:Job search engineJob Reference:92ebc5c44e45Job Views:11Posted:21.01.2025Expiry Date:07.03.2025Job Description:Your responsibilitiesOur 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...
-
Zürich, Schweiz NZZone VollzeitWe are seeking a highly motivated and skilled Postdoctoral Fellow in Machine Learning for Infectious Disease Diagnostics to join our dynamic and interdisciplinary research team. The successful candidate will apply machine learning (ML) and data science approaches to identify and define volatile biomarkers associated with bacterial activity in urine samples,...
-
Machine Learning Researcher Zurich, Switzerland
Vor 5 Tagen
Zürich, Schweiz Amm Group VollzeitFlight Software, Computer Vision and AIHiring Mode: Full-TimeOnsite Frequency: HybridAbout us:Daedalean is a Zürich-based startup founded by experienced engineers who want to completely revolutionize air travel within the next decade. We combine computer vision, deep learning, and robotics to develop full level-5 autonomy for flying vehicles.Your role:In...
-
AI/ML - Machine Learning Internship, SII
Vor 5 Tagen
Zürich, Schweiz Apple Inc. VollzeitWe are looking for a machine learning research intern with a passion to spearhead new solutions to challenging problems for the future iterations of Apple’s voice assistant, Siri. You will closely work with an applied ML team of around 30 engineers in Zurich and get the chance to connect with other experts in the US and UK.DescriptionDuring your...
-
Machine Learning Researcher
Vor 4 Tagen
Zürich, Schweiz AMM Group VollzeitMachine Learning Certification ResearcherFlight Software, Computer Vision and AILocation: Zürich, SwitzerlandHiring Mode: Full-TimeOnsite Frequency: HybridAbout UsDaedalean is a Zürich-based startup founded by experienced engineers who want to completely revolutionize air travel within the next decade. We combine computer vision, deep learning, and...
-
Ph.D. Position in A.I. for healthcare
vor 1 Tag
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...
