Deep Learning Engineer for Urinary Tract Infections Detection
vor 1 Tag
As a member of our dynamic and interdisciplinary research team at ETH Zurich, you will work on developing a novel diagnostic device using machine learning and data science approaches to identify volatile biomarkers associated with bacterial activity in urine samples.
The project focuses on distinguishing sterile from infected urine, predicting antimicrobial resistance profiles, and assessing the risk of invasiveness. You will leverage high-resolution volatilomics and machine learning to identify minimal combinations of volatile biomarkers that meet these objectives.
We are looking for a researcher with strong expertise in machine learning, deep learning frameworks, statistical modeling, and proficiency in Python programming. Experience with mass spectrometry data analysis or metabolomics and familiarity with microbial genomics, genetic manipulation, or metabolic pathway analysis are highly desirable.
- Core Responsibilities:
- Develop and implement machine learning models to analyze high-dimensional metabolomics data
- Design and validate predictive algorithms for biomarker discovery
- Collaborate with interdisciplinary teams, including clinical partners, engineers, and microbiologists
- Prepare manuscripts, reports, and presentations to disseminate findings
-
Deep Learning Engineer Leader
vor 1 Tag
Zürich, Zürich, Schweiz Daedalean AG VollzeitAbout Daedalean AGWe're a Swiss-based startup pushing the boundaries of air travel with cutting-edge technologies like computer vision, deep learning, and robotics. Our aim is to bring about "level-5" autonomy for flying vehicles.Your Primary ResponsibilitiesYou will lead the Machine Learning engineering team and contribute to the development of our flagship...
-
Zürich, Zürich, Schweiz NZZone VollzeitWe are seeking a highly skilled researcher to join our dynamic team and apply machine learning approaches to identify volatile biomarkers associated with bacterial activity in urine samples.The successful candidate will work at the interface of engineering, data science, and microbiology to develop predictive models for diagnosing urinary tract...
-
Zürich, Zürich, Schweiz ETH get hired VollzeitWe are seeking a highly motivated postdoctoral researcher to join our team at ETH Zurich. As a member of our research group, you will be responsible for investigating host-pathogen interactions through mass spectrometry and developing new methods for diagnosing urinary tract infections.Your primary duties will include:Conducting fundamental research on...
-
Senior Deep Learning Specialist
vor 1 Tag
Zürich, Zürich, Schweiz Lightly AG VollzeitJob DescriptionWe are seeking an experienced engineer with a passion for deep learning and computer vision to join our core ML team. As a key member, you will work on our open-source package for self-supervised learning and contribute to the development of cutting-edge technologies such as model distillation, vision language models, and deep learning for...
-
Deep Learning Engineer
Vor 2 Tagen
Zürich, Zürich, Schweiz Apple Inc. VollzeitAs a member of our team, you'll have the opportunity to work on some of the most challenging problems in deep learning and push the frontier of artificial intelligence. We believe that collaboration, creativity, and a passion for innovation are key to driving success.About the RoleWe're looking for a skilled researcher who can develop novel applications of...
-
Deep Learning Expert Wanted
vor 1 Tag
Zürich, Zürich, Schweiz Firstmomentum VollzeitWe are looking for an experienced Machine Learning Engineer to join our team at Lightly. As a member of our core ML team, you will contribute to the development and maintenance of our open-source package for self-supervised learning.About the TeamOur team is composed of talented developers and researchers who share a passion for innovation and staying...
-
Deep Learning Scientist
vor 23 Stunden
Zürich, Zürich, Schweiz TN Switzerland VollzeitLightly AG is a leader in the field of machine learning, and we are now looking for a talented Deep Learning Scientist to join our core ML team.About the Role:As a Deep Learning Scientist, you will be responsible for designing, implementing, and evaluating new deep learning models and techniques to improve our software solutions.Your key responsibilities...
-
Zürich, Zürich, Schweiz ETH get hired VollzeitAbout the ProjectOur project focuses on understanding the links between bacterial species and strain-level metabolic capacity, patient phenotype, and urine volatile metabolome. We aim to develop novel diagnostics for urinary tract infections (UTIs) by combining rational combinations of molecules that are informative for identifying pathogen species and risks...
-
Machine Learning Engineer
vor 3 Wochen
Zürich, Zürich, Schweiz Lightly AG VollzeitAt the ETH spin-off Lightly, we build software solutions to help companies improve their deep learning models. The available data for deep learning grows faster than human tagging and available compute power. Our customers already face this problem and have too much data to process. As a solution, we built software to identify and work with the most relevant...
-
Deep Learning Solutions Architect
Vor 3 Tagen
Zürich, Zürich, Schweiz Lightly AG VollzeitLightly AG is looking for a Deep Learning Solutions Architect to join our core ML team. In this role, you will be responsible for designing and developing innovative software solutions to enhance deep learning models for our clients.Key responsibilities include:Designing and implementing our open-source self-supervised learning package using PyTorch and...
-
Zürich, Zürich, Schweiz Eidgenössische Technische Hochschule Zürich VollzeitProject Overview:The growing antimicrobial resistance (AMR) crisis requires innovative diagnostic solutions. This project focuses on developing a novel diagnostic device for urinary tract infections (UTIs) using the volatilomics of bacterial species. The successful candidate will contribute to the development of gas sensors to detect volatile biomarkers...
-
Deep Learning Specialist
vor 1 Tag
Zürich, Zürich, Schweiz Daedalean AG VollzeitAbout Daedalean AG:We are a pioneer in the field of autonomous systems, developing full autonomy for flying vehicles using computer vision, deep learning, and robotics.Our team of experts is working on exciting projects, including the development of certifiable Machine Learning models in computer vision for aviation.Your key responsibilities will...
-
Deep Learning Spezialist
Vor 3 Tagen
Zürich, Zürich, Schweiz Rheinmetall Air Defence AG VollzeitBeschreibung der PositionAls Deep Learning Spezialist bei Rheinmetall Air Defence AG haben Sie die Möglichkeit, Ihre Kenntnisse in modernen Technologien zu erweitern und in Projekten mitzuwirken. Wir suchen einen Bachelor- oder Masterstudenten (m/w/d) mit Fokus auf Deep Learning, der sich für eine Herausforderung begeistert.
-
Computer Vision Engineer
vor 23 Stunden
Zürich, Zürich, Schweiz TN Switzerland VollzeitLighthouse Switzerland is a pioneer in the field of deep learning, and we are now looking for a highly skilled Computer Vision Engineer to join our core ML team.Key Responsibilities:As a Computer Vision Engineer, you will play a key role in developing and implementing cutting-edge computer vision techniques to solve real-world problems.Your tasks will...
-
Deep Learning Architect
vor 1 Tag
Zürich, Zürich, Schweiz Apple Inc. VollzeitKey ResponsibilitiesYou will be responsible for prototype new features, contributing to the overall design and development of existing components. The ideal candidate should have experience in computer vision, speech recognition, deep learning, and/or other applications of machine learning systems.RequirementsExcellent problem solving, critical thinking, and...
-
Deep Learning Expert in Intensive Care Units
vor 23 Stunden
Zürich, Zürich, Schweiz TN Switzerland VollzeitAbout the RoleIn this role, you will have the opportunity to apply your expertise in machine learning and deep learning to real-world healthcare challenges. You will work closely with our team to develop innovative solutions for predicting health outcomes in ICUs.Key ResponsibilitiesDevelop and implement deep learning models for predicting health outcomes in...
-
Principal Deep Learning Engineer
vor 1 Tag
Zürich, Zürich, Schweiz Zalando GmbH VollzeitJob DescriptionAs a Principal Applied Scientist, you will play a key role in addressing challenging fashion problems using cutting-edge approaches. You will help drive our scientific roadmap, applying your scientific capabilities to deliver department-wide and cross-department projects in collaboration with multiple teams.Utilize your extensive scientific...
-
Deep Learning Architect at Zaamigo
vor 1 Tag
Zürich, Zürich, Schweiz Zaamigo VollzeitAbout the JobWe're seeking a Founding Software and Deep Learning Engineer to join our team at Zaamigo.This is an opportunity to impact the outcome of the company and make a lasting difference.Backend: Python, GitHub.Deep learning frameworks: PyTorch.Frontend: Swift, Objective-C++.Cloud: AWS.What You'll Get in ReturnThe opportunity to work on challenging...
-
Zürich, Zürich, Schweiz GlonetPartners GmbH VollzeitMachine Learning Engineer for B2B Process EnhancementWe are looking for an experienced Machine Learning Engineer to join our team and contribute to the development of AI solutions that optimize B2B processes within the industrial sector.Main Responsibilities:AI Model Development: Design, train, and optimize machine learning models, including neural networks,...
-
Zürich, Zürich, Schweiz Rheinmetall Air Defence AG VollzeitRheinmetall Air Defence AG is a leading company in the field of air defence solutions, and we are currently seeking a highly skilled Artificial Intelligence Developer to join our team.About the RoleWe offer a dynamic environment with opportunities for creative freedom and professional growth. As an AI Developer, you will be responsible for designing and...