A Fully Funded PhD in machine learning and data science

Vor 2 Tagen

Lausanne, Schweiz Centre Hospitalier Universitaire Vaudois Vollzeit

Contexte

The Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training.

Dre Nazanin Sédille and Professor Oliver Y. Chén's teams develop new machine-learning and statistical methods and study large-scale data in health and disease. Our data are from diverse sources from the Service of Clinical Chemistry (Mission

The PhD student will primarily work on three interlinked projects in collaboration between CHUV and UNIL on data related to proteomic and metabolomic profilings in immunological and haematological diseases.

1. Automated biomarker discovery and disease prediction. We design machine learning methods to identify biomarkers associated with and predictive of disease outcomes (disease status, disease severity/clinical score, and longitudinal disease progression/fluctuation) in an automated way.

2. Discovering latent biomarkers to improve disease prediction and biological explanation. We design machine learning frameworks to identify, from multivariate, multimodal, and potentially high-dimensional data for latent, potentially nonlinear biomarkers that could better explain and predict the disease. We have data from metabolic diseases but the methods can be generalised to other diseases.

3. Longitudinal, personalised disease prediction. In addition to discovering population-level biomarkers (that are shared across subjects), we design methodological frameworks that incorporate, yet, distinguish, population-level and subject-specific information to capture not only the idiosyncratic information but also inform personalised assessment of individual longitudinal disease profiles. This may also potentially advance personalised medicine. We have data from immunological and haematological diseases; we also have data from wearable devices (digital health). The methods can be generalised to other disease territories.

Profil

A master’s degree and an undergraduate degree in disciplines relevant to (applied) mathematics, computer science, engineering, machine learning, or statistics An interest in developing new methods and applications and employing them to address real-world healthcare-related problems An interest in data visualisation A team player The working language of the group is English. A good command of the french langage is mandatory Strong programming skills related to machine learning and longitudinal methods Experience in machine learning, statistical modelling, and version control.

Nous offrons

Joint affiliations with the Lausanne University Hospital (CHUV) and the University of Lausanne. An interdisciplinary environment, and a supportive team. We strive for equality, diversity, and inclusion. Our team is interdisciplinary and multicultural, and we encourage underrepresented students to apply. Possibility to collaborate with international universities. Access to courses from the CHUV and the University of Lausanne. Possibility to access one of the furnished apartments offered in the surrounding neighborhoods in case of relocation in Switzerland Discounts proposed on social and cultural events, thanks to the “H-Oxygène” association Signing up to our Mobility Plan and benefit from different advantages (discounts on public transportation, promotion of “Mobility” car fleet and discounts on electric bikes) Being able to enjoy our high-quality corporate restaurants, located in every hospital building, with employees’ discount.

  • A Fully Funded PhD in machine learning and data science, Lausanne

    Vor 2 Tagen

    Lausanne, Schweiz TN Switzerland Vollzeit

    Social network you want to login/join with:A Fully Funded PhD in Machine Learning and Data Science, LausanneJob Description:ContexteThe Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the...

  • A Fully Funded PhD in machine learning and large language models

    Vor 2 Tagen

    Lausanne, Schweiz TN Switzerland Vollzeit

    A Fully Funded PhD in machine learning and large language models (LLMs), LausanneJob Reference:369d07e3e5a8Job Views:11Posted:21.01.2025Expiry Date:07.03.2025Job Description:ContexteThe Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of...

  • A Fully Funded PhD in machine learning and large language models

    Vor 2 Tagen

    Lausanne, Schweiz Centre Hospitalier Universitaire Vaudois Vollzeit

    Contexte The Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. Dre Nazanin Sédille and Professor Oliver Y. Chén’s teams...

  • Phd in Operations Research and Data Science

    Vor 2 Tagen

    Lausanne, Schweiz emploi.epfl.ch Vollzeit

    **Mission** **Main duties and responsibilities** - Conduct rigorous mathematical analysis and computational experiments. - Contribute to implementation of proposed methods in practice with our industry partner. **Profile** - Strong foundation in mathematics with solid implementation skills is highly preferred. - Experience in continuous optimization,...

  • Phd Position in Machine Learning for Neuroimaging

    Vor 4 Tagen

    Lausanne, Schweiz Centre hospitalier universitaire vaudois Vollzeit

    **Contexte**: The Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. The Radiology Department has a strong research focus, advancing...

  • Data Scientist/Machine Learning Engineer

    Vor 2 Tagen

    Lausanne, Schweiz Logmind Vollzeit

    We are a young and dynamic startup from Switzerland that has a mission to enable modern businesses to understand unstructured machine data in a smart and easy manner. We develop a big data analytics solution that provides extensive analytical capabilities and insights into machine-generated log data for the visibility into complex IT environments. We are...

  • Data Scientist/Machine Learning Engineer

    Vor 2 Tagen

    Lausanne, Schweiz TN Switzerland Vollzeit

    Social network you want to login/join with:Data Scientist/Machine Learning Engineer, LausanneClient:LogmindLocation:LausanneJob Reference:109c65e25e4eJob Views:10Posted:21.01.2025Expiry Date:07.03.2025Job Description:We are a young and dynamic startup from Switzerland that has a mission to enable modern businesses to understand unstructured machine data in a...

  • Data Science Intern

    Vor 2 Tagen

    Lausanne, Schweiz Logmind Vollzeit

    If you are working towards a degree in information technology or a closely related field at EPFL or ETH, if you are a self-motivated and collaborative person with hands-on experience in machine learning or predictive analytics, this is the right place for you! Logmind can offer you a variety of interesting technical challenges in the field of data science...

  • Data Science Intern

    Vor 2 Tagen

    Lausanne, Schweiz TN Switzerland Vollzeit

    Social network you want to login/join with:If you are working towards a degree in information technology or a closely related field at EPFL or ETH, if you are a self-motivated and collaborative person with hands-on experience in machine learning or predictive analytics, this is the right place for you!Logmind can offer you a variety of interesting technical...

  • Data Science Expert

    Vor 5 Tagen

    Lausanne, Schweiz Playtika Ltd Vollzeit

    Join us at Playtika (NASDAQ: PLTK), where we're driven by the belief life needs play. We're on a mission to deliver infinite ways to play using cutting-edge technologies like AI and machine learning to craft immersive experiences that connect, inspire and entertain millions of players worldwide. From our start as a small mobile games company founded in...

  • Postdoctoral Fellowship

    Vor 3 Tagen

    Lausanne, Schweiz Centre hospitalier universitaire vaudois Vollzeit

    **Contexte**: The Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. In this team, we develop new machine-learning methods and...

  • Phd in Thermal Scanning Probe Lithography

    Vor 2 Tagen

    Lausanne, Schweiz emploi.epfl.ch Vollzeit

    **Mission** - We are offering a challenging position as a full-time (100%) PhD Student at the Institute of Electrical and Micro Engineering at EPFL, Lausanne. - We are delighted to offer a fully funded PhD positions as part of an international collaborative project aimed at pioneering new methods in quantum device nanofabrication. This Swiss National Science...

  • Phd in Polymer Precision Doping for Quantum Devices

    Vor 2 Tagen

    Lausanne, Schweiz emploi.epfl.ch Vollzeit

    **Mission** - We are offering a challenging position as a full-time (100%) PhD Student at the Institute of Electrical and Micro Engineering at EPFL, Lausanne. We are delighted to offer a fully funded PhD positions as part of an international collaborative project aimed at pioneering new methods in quantum device nanofabrication. This Swiss National Science...

  • Phd Pos. in Integrative Data Analysis for

    vor 2 Wochen

    Lausanne, Schweiz Centre hospitalier universitaire vaudois Vollzeit

    **Contexte**: The Lausanne University Hospital (CHUV) is one of five Swiss university hospitals. Through its collaboration with the Faculty of Biology and Medicine of the University of Lausanne and the EPFL, CHUV plays a leading role in the areas of medical care, medical research and training. The Radiology Department has a strong research focus, with...

  • Phd Positions

    Vor 7 Tagen

    Lausanne, Schweiz CDQ AG Vollzeit

    **Why us?**: In this position, you will conduct research on current topics related to enterprise data management and support multinational companies in becoming data driven. You will be employed at HEC Lausanne and work in the Competence Center Corporate Data Quality (CC CDQ), an industry-funded research consortium and expert community. As member of the CC...

  • Human and Product Insights Data Science Internship

    Vor 4 Tagen

    Lausanne, Schweiz Philip Morris International Vollzeit

    Be a part of a revolutionary change Times are changing at PMI. We’ve chosen to do something big. The world expects us to act responsibly. And we are doing just that by transforming our business and building our future on one clear purpose - to deliver a smoke-free future. This transformation will revolutionise every area of our business. The products we...

  • Senior Machine Learning Engineer

    Vor 3 Tagen

    Lausanne, Schweiz Visium SA Vollzeit

    Title: Senior Machine Learning EngineerType: Permanent contractLocation: Switzerland (Lausanne or Zurich)About usAt Visium, we enable enterprise executives in defining their AI & Data strategy, executing large scale transformations and implementing AI across operations, ensuring their organization becomes future-proof.With expertise in strategy,...

  • Data Scientist

    Vor 3 Tagen

    Lausanne, Schweiz Annaida Technologies Vollzeit

    **Data Scientist position** Annaida Technologies SA is an innovative Swiss startup headquartered in the vibrant EPFL Innovation Park, Lausanne. We specialize in cutting-edge medical device development, aiming to revolutionize assisted reproductive therapies (ART). We are looking for a Data Scientist to contribute to the development of advanced data...

  • Data Architect

    Vor 4 Tagen

    Lausanne, Schweiz Isomorphic Labs Vollzeit

    at Isomorphic Labs Lausanne **Data Architect, Lausanne**: We are looking for a data architect to join our data engineering team. Isomorphic Labs is a new Alphabet company that is reimagining drug discovery through a computational - and AI-first approach. We are on a mission to accelerate the speed, increase the efficacy and lower the cost of drug...

  • Data Scientist

    Vor 3 Tagen

    Lausanne, Schweiz Panda International Vollzeit

    **Data Scientist**: **Location** - Lausanne, Vaud, Switzerland **Business Sector** - AI **Job ref** - 22933 **Published** - 20 minutes ago We're on the hunt for a visionary Data Scientist, with a knack for genomics, to join our client's dynamic team. You'll play a pivotal role in analyzing complex genomic data, deriving insights that will fuel...