Evaluation Metrics Specialist for Multimodal Health Data

1 week ago


Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time
Job Description

The IT University of Copenhagen invites highly motivated individuals to apply for a PhD or a 2-year postdoctoral research position starting late 2025 or in 2026. The project is funded by the Novo Nordisk Foundation Data Science Ascending Investigator grant titled "CHEETAH: CHallenges of Evaluating Teams and Algorithms" and is led by Associate Professor Veronika Cheplygina.

Machine learning competitions often face limitations in real-world applications, where similar algorithms that excel on specific accuracy metrics are not robust and fail to generalize to diverse data. To address this issue, we propose designing competitions with multiple metrics that capture algorithm robustness and diversity.

The successful applicants will join the PURRlab team consisting of Associate Professor Veronika Cheplygina, two postdocs, and a PhD student working on related projects within medical imaging and meta-science.

The ideal candidates for the positions will have:

  • A finalized or close to completion MSc (for PhDs) or PhD (for postdocs) degree, in computer science, mathematics, cognitive science, human-computer interaction, mathematics education or another discipline with a strong computational component.
  • Experience with data management and reproducibility, programming in Python or similar.
  • Experience with machine learning for imaging, NLP, tabular or other types of multimodal data.
  • Experience with research related to education and/or involving human participants is advantageous.


  • Copenhagen, Copenhagen, Denmark ELLIS Full time

    Multiple PhDs and postdocs on evaluation metrics for multimodal health dataThe PURRlab (Pattern Recognition Revisited lab) at the IT University of Copenhagen invites highly motivated individuals to apply for a PhD or a 2-year Postdoc position starting late 2025 or in 2026. The earliest possible start date is 1 October 2025.The project is funded by the Novo...


  • Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time

    Multiple PhD and postdoc positions on evaluation metrics for multimodal health data at the IT University of CopenhagenThe PURRlab (Pattern Recognition Revisited lab) at the IT University of Copenhagen invites highly motivated individuals to apply for a PhD or a 2 year Postdoc position starting late 2025 or in 2026. The earliest possible start date is 1...


  • Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time

    Multiple PhD and postdoc positions on evaluation metrics for multimodal health data at the IT University of Copenhagen The PURRlab (Pattern Recognition Revisited lab) at the IT University of Copenhagen invites highly motivated individuals to apply for a PhD or a 2 year Postdoc position starting late 2025 or in 2026. The earliest possible start date is 1...


  • Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time

    The PURRlab at the IT University of Copenhagen invites highly motivated individuals to apply for a PhD or a 2-year Postdoc position. The project, funded by the Novo Nordisk Foundation Data Science Ascending Investigator grant, aims to develop novel methods for evaluating teams and algorithms in healthcare.Machine learning competitions are often touted as...


  • Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time

    Are you interested in joining our team at the IT University of Copenhagen? We have PhD and postdoc positions available in multimodal health data evaluation.Our team's goal is to develop novel methods for evaluating teams and algorithms in healthcare. We focus on two multimodal disease (risk) prediction data: chest x-rays with radiology reports and retinal...


  • Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time

    At the IT University of Copenhagen, we have an opportunity for highly motivated individuals to join our research team as PhD students or postdocs. We aim to develop novel methods for evaluating teams and algorithms in healthcare.Our team focuses on designing competitions with multiple metrics, both in what the metric measures and which subgroups of patients...


  • Copenhagen, Copenhagen, Denmark IRCT International Rehabilitation Council for Torture Victims Full time

    Consultant to conduct evaluation of the Livelihoods ProjectConsultancy: Evaluation of Livelihoods Project for Torture SurvivorsAre you interested in evaluating the impact of integrating socioeconomic support into rehabilitation services for torture survivors? Are you experienced in analysing data from reports and interviews to assess how livelihoods...


  • Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time

    Our ProjectPARETO SECURITIES AS is involved in a pioneering project to leverage large-scale multimodal biomedical data combined with focused innovation in statistical and computational methods, including machine learning, to advance our understanding, treatment, and prevention of human disease. This project focuses on prediction, course, and outcome in...


  • Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time

    About the ProjectThe project aims to develop novel methods to evaluate and increase the diversity of evaluation data, design how to evaluate similarity of algorithms, and develop methods to combine and reuse parts of them, increasing robustness without disproportionate carbon footprint.The project is funded by the Novo Nordisk Foundation Data Science...


  • Copenhagen, Copenhagen, Denmark Amsterdam Data Collective Full time

    About Us: Amsterdam Data Collective is a fast-growing company that specializes in data and AI consulting. We empower organizations to achieve their goals through data-driven solutions with deep industry expertise. Our team of experts is driven to leverage advanced data and AI knowledge for the good, working closely with clients to deliver robust and...


  • Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time

    PhD/Postdoc position in applied big data analysis – statistics and AI/machine learning - leveraging large-scale health records with genetics for improved PREDICTION of COURSE AND OUTCOME for MENTAL DISORDERS (Statistics, Bioinformatics & Computer Science)PhD/Postdoc position with focus on analyses of large-scale complex multimodal data to advance...


  • Copenhagen, Copenhagen, Denmark PARETO SECURITIES AS Full time

    PhD/Postdoc position in applied big data analysis – statistics and AI/machine learning - leveraging large-scale health records with genetics for improved PREDICTION of COURSE AND OUTCOME for MENTAL DISORDERS (Statistics, Bioinformatics & Computer Science) PhD/Postdoc position with focus on analyses of large-scale complex multimodal data to advance...


  • Copenhagen, Copenhagen, Denmark Folkekirkens Nødhjælp Full time

    Background:DCA established its first office in Cambodia in 1997 after having supported partners since its inception in 1979. Currently, DCA's global strategy focuses on three areas: 'Fight Extreme Inequality' supporting active citizenship and human rights work, 'Save lives' focused on flood and drought humanitarian response, and 'Build Resilient Communities'...


  • Copenhagen, Copenhagen, Denmark GroupM Danmark Full time

    Econometric Modeling Team LeadJoin our team as a Sr. Data Scientist LeaderWe are a group of people who are enthusiastic about our field and very nerdy when we discuss which data modelling approach is best on a given project or participate in a data science hackathon. As a Sr. Data Scientist Leader, you will be part of this team and lead our efforts in...


  • Copenhagen, Copenhagen, Denmark Novo Holdings Full time

    Join us at Novo Holdings as we pursue our mission to drive positive impact in health, science and society.We are looking for talented individuals who share our passion for driving meaningful change. As a Data Insights Specialist, you will have the opportunity to analyze complex data sets and develop insights that inform business decisions.About Our CultureWe...


  • Copenhagen, Copenhagen, Denmark Novo Nordisk AS Full time

    Are you ready to lead transformative IT projects that shape the future of health and safety practices?Join us at Novo Nordisk and take charge of the roll-out of H&S IT solutions and training apps. As a H&S IT Solution Specialist, you will drive the planning, facilitation, and execution of pivotal initiatives.This role demands expertise in project management,...


  • Copenhagen, Copenhagen, Denmark Folkekirkens Nødhjælp Full time

    Folkekirkens Nødhjælp is a leading humanitarian organization that provides critical assistance to people affected by poverty, conflict, and natural disasters. We are seeking a skilled Evaluation and Learning Manager to join our team in Cambodia.The successful candidate will have a strong background in monitoring and evaluation, with a minimum of 5 years of...


  • Copenhagen, Copenhagen, Denmark Workday Peakon Full time

    Transform the Way We WorkWe're revolutionizing the enterprise software market at Workday, and we're looking for a highly creative and deeply skilled Machine Learning QA Engineer to join our team. Our culture is driven by our value of putting our people first, with a focus on employee happiness, development, and contribution.This is an exciting opportunity in...

  • Data Strategist

    5 days ago


    Copenhagen, Copenhagen, Denmark Trustpilot Full time

    About the Role">We are seeking a highly skilled Data Strategist to join our team at Trustpilot. As a key member of our analytics team, you will be responsible for developing and implementing data-driven strategies that drive business growth.Your primary focus will be on conducting in-depth analyses to understand user behavior, identify opportunities for...


  • Copenhagen, Copenhagen, Denmark Amsterdam Data Collective Full time

    Join Our Team as a Quantitative Research Assistant">About the Job:">We are seeking a highly motivated and detail-oriented intern to join our team as a Quantitative Research Assistant. As an intern, you will work closely with our experienced consultants to conduct quantitative research and analysis for our clients.Key Responsibilities:">">Data collection and...