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    Biomedical Data Scientist - Utrecht, Nederland - TNO

    TNO
    TNO Utrecht, Nederland

    5 dagen geleden

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    Beschrijving

    About this position

    The Research group RAPID (Risk Analysis for Prevention, Innovation & Development) specialises in multidisciplinary projects on the assessment of health risks due to potentially hazardous exposures in the general environment as well as via intake of food or drugs. RAPID consists of around 50 members with expertise in numerous fields including toxicology, epidemiology, exposome, chemistry, occupational hygiene, and statistics. RAPID develops innovative, science-based tools, models, and methods to estimate exposures, toxicity and potential health-risks accurately and efficiently. Ultimately, RAPID research focusses on preventing exposure, reducing risks and hence lower the burden of disease. This is achieved by RAPID's active involvement in endeavours such as advising on exposure prevention and reduction strategies and interventions, applying safe- and sustainable-by-design principles for products and processes, as well as generating actionable knowledge for policymakers and other stakeholders. This is done together with other TNO departments as well as universities, research institutes, government and industry partners.

    What will be your role?

    One of the research lines within the RAPID department focusses on the development of innovative text-mining and data-mining based solutions to support biomedical research. Examples include the development of the web-based platform TargetTri to support drug target profiling, the application of large language models (LLMs) to perform data-driven target identification and training and applying LLMs to support the development of animal free methodologies and analysing their translational value.

    As text-mining expert, you will work together with a team of developers and biomedical experts, depending on the project. You will also be part of the cross-departmental team of data scientists.

    We are looking for an experienced NLP/Data scientist with solid understanding of the biomedical domain to strengthen our team. Your core activities are:

  • Developing and applying NLP models to support various aspects of biomedical results;
  • Creation and curation of training and test sets required for development of new NLP models;
  • Determining relevancy and usability of existing LLMs for specific research questions;
  • Broad view on the NLP field and ability to advise on suitablity of text-mining methods;
  • Extracting relevant information from public databases and other resources following internal standards for data processing;
  • Compile and communicate research results in scientific publications, scientific conference presentations, and TNO internal reports;
  • Participation in (multidisciplinary) research projects and in scientific discussions with (international) experts from various fields both within TNO and in (inter)national projects;
  • Participate in writing internal and external research project proposals.

    • What we expect from you

    We are looking for an enthusiastic and proactive team player with scientific interest in applying text-and data-mining capabilities in the biomedical and health domain. You are data-oriented and confident in programming, data analysis and NLP. You are not only eager to explore new methodologies, but also driven by implementing these methodologies in applications that can be used by others. You will use your biomedical knowledge to steer and optimize the design of our text-mining solutions.

    We are looking for a candidate with:

  • Experience in the biomedical sciences field is required, e.g., pharmaceutical science, drug discovery;
  • Experience with NLP Tooling such as NLTK, SpaCy, and HuggingFace;
  • Experience with analyzing unstructured textual data sets and application of text-mining techniques (e.g. Named Entity Extraction, Relation Extraction, Text Classification, etc.);
  • Experience with other types of (big) data analyses (e.g.: building knowledge graphs);
  • Proficient in relevant programming languages (Python);
  • Passionate about NLP and wanting your work to have a high impact on health in practical applications;
  • Excellent verbal and written communicative skills in English;
  • Experience with working in project teams;
  • 32-40 hour a week availability.

    • What you'll get in return

    Challenging and varied work with a real impact. And plenty of opportunities as, at TNO, you are in charge of shaping your career. We offer a gross monthly salary between € 3,50,- and € 6,,- (based on your knowledge and experience), 8% holiday pay, a 13th month bonus of 8.33% and a flex budget (5.58% + € ). In addition, you will be given every opportunity to develop yourself.

    TNO offers optional employee benefits, enabling you to tailor your benefits package to match your personal situation. You may also expect:

  • An extremely professional, innovative working environment where colleagues are leading experts in their field.
  • The opportunity to attend courses, workshops and conferences, and to receive training and coaching based on your needs.
  • 33 days annual leave on a full-time basis.
  • An employer that values and encourages diverse talent, with initiatives like the Female Leadership Program, our Rainbow Community and round tables on inclusion topics.
  • We offer a comprehensive and flexible that also includes full compensation for public transportation for commuting and business travel.
  • Great social events with your team and other . That's how you will get to know a lot of people really quickly.
  • Flexible working hours, the possibility to work parttime (32 of 36 hours) and the possibility of working from home.
  • Extensive for international candidates.
  • A good pension scheme.

    • Read about tailoring your benefits package.

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