Magnet.me  -  Het slimme netwerk waarop hbo‑ en wo‑studenten hun baan of stage vinden.

Het slimme netwerk waarop hbo‑ en wo‑studenten hun baan of stage vinden.

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Data Scientist

Geplaatst 24 mrt. 2024
Werkervaring
1 tot 3 jaar
Full-time / part-time
Full-time
Functie
Soort opleiding
Taalvereiste
Engels (Vloeiend)

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Elsevier is looking for a Data Scientist to work in a large Data Science department helping to make the most of Elsevier’s high quality content on science, technology, engineering and medicine.

You will work in high visibility projects as a Data Scientist, bringing your Data Science and NLP expertise to projects. You will work in Squads and collaborate with Product's managers, domain experts, Knowledge representation experts, to build high value outcome from Elsevier content. You will have an opportunity to impact virtually all Elsevier applications related to Research and Operations.

Your responsibilities

  • Your experience allows you to translate business needs into data science projects, propose end to end solutions to handle complex problems on content transformation, using diverse technical and people resources (machine learning, taxonomies, linked data, domain experts, NLP …);
  • You will collaborate with products managers/owners, various team members to clearly identify projects KPIs and their measurement;

You will suggest and implement new ideas to improve operations content, using newly available methods or resources or with innovative views;

What you should bring

  • PhD/MSc in the field of in Natural Language Processing, Data Science, Computer Science or another quantitative field
  • Has strong knowledge of working with deep learning models (Transformers, Graph Networks, Multimodal networks)
  • Comfortable working with at least one of the following – Pytorch / Tensorflow
  • Proficiency with modern Python programming
  • Able to scope and build best-practices around the usage of Data Science frameworks.

Bonus points if you have:

  • Familiarity with Agile frameworks and tools like Jira
  • Experience with AWS services (e.g: Glue, S3)
  • Exposure to SQL and Natural Language Processing libraries
  • Experience with databricks
  • Have published paper in top tier NLP conferences
  • Experience in taking Machine Learning/ Deep Learning models to production (MLOps);
  • Proficiency in other programming language’s (Java, Scala, C++, Rust )

Elsevier is a world-leading provider of information solutions that enhance the performance of science, health, and technology professionals, empowering them to make better decisions, and deliver better care.

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