Research Engineer For Language Technologies
hace 1 semana
NLP model development : Development of multilingual information extraction models in the biomedical field, including mention extraction and linking of terms to controlled terminologies. Pre-training of cross-lingual large language models for healthcare.
Technical project coordination : Coordinate technical contributions from different partners in technological projects.
Documentation and Reporting : Create technical reports and project documentation in both English and Spanish.
Scientific writing : Collaborate in drafting technical research proposals and writing scientific papers.
Company :
Barcelona Supercomputing Center
Qualifications :
Education : University degree in computer science, mathematics, statistics, chemical engineering, materials engineering, data science, physics, bioinformatics, telecommunications, electrical engineering or equivalent.
Essential Knowledge and Professional Experience :
- Experience with Deep Learning and statistical data mining frameworks : Keras, TensorFlow, PySpark, PyTorch, SpaCy, etc.
- Experience with ML algorithms and techniques : LDA, Topic Modeling, LSTM, KNN, SVM, Decision Trees, Clustering, Word Embeddings, etc.
- Experience in the development or management of software resources / tools, GitHub + GitHub projects.
- Experience with NLP components and platforms.
- Experience with named entity recognition and entity linking methodologies.
Additional Knowledge and Professional Experience :
- Strong programming skills in at least one of the following languages : Python, C++, Scala, R, Java.
- Experience and skills related to bash, Docker, Kubernetes, Unity testing, Collab.
Competences :
- Interest in biomaterial sciences, biomedicine and related application domains.
- Good communication and presentation skills.
- Strong technical writing skills.
- Ability to work both independently and within a team.
- Used to work under pressure under strict deadlines.
Tagged as : Data Mining, Industry, Information Extraction, Language Modeling, NLP, Spain
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