(Senior) Data Scientist Natural Language Processing (m/f/d)

  • Bundesdruckerei
  • Berlin, Germany
  • 05/06/2024
Full time Data Science Big Data Statistics Biostatistics Data Warehouse

Job Description

We are looking for you as a (Senior) Data Scientist Natural Language Processing (m/f/d) to support the development of text models in a highly secure on-premise cloud storage solution at our Berlin location as soon as possible.

Your area of ​​responsibility
  • Conception, application and further development of NLP applications, in particular LLM, chatbots, text classification, information extraction and recommender systems
  • Further development of NLP components into holistic data-driven IT products and ensuring sustainable productive professional use
  • Advice and support to stakeholders, i.e. PO, developers, customers, on technical and technological challenges in the implementation of NLP projects
  • Integration and creation of task packages for handover to development units
your profile
  • Successful completion of a degree in computational linguistics, (business) informatics, mathematics, statistics or a comparable course of study
  • Very good methodological knowledge in Machine Learning/Deep Learning for NLP (e.g. Recurrent Neural Networks, LSTMs, Attention, Transformer, Language Modeling) and practical experience with the corresponding frameworks (e.g. Tensorflow, pyTorch)
  • Relevant proven professional experience in the conception and development of NLP projects and very good knowledge of linguistic structures and NLP algorithms
  • Practical experience in the preparation of text data (normalization, tokenizing, POS tagging, parsing) and professional programming experience in Python with common NLP frameworks (spaCy, Flair, Transformers)
  • Experience with (open source) LLMs
  • Experience with MLOps
  • Analytical and mathematical understanding
  • Customer-oriented and agile working methods (Scrum)