Internship in Natural Language Processing / Named Entity Recognition
Internship in Natural Language Processing / Named Entity Recognition
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Job Description
Become part of our innovative team and contribute your knowledge in Natural Language Processing (NLP). During your internship you will work at the intersection of research and industrial application.
- You will take over an existing NER (Named Entity Recognition) transformer model for anonymizing English-language corporate data and further develop it through targeted fine-tuning.
- Furthermore you will independently expand the training datasets to continuously improve model performance and adapt it to new requirements.
- Also you will design and implement programmatic prompt engineering to extend our systems functionality to other languages enabling anonymization across language barriers.
- Additionally you will ensure that the adapted models are deployed and operated as a reliable service via automated pipelines in our cloud environment (Azure/Databricks).
- You will work closely with the team document your developments and ensure a rapid knowledge transfer within the company.
- The exact focus of your internship will be flexibly adapted to your experience interests and skills.
Qualifications :
- Education: Studies in the field of Computer Science Computer Linguistics Data Science Artificial Intelligence or comparable with advanced studies
- Experience and Knowledge: solid knowledge of Python and relevant machine learning libraries (e.g. PyTorch Hugging Face); practical experience with transformer models for NLP tasks especially Named Entity Recognition (NER); initial experience in prompt engineering and working with Large Language Models (LLMs); ideally initial exposure to cloud platforms (preferably Azure) and MLOps tools (e.g. Databricks)
- Personality and Working Practice: you are characterized by a structured and responsible work ethic
- Languages: very good in English and German
Additional Information :
Start: according to prior agreement
Duration: 6 months
Requirement for this internship is the enrollment at university. Please attach your CV transcript of records enrollment certificate examination regulations and if indicated a valid work and residence permit.
Diversity and inclusion are not just trends for us but are firmly anchored in our corporate culture. Therefore we welcome all applications regardless of gender age disability religion ethnic origin or sexual identity.
Need further information about the job
Oliver Maus (Functional Department)
#LI-DNI
You can also find more information about us at on our social media channels for example Instagram.
Move with us. Win together.
Remote Work :
No
Employment Type :
Full-time
Employment Type
Full-time
