Senior Data Scientist with NLP
7 days ago
Key Responsibilities
- You will be applying Deep learning approaches like (Bi-)LSTM and transformer based models on our NLP products for internal customers of the Deutsche Telekom group
- You will prepare training & evaluation pipelines and apply state of the art Machine Learning approaches to improve processes in Finance (Controlling, Treasury, Accounting), Procurement, HR, and others
- You will contribute in designing & implementing prototypes of innovative NN applications in Python
- You will cooperate with the business side including your active contribution in customer workshops, meetings, and calls so the ability to explain technical points to business colleagues is a crucial part of this job, as is a consultant's mindset
- You will participate in team brainstorming sessions, code reviews, and pair programming sessions
- Depending on the use case, you will have the opportunity to work with a variety of tools and technologies like SAP, Scikit-learn, Keras, Spacy, Docker, Kubernetes, Flask or Tesseract and BI dashboarding tools like MicroStrategy, Qlik, Tableau, … knowledge of these is helpful
- You will have the chance to identify possible use cases for automation and data science, innovative ideas are welcome
Competence Profile
- Language: Fluent written and spoken English, German skills would be an advantage
- Education in the IT field would be beneficial
- More than 4 years working experience with Data Science projects, preferably with text data and related language models
- Preferably you have experience in working with LLMs / generative models
- You are good at programming in Python and are confident of working with APIs.
- We work with Jupyter Notebook and other IDEs. Experience with these tools is more than welcome but not necessary
- You are aware of and willing to apply Agile methodology (Scrum, XP, Kanban, etc.)
- You are not afraid to ask questions when something is not clear or point out when something seems inefficient to you
- You are an analytical thinker, have an affinity for structure, grasp things fast and work systematically
- You can develop working solutions quickly and you get things done
Interpersonal Skills
- Proactivity towards customer service is essential.
- Flexible and responsive to changing work patterns and demands
- A thorough and methodical approach to work
- Highly developed skills in interpersonal communication
- Knowledge sharing – active contributor.
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