Internship (student or graduate) data scientist - NLP - remote (Italy), part-time or full-time - MediNav

Internship Data Scientist NLP
- Remote (Italy) -Part-time or Full-time -Student or Graduate

Job description

MediNav is an innovative medtech company building a digital medical assistant that reduces admin time for doctors with 70%. MediNav listents to doctors speak, understands, transcribes, extracts and pre-fills medical forms. Right now we’re offering our assistant to hospitals and clinics in Romania and we’re looking to expand into new European markets.

Our tech is a mix of Java, Javascript, React for back-end and front-end and Python, PyTorch, Keras for speech recognition, AI and natural language processing. 

We’re an early stage start-up but we’re growing insanely fast.
To achieve our goals, we need smart, self-driven people who are looking for ways to challenge themselves and create brand new solutions. We don’t micro-manage, we don’t have the time for it!

 

What you should bring:

  • A machine learning basis such as neural networks. Proof of finishing a course such as deeplearning.ai would be ideal or a similar university course.
  • Python general programming including but not limited to Pandas, Numpy.
  • Tensorflow or PyTorch, Keras
  • Experience with prototyping in Jupyter Notebook / Jupyter Lab.
  • Some NLP (natural language processing) knowledge such as part-of-speech tagging, word embeddings, NER and other unsupervised and supervised techniques. Specifically NLTK, Spacy libraries would be a plus.
  • Familiarity with sequential models for NLP
  • Some experience with visualization libraries such as Dash.
  • General API knowledge and specifically Flask in Python
  • Optionally some knowledge of speech recognition techniques such as ASR (wav2vec, Whisper models)
  • Experience with Transformer models (at least as University projects)
  • Good level of English. Any additional language is a plus with a focus on Italian, Spanish, Romanian.
  • Knowledge and experience with at least one the following technologies: Relational Databases, MongoDB, Docker, Graph Databases (Neo4j).

What we offer:

  • A role in an ambitious, young company with the vision to change the medical field and flat hierarchy.
  • A growing and international start-up.
  • Fully remote job
  • If you’re really excited about what MediNav does, we have stock options and warrants for the most dedicated members of the team.

 

Employment Type: Contract/part-time


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