NLP Data Scientist

  • Alldus
  • Berlin, Germany
  • 10/09/2020
Full time Data Science Data Analytics Big Data Data Management Statistics

Job Description

Senior NLP Engineer
Permanent employee,
Full-time ·
Berlin
Automotive industry

YOUR MISSION
As an NLP Engineer, you will be responsible for creating NLP components for English and German language, and later scaling them for more languages. You will be working with a cross-functional team of NLP specialists, developers, designers and product managers to develop an amazing product in the AI assistants space.

YOUR TASKS:

  • Improve statistical and rule-based intent and entity extraction models
  • Create statistical and grammar-based language models
  • Language model evaluation using python scripts
  • Generate corpus statistics
  • Write Python modules for NLP component
  • Integrate of NLP modules in Dialogue Manager
  • Write TypeScript code for the integration of NLP modules with Dialogue Manager
  • Collect multi-purpose conversational data, pre-process and submit for annotation
  • Work with UI/UX team to iterate requirements related to conversational UI/UX
  • Debug and fix bugs related to NLP components
  • Test what you've implemented plays nicely with the rest of the system & performs reasonably well end-to-end, which sometimes would require you testing in the production environment


YOUR PROFILE

  • Degree in computer science
  • Deep understanding of natural language basics
  • At least 4 years of experience in the relevant domain
  • Experience with Python programming language
  • Experience in version control with Git


OPTIONAL QUALIFICATIONS:

  • Experience with one or more general purpose NLP libraries, including but not limited to: spaCy, Stanford NLP, NLTK
  • Experience with one or more ML libraries and platforms, e.g., Scikit-Learn, TensorFlow, Theano, Py/Torch
  • Some level of knowledge in fundamental/traditional psycholinguistics and cognitive modeling of conversations/dialogues, not just statistical NLP technique
  • Experience in TypeScript programming language
  • Previous experience with voice-assistants/chat-bots

This is a fantastic opportunity to work alongside a team of skilled professionals with an opportunity to be involved in projects from their inception, through production, to commercialisation and beyond!

Apply now via the link or apply directly: fraser@alldus.com