SoftConstruct is the innovator in the field of big data and computer vision among Ukrainian IT companies with HQ in Armenia, Yerevan. We combine our extensive experience in the development of SportTech software with advanced technologies to develop original software for sports statistics, risk analysis and security.
22 ноября 2021

Data Scientist \ NLP Engineer

Киев, удаленно

SoftConstruct is growing! That’s why right now we’re looking for a talented and experienced Data Scientist / NLP Engineer to join our team.

Project:
This new project goal is to solve a set of interesting tasks based on huge text corpuses, and work in synergy with other company’s projects.
Text vectorization, text comparison, and text search engines are a few tasks for a project. It is about gathering structured and unstructured data, and building infrastructure around text models.

Technical stack: Python scientific stack (pandas, numpy, scipy), ML (Sklearn, PyTorch), NLP (NLTK, Gensim, BERT, etc.), SQL.

Requirements:

  • 3+ years of building NLP models in Python;
  • Strong understanding of SOTA solutions for text similarity, text classification, and text summarization;
  • Ability to write high quality code in Python;
  • Good knowledge of SQL;
  • Good skills in Data Visualization (e.g. matplotlib, seaborn, plotly);
  • Master in Science in Math/ Statistics or Computer Science/ Engineering

Nice to have:

  • Good automation skills;
  • Knowledge of text search databases.

Responsibilities:

  • Extraction, cleaning, and preparation of huge corpuses of text data from existing sources;
  • Tokenization, Stemming, Lemmatization of texts;
  • Build custom fast and reliable text models to serve different company’s needs: text classification, text similarity, keywords search;
  • Be in touch with today’s SOTA solutions, and be able to apply them for fast prototyping, and POCs;
  • Communicate with engineers, and participate in automation of all the previous processes, and efficient text models deployment.

We offer:

  • A team of experts, who are open to sharing knowledge and experience
  • Interesting and challenging work in a product and customer-oriented technology company
  • Support in training and development, starting from developing IDP to paying for Ukrainian and foreign conferences and other events
  • Flexible working hours and the possibility to work remotely
  • Annual leave, short terms sick leave and all paid sick days
  • Full tax and accounting support of individual entrepreneur activities (Group III, single tax)
  • Individual English classes at online school
  • Annual budget for training and/or sports
  • Free health insurance after probationary period
  • Silent office near Lukyanivska metro station

Sounds interesting? Then, apply now, don’t wait up. SoftConstruct is a cool place to work, where you’ll have fun, make friends, and grow professionally.

LinkedIn