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.