Our spin-off product and team is looking for an inquisitive NLP Engineer who enjoys building cool products 🇺🇦 and solving complex problems, and tinkering with future features. Product: created to automate support (text communication) for popular CRM systems using ML. Team : our team already has an experienced STO with a background in Data Science and Machine Learning, Front-End, Back-end developers. What we will do: Improve and support current support automation solutions; Develop new
Our spin-off product and team is looking for an inquisitive NLP Engineer who enjoys building cool products 🇺🇦 and solving complex problems, and tinkering with future features.
Product: created to automate support (text communication) for popular CRM systems using ML.
Team : our team already has an experienced STO with a background in Data Science and Machine Learning, Front-End, Back-end developers.
What we will do:
- Improve and support current support automation solutions;
- Develop new features after a complete acquaintance with the architecture;
- Discuss the project strategy, brainstorm with the team.
Requirements
Important and necessary:
- 2.5+ years commercial experience of Machine learning (in particular, NLP);
- Experience working with transformer models (usage, re-training, fine tuning);
- Experience with Docker and Docker-compose for efficient containerization and deployment strategies;
- Experience with Deep Learning frameworks: Pytorch, Tensorflow;
- Significant programming experience in Python, OOP, Rest API (Flask, Celery), Docker;
- Good knowledge of NLP tools and libraries NLTK, Spacy, scikit-learn, GenSim, etc.;
- Experience working with Seq2Seq models;
- Deep understanding of the theoretical concepts of Language modeling, Named Entity Recognition, text classification, clustering, topic modeling, embedding, ML metrics.
Will be a plus:
- Sense of humor😊
- Full immersion in ML;
- Love for art.
Benefits
We offer:
- Business hours;
- Remote work in Ukraine or elsewhere in a close time zone;
- The atmosphere of a cozy startup with stability from a holding company;
- Ability to influence product architecture;
- Adequate, friendly management and no bureaucracy;
- Many interesting tasks and communication with the team;
- Competitive compensation in USD.