Our spin-off product and team is looking for an inquisitive ML Engineer who likes to build cool products 🇺🇦 and solve complex problems and tinker 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
Our spin-off product and team is looking for an inquisitive ML Engineer who likes to build cool products 🇺🇦 and solve complex problems and tinker 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. It is important and necessary: - 2.5+ years of commercial experience in Machine learning (in particular NLP); - Experience working with transformer models (usage, re-training, fine tuning); - Experience working 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 NLTK, Spacy libraries , scikit-learn, GenSim, etc.;- Experience 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. We offer: - Convenient 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; - The opportunity to influence the architecture of the product; - Adequate, friendly management and no bureaucracy; - Many interesting tasks and communication with the team; - Competitive compensation in USD.