Remote (Fluent Ukrainian) Data Scientist (NLP, LLM, Pytorch)

Description:

• The spin-off product and team are seeking a curious Data Scientist (NLP) who enjoys creating cool products 🇺🇦 and solving complex tasks, and enchanting future features.
• The product is designed to automate support (text communication) for popular CRM systems using ML.
• The team includes an experienced CTO with a background in Data Science and Machine Learning, Front-End, and Back-end developers.
• Responsibilities include improving and maintaining current support automation solutions, developing new features after a full understanding of the architecture, and discussing the project strategy, brainstorming with the team.

Requirements:

• 2.5+ years of commercial experience in Machine learning (especially 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 experience in programming with Python, OOP, Rest API (Flask, Celery), Docker.
• Good knowledge of NLP tools and libraries such as NLTK, Spacy, scikit-learn, GenSim, etc.
• Experience working with Seq2Seq models.
• Deep understanding of theoretical concepts in Language modeling, Named Entity Recognition, text classification, clustering, topic modeling, embedding, ML metrics.

Benefits:

• Business hours.
• Remote work in Ukraine or elsewhere in a similar time zone.
• Atmosphere of a cozy startup with stability from a holding company.
• Opportunity to influence the product architecture.
• Adequate, friendly management with no bureaucracy.
• Many interesting tasks and communication with the team.
• Competitive compensation in USD.