ML Engineer at Outstaff Your Team

2 tygodni temu


Warszawa, Mazovia, Polska Serendeputy Pełny etat

Наш spin-off продукт і команда шукає допитливого ML Engineer, якому подобається створювати класні продукти та вирішувати складні задачі, і чаклувати над майбутніми фічами.

Продукт: створений для автоматизації сапорту (текстова комунікація) для популярних CRM-систем за допомогою ML.

Команда: у нашій команді вже є досвідчений СТО з беĸграундом у Data Science та Machine Learning, Front-End, Back-end розробники.

Що будемо робити:

  • Покращувати та підтримувати поточні рішення з автоматизації сапорту;
  • Розробляти нові фічі після повного знайомства з архітектурою;
  • Обговорювати стратегію проєкту, брейнстормити з командою.

Важливо і потрібно:

  • 2.5+ роки комерційного досвіду Machine learning (зокрема NLP);
  • Досвід роботи з моделями-трансформерами (usage, re-training, fine tuning);
  • Досвід з Deep Learning frameworks: Pytorch, Tensorflow;
  • Значний досвід програмування на Python, OOP, Rest API (Flask, Celery);
  • Досвід роботи з Docker та Docker-compose для ефективної контейнеризації та стратегій розгортання;
  • Гарні знання інструментів NLP та бібліотек NLTK, Spacy, scikit-learn, GenSim тощо;
  • Досвід роботи з моделями Seq2Seq;
  • Глибоке розуміння теоретичних концепцій Language modeling, Named Entity Recognition, text classification, clustering, topic modeling, embedding, ML metrics.
  • Повне занурення в ML;
  • Любов до мистецтва.

Ми пропонуємо:

  • Віддалена робота в Україні або деінде в близькому часовому поясі;
  • Атмосфера затишного стартапу зі стабільністю від холдингової компанії;
  • Можливість впливати на архітектуру продукту;
  • Адекватний, доброзичливий менеджмент та ніякої бюрократії;
  • Багато цікавих тасків та спілкування з командою;
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