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Must-have:

— Strong knowledge of Python (numpy, pandas, scikit-learn, etc.);
— Experience with big data technologies;
— Experience with at least one DL frameworks (Tensorflow, PyTorch);
— Experience in developing model from scratch (problem definition, data collection, feature engineering, model selection, validation, tuning, etc.);
— Deep understanding of classical ML Algorithms;
— Good knowledge of math and statistics;
— Good knowledge of PostgreSQL, MS SQL.


Must-have:

— The ability to perform all stages of Machine Learning services development — from data collection to production deployment
— Experience in data preparation, data normalization, and feature engineering for Machine Learning
— Advanced level in TensorFlow and Keras
— Experience in Data Science
— Experience in programming on Python
— Strong math background for Machine Learning and Data Science
— Experience in data collection from different data sources (SQL databases, third-party services)
— Experience with SQL databases (PostgreSQL / MS SQL / MySQL)


Must-have:
  • більше 5 років досвіду роботи в якості інженера-програміста (мінімум 2 роки інженера-програміста Python | Java);
  • знання SQL та досвід роботи з реляційними базами даних (MySQL, PostgreSQL);
  • бажаний досвід роботи з Big Data і NoSQL;
  • великим плюсом буде досвід роботи з Docker + Kubernetes, ELK Stack, Kafka, Apache Spark;
  • досвід побудови мікросервісной архітектури;
  • досвід побудови архітектури модульного тестування;
  • досвід роботи з Git;
  • глибокі знання Linux.

Must-have:
  • A degree in Computer Science or Mathematics, or similar field or equivalent experience.
  • Experience with TensorFlow/Python3.
  • Deep learning experience - CNNs, RNNs.
  • Excellent communication skills and ability to explain data-driven insights clearly.
  • Striving for simple solutions to complex problems.

Must-have:
  • Python, Django REST Framework, Mongoengine, Gunicorn.
  • PostgreSQL, MongoDB.
  • Experience with CI / CD.
  • Understanding(and experience) of API documentation.
  • Caching (Redis or RabbitMQ).
  • Celery.
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