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Lead ML/AI Engineer (1120)

Опубликовано 02 августа 2021
Exadel

Аутсорс компания с офисами в Kyiv, Ukraine; Lviv, Ukraine; Kharkiv, Ukraine; Odessa, Ukraine.

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Опыт:
3-5 лет
Формат:
Полный день
Удалённая
Направления:
Data Engineering
Deep Learning
Data Science & AI
Что Вы будете делать Обязаности
  • Understand business objectives and models that help achieve them
  • Propose and realize new ideas to benefit our customers and the company
  • Fully cover (develop, maintain, and monitor) the entire lifecycle of created models
  • Propose new research, improvements, and best practices
  • Share knowledge, ideas, and new approaches with team members
  • Stay up-to-date with the latest findings in applied data science
Чем Вы должны обладать
Обязательно
  • Hands-on experience (3-6 years) developing machine learning solutions with Python for Unstructured Text Based Problems (NLP), including: ML problem analysis, Data preparation (Exploratory Data Analysis) & transformation, Feature analysis & selection, Topic Modelling & NER (Named Entity Recognition), ML model selection using parameter tuning, Model result analysis and presentation, Transfer Learning, Developing custom ML Model based on requirement
  • Good knowledge of machine learning libraries (like Scikit-learn, NLTK, spacy etc.)
  • Strong programming knowledge in Python, Flask, NumPy, Pandas etc.
  • Good knowledge in statistics and algorithms
  • Experience in image recognition or OCR technology
Желательно
  • Experience in Neural Networks and Deep Learning
  • Knowledge of ABBYY for PDF and image processing
  • Knowledge of cloud-based solutions, preferably Azure Cloud
  • Programming knowledge in MVC/.Net Core Web API, C#, SQL Server
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