Middle Data Scientist

Местоположение и тип занятости

НовосибирскПолный рабочий день

Компания

Крупнейшая нефтесервисная компания

Описание вакансии

Условия работы

Responsibilities:

  • Manage data lifecycle: mining, cleaning, EDA, process, visualization
  • Develop and deploy ML models for various business tasks (equipment performance, anomalies detection in timeseries, optimization, decision support systems, etc.)
  • Enhance existing physics-based solutions with ML-based approaches
  • Present and discuss results with project stakeholders (in English)

Requirements:

  • Understanding of machine learning principles and methodology
  • Knowledge of basic ML models strengths, weaknesses, and applications
  • Knowledge of mathematical analysis and statistics
  • Experience with Python and data science stack such as numpy/ pandas/ scipy/ scikit-learn
  • Experience with querying data from SQL, Influx
  • Ability to read and understand technical documentation
  • English intermediate level
  • Bachelor’s/Master’s degree in Mathematics, Physics, Computer Science or Engineering or related field.
  • Advantage
    • Experience in design, train, and deployment of neural networks (CNN, RNN, MLP, etc.)
    • Experience in PyTorch and/or TensorFlow
    • Experience with Business Intelligence tools & systems (e.g., PowerBI, Tableau)
    • Experience in C++, GUI development, JavaScript

Conditions:

  • Corporate medical insurance with dental care and travel included
  • Relocation support to Novosibirsk
  • Interesting projects
  • Career and professional development
  • English learning program
  • Sports compensation
  • Corporate Pension Plan
  • Purchase of company shares at a discount
  • Discounts and special offers from the company's partners
  • Flexible schedule and hybrid work format