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Manager Data Science

Прямой работодатель  Philip Morris Affiliates in Russia ( www.pmi.com )
Москва, Россия
Сеньор
Аналитика, Data Science, Big Data • Data scientist • Data Science • Python • R • Java • Machine Learning • Product аналитика • FMCG/Потребительские товары • Производство
9 декабря 2019
Работа в офисе
Опыт работы от 3 до 5 лет
Работодатель  Philip Morris Affiliates in Russia
Описание вакансии

Building data science models in the following areas:

  • Market evolution (Pricing, SoM evaluation, marketing campaigns, etc.)
  • B2C sales process models (consumer journey, customer segmentation, churn, etc.)
  • Factory operations optimization models

 

Core skills:

  • Experience in regressions, classification, time series data, neural networks
  • Ability to postulate and verify hypothesis regarding data
  • End-to-end ML solution
  • Dataset preparation, feature engineering
  • Be sensei for your teammates
  • Working with PostgreSQL
  • Git, Linux (Ubuntu, CentOS)

 

Extra skills:

  • Advanced Python, proficiency in OOP
  • Working with streamed and big data
  • ML Solutions / Kaggle portfolio
  • Data mining experience
  • Spark, R
  • Experience with Docker and CI/CD
  • Agile / Scrum, Product Management
  • Working with key business users
  • Presentation skills

 

Working environment:

  • Huge amount of raw data
  • Possibility to change business processes
  • Model to prod via CI/CD
  • Jupyter + PyCharm Pro
  • Cloud based computation
  • Pandas, Spark, ML Libs and other tools

 

We offer:

  • Permanent employment contract;
  • Encouraging and motivating corporate culture;
  • Competitive salary;
  • Life insurance, voluntary medical insurance;
  • Trainings;
  • Meal allowance.