Manager Data Science
Прямой работодатель Philip Morris Affiliates in Russia ( www.pmi.com )
Москва, Россия
Сеньор
9 декабря 2019
Работа в офисе
Опыт работы от 3 до 5 лет
Опыт работы от 3 до 5 лет
Короткая ссылка: gkjb.ru/hQUg
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.