Igor Poliakov

Data Science Manager, Ph.D. at OneDome

Igor Poliakov's work experience begins in 2005 at TNK-BP, where they worked as a Marketing Analyst, collecting and analyzing information on the oil market and providing support for the trading process. Igor then moved on to become the CEO of Analytical Agency DMC in 2009. In 2012, they joined Prom.ua, one of the largest Ukrainian marketplaces, as the Head of the Data Science Team, where they started as the first and only data scientist in the company. In 2015, Igor became a Data Science Manager, Ph.D. at OneDome, an online PropTech platform. Their responsibilities at OneDome included building and managing a data department, data project management, collecting and processing external data, developing data models and processing pipelines, and researching data-related projects.

Igor Poliakov obtained their Bachelor's degree in Telecommunications from the National Technical University of Ukraine 'Kyiv Polytechnic Institute' in 2003. Igor later earned a Ph.D. degree in Telecommunications from the same university.

In terms of additional certifications, Igor completed the following courses: Natural Language Processing by HSE University through Coursera in May 2021, Executive Data Science Specialization by Johns Hopkins University through Coursera in April 2021, Deep Learning Specialization by DeepLearning.AI through Coursera in February 2021, Project and Product Management in Data Science from ScrumTrek in August 2020, AWS Fundamentals Specialization by Amazon Web Services through Coursera in June 2020, Finding a structure in the data by Moscow Institute of Physics and Technology through Coursera in September 2017, Labeled data training by Moscow Institute of Physics and Technology through Coursera in May 2017, Mathematics and Python for Data Analysis by Moscow Institute of Physics and Technology through Coursera in March 2017, Process Mining: Data science in Action by Eindhoven University of Technology through Coursera in May 2015, and Machine Learning through Coursera in July 2012.

Additionally, Igor completed the BP program for improving skills in marketing through bp in June 2008 and an International oil trading, pricing, and risk management course from Channoil Consulting Limited in May 2007.

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Timeline

  • Data Science Manager, Ph.D.

    June, 2015 - present