Data Scientist

1 tydzień temu


Warszawa, Polska Square One Resources Sp. z o.o. Pełny etat

Collaborate with fellow Data Scientists, Analysts and Engineers to drive innovation and develop top-notch analytical models and methods

Support and impact critical business decisions in areas of supply chain and marketing

Data Scientist


Your responsibilities

  • Actively participate in each stage of the data science lifecycle, from business understanding through model development to industrialization
  • Design, build and maintain statistical/machine learning models to optimize business operations
  • Explore and experiment with innovative ML techniques and approaches to maximize value generated by the team
  • Be a thought leader in development of methodology within big scale transformational projects
  • Communicate model & analysis results to a non-technical audience that includes stakeholders and senior management, and win their buy-in
  • Coach and mentor other team members on multiple aspects of a data scientist role

Our requirements

  • 2+ years of professional experience building and industrializing machine learning solutions
  • Very good command of Python and its use with version control (git) and testing
  • Practical knowledge of SQL, PySpark & Databricks
  • Experience in application of ML concepts and methodologies (regression and classification, time series modeling, feature engineering and selection, regularization etc.)
  • Solid knowledge of ML techniques and algorithms (incl. various regression types, ensembles, clustering, decision trees, boosting, etc.) and their pros and cons
  • Ability to reframe business challenges into data science problems and adjust ML methods & tools accordingly
  • Good communication and presentation skills, in particular facilitation of grasping complex topics by broad audiences, incl. non-technical stakeholders
  • Track record of effective collaboration with IT / data engineering teams in development and production phase

Aplikuj

 


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