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Location: Kraków, Lublin, Remote (Poland or any country in EU)
Tech stack: Python, Jupyter, Random Forest, LightGBM
Salary: B2B: PLN 150-170 / h
This is a short-term project for a period of 6 months
Responsibilities:
● Develop predictive models and machine learning algorithms to help optimize
our recommendation engine and ranking algorithms
● Use advanced statistical methods to identify opportunities
across various functions to drive increased use of the platform
● Communicate complex findings to multi-disciplinary teams
● Collaborate with cross-functional teams, including Product, Business
Development, Marketing
● Develop validation frameworks for new, experimental features and business
opportunities
Requirements
● At least 3 years experience within a similar position, where you developed
models in production
● Experience with Ranking algorithms and/or Recommender Systems
● Experience with ensemble learning algorithms (Random Forest, LightGBM)
● Experience with Google Cloud (BigQuery) or other public cloud providers
● You are a first-principles thinker understanding the assumptions and tradeoffs
that come with each solution
● Ability to ask business relevant questions and find the answers to them in
datasets with Jupyter notebooks
● Proficient in Python and basic software engineering practices (version control,
testing, code review
Benefits
Values & Atmosphere
• flexible attitude (including working hours) • international business trips • social events & awaydays • support for your ideas
Personal development
• external conferences • technical & soft skills training • switching between projects/technology • English classes • internal library
Health & Relax
• Employee Wellbeing Platform • private health care • multisport card • sports events • chill-out room • fresh fruits & juicer
Knowledge & Culture
• open source initiatives • Codete Mentorship Program • R&D department
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