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Senior Data Scientist

Posted 4 months agoViewed

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πŸ’Ž Seniority level: Senior, Minimum 5 years

πŸ“ Location: Ukraine

πŸ” Industry: Pricing solutions and data science

🏒 Company: CompeteraπŸ‘₯ 51-100πŸ’° $3,000,000 Seed about 1 year agoArtificial Intelligence (AI)Big DataE-CommerceRetailMachine LearningAnalyticsRetail TechnologyInformation TechnologyEnterprise SoftwareSoftware

πŸ—£οΈ Languages: English

⏳ Experience: Minimum 5 years

πŸͺ„ Skills: PythonSQLAgileKerasMachine LearningNumpyPyTorchProduct DevelopmentStrategyAlgorithmsData sciencePandasTensorflowCollaboration

Requirements:
  • Minimum 5 years of experience in data science or related field.
  • Proficiency in SQL for data manipulation and extraction.
  • Strong Python skills for writing modular and readable code.
  • Solid mathematical background, preferably in a Computer Science-related field.
  • Proficiency in scientific Python toolkit: NumPy, pandas, scikit-learn, Keras/TensorFlow or PyTorch.
  • Familiarity with Time Series Forecasting approaches.
  • Experience in statistical testing methodologies, including A/B testing.
  • Experience with tabular and multimodal data for at least 3 years.
  • Knowledge and experience with Bayesian Models OR RL Models OR Causal Models.
  • English - upper-intermediate +.
Responsibilities:
  • Analyze retail data to derive insights and inform pricing strategies.
  • Develop prototypes of algorithms for pricing and demand prediction.
  • Test and monitor algorithm performance, iterating as necessary.
  • Participate in product development and collaborate with UX/UI teams.
  • Communicate developed algorithms to stakeholders.
  • Work closely with Software Engineer, Product Manager, and Data Scientist in an agile environment.
  • Ensure the pricing solution meets SMB seller needs while aligning with the product vision.
  • Take ownership of specific features or components within the pricing solution.
  • Stay informed about developments in pricing optimization and data science.
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