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Data Scientist

4 tygodni temu

Gdańsk, Polska Lingaro Pełny etat

Responsibilities:

  • Business understanding, Data understanding/preparation, Modeling, Evaluation and Deployment of solutions – following CRISP-DM methodology.
  • Work on existing time series forecasting repositories.
  • Experience with business requirements gathering, transforming them into technical plan, data processing, feature engineering, hypothesis testing, transforming findings into tasks, sharing know-how and working on projects as a SME of Supply Chain area.
  • Proactive approach for areas where improvement is needed, like suggestions of improving existing pipelines (tests, support, and improvements).
  • Propose new experiments to improve model accuracy.
  • Improve existing python code according to programming best practices.
  • Work closely with optimizing PySpark code.
  • Deploy workflows/pipelines on Databricks.
  • Work on implementing new forecasting models.

Expectations:

  • At least 3 years of experience in related field.
  • Strong knowledge of Python (OOP, decorators, best practices).
  • PySpark - ability to write well optimized pyspark code.
  • Databricks – knowledge of how workflow/pipelines work. Knowledge of databricks structure and ml related functionalities.
  • Knowledge of forecasting methods (lgbm, xgbost, statistical methods etc.).
  • Knowledge of other ML methods (clustering, regression, classification).
  • Experience with Data Analysis, Data Mining, Statistics or Optimization methods.
  • Understanding and experience in applying Data Science/Machine Learning methods to Supply Chain (Manufacturing, Transportation, Warehousing, Inventory or Sustainability).
  • Ability to work independently and can do attitiude.
  • Experience in working with client-facing role.
  • Good communication skills.
  • Basic knowledge of Azure tools.

What we offer:

  • Stable employment. On the market since 2008, 1500+ talents currently on board in 7 global sites.
  • "Office as an option" model. You can choose to work remotely or in the office.
  • Great Place to Work certified employer.
  • Flexibility regarding working hours and your preferred form of contract.
  • Comprehensive online onboarding program with a "Buddy" from day 1.
  • Cooperation with top-tier engineers and experts.
  • Unlimited access to the Udemy learning platform from day 1.
  • Internal Gallup Certified Strengths Coach to support your growth.
  • Certificate training programs. Lingarians earn 500+ technology certificates yearly.
  • Upskilling support. Capability development programs, Competency Centers, knowledge sharing sessions, community webinars, 110+ training opportunities yearly.
  • Grow as we grow as a company. 76% of our managers are internal promotions.
  • A diverse, inclusive, and values-driven community.
  • Autonomy to choose the way you work. We trust your ideas.
  • Create our community together. Refer your friends to receive bonuses.
  • Activities to support your well-being and health.
  • Plenty of opportunities to donate to charities and support the environment.
  • Modern office equipment. Purchased for you or available to borrow, depending on your location.