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Data Scientist with ML (f/m/x)

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SeniorInne·B2B·Umowa o pracę
#376514·Dodano dziś·0
Źródło: justjoin.it
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Tech Stack / Keywords

PythonSQLPandasPredictive ModelsstatsmodelsNumPyscikit-learnETLMachine Learning

Firma i stanowisko

You will join a newly formed analytics team inside a leading global company in the tobacco industry, shaping how data drives consumer strategy and marketing performance.

Wymagania

  • Minimum 5 years of experience as a Data Scientist
  • Strong proficiency in SQL – ability to write complex queries, join large datasets, and prepare data for modeling
  • Proficiency in Python (libraries such as pandas, numpy, scikit-learn, statsmodels or similar) – focus on data analysis, modeling, and result validation
  • Experience working with large datasets and ETL processes
  • Ability to work with business data and interpret analytical results
  • Attention to code quality and reproducibility of analyses
  • Ability to communicate effectively in English in an international environment

Nice-to-have:

  • Expertise in the marketing and consumer analytics domain
  • Good understanding of segmentation models (clustering, scoring, customer profiling) and predictive models (propensity, churn, LTV)
  • Basic knowledge of model validation and performance metrics (AUC, lift, confusion matrix)

Obowiązki

  • Build and optimize predictive models (e.g., churn, propensity, segmentation, CLV, recommendations)
  • Analyze consumer and marketing data across multiple sources
  • Model and optimize customer journeys using AI/ML techniques
  • Collaborate with marketing and product teams to define analytical priorities
  • Translate complex analytical findings into clear business recommendations
  • Deliver analytical outputs together with actionable usage guidance for business teams
  • Prepare high-quality presentations, reports and data visualizations for non-technical stakeholders
  • Track model performance and measure business impact on marketing KPIs and P&L
  • Identify new opportunities for data-driven growth and champion data-based decision-making across the organization

Inne informacje

Wyrażam zgodę na przetwarzanie moich danych osobowych zamieszczonych w niniejszym CV przez Sii sp. z o.o. z siedzibą przy Al. Niepodległości 69, 02-626 Warszawa („Sii”) dla celów procesów rekrutacyjnych prowadzonych przez Sii.

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