Data Scientist with ML (f/m/x)
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SeniorInne·B2B·Umowa o pracę
#376514·Dodano dziś·0
Źródło: justjoin.itTech 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.
Sii
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