Data Analyst / Scientist
New
Z
Zeely AIMarketing Intelligence
Remote-first формат: працюй звідки зручноFull-TimeMiddle
Salary not disclosed
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Job Details
- Experience
- 3+ роки
- Required Skills
- PythonSQLMachine LearningPandasBigQuerydbtscikit-learn
Requirements
- 3+ years of experience in Data Science or analytics with predictive models.
- Strong Python skills (pandas, scikit-learn, LightGBM).
- Proficiency in SQL.
- Fundamental knowledge of statistics and machine learning (model validation, quality metrics, uncertainty estimation).
- Experience in bringing models to production (reproducibility, versioning, retraining, and monitoring).
- Ability to translate models into decision-making tools and communicate results to non-technical stakeholders.
- Experience with subscription and payment data (preferred).
- Practical experience with incrementality experiment design and analysis (preferred).
- Experience with BigQuery and dbt (preferred).
Responsibilities
- Develop, validate, and maintain production-ready predicted LTV models.
- Evolve models based on changes in marketing channels, pricing, and product logic.
- Develop pROAS frameworks to guide marketing decisions, channel targeting, and budget scaling.
- Forecast marketing budgets and run scenario modeling.
- Develop predictive models for secondary business tasks such as lead scoring, churn, or account value.
- Document model logic, versions, quality, and limitations.
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