Job Overview
- Job type: Full time
- Work setting: Work from home
- Location: Remote (Worldwide)
- Salary: Competitive pay
- Employer: Zeely AI
Responsibilities
- Develop, validate, and maintain the predicted LTV model in production
- Develop the model together with the product: adapt it to changes in channels, tariffs and product logics
- Develop a pROAS framework for marketing solutions: payback, channel targets, and scaling rules
- Forecast marketing budget and simulate scenarios
- Develop predictive models for related business tasks, such as lead scoring, churn, or account value
- Document logic, versions, quality, and constraints of models
Requirements
- 3+ years of experience in Data Science or analytics with predictive models
- Strong Python (pandas, scikit-learn, LightGBM) and SQL
- fundamental basis in statistics and ML: model validation, selection of quality metrics, uncertainty estimation
- Experience in bringing models to working condition: reproducibility, versioning, retraining and monitoring
- Ability to turn a model into a decision-making tool and clearly explain its results and limitations to non-technical stakeholders
Will be a plus
- Experience with subscription and payment data
- Practical experience in the design and analysis of incrementality experiments
- Experience with BigQuery and dbt
Why working with us is interesting and promising:
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- Real ownership: your models directly shape where the company’s marketing budgets are invested;
- Focused role without blurring: you are focused on the quality and development of models, and not scattered between the technical setup of offices or BI reporting;
- Direct impact visibility: you will see how the results of your work turn into solutions, and do not disappear in the backlog;
- Remote-first format: work from where it is convenient, and if you want, we will be glad to see you in our offices in Warsaw and Kyiv;
- We provide 18 Day Off per year;
- 3 fully paid Sick Leave days per year + unlimited Sick Leave with 70% compensation;
- We conduct regular performance reviews so that the development is transparent and the results are properly evaluated;
- We have full support for Ukrainian sole proprietorships.
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