02 ago
|
Carrots
|
España
- DATA
BARCELONA
DATA
SCIENCE
INTERN
YOU ARE
- You are a Python-first, statistics-strong individual.
- You possess the autonomy and speed to self-direct and ship working code without step-by-step guidance.
- You are capable of explaining complex modeling choices in plain language with actionable conclusions.
- You are currently a student at a university in Spain able to sign a “convenio de prácticas”.
YOUR MISSION
- Partner with Data Analysts to solve complex problems such as probabilistic LTV, churn prediction, and forecasting.
- Build, compare, and iterate LTV models (e.g., survival/retention-based, GBMs) to produce calibrated predictions for UA and pricing.
- Predict churn windows and retention curves by app/geo/cohort to inform payback and creative strategies.
- Translate model outputs into conversion signals for Google and Meta optimization.
- Pull and transform event and purchase data from BigQuery, RevenueCat, and AppsFlyer into model-ready datasets.
- Evaluate A/B tests and pricing experiments using frequentist or Bayesian methods
YOUR SKILLS
- Core Technical:
Strong hands-on experience with Python (pandas, NumPy, scikit-learn, Jupyter).
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Theoretical: Solid understanding of probability, hypothesis testing, regression, classification, and model calibration.
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Evidence: Ability to show at least one end-to-end model (academic or personal project).
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Nice-to-have: Experience with Bayesian modeling (PyMC/Stan), survival analysis, gradient boosting (XGBoost/LightGBM), and SQL/BigQuery.
WE OFFER YOU
- Remuneration: A remunerated full-time position providing real ownership and impact.
- Flexibility: Adaptable working hours, 25 days annual leave, and 1 month of ‘work from anywhere’ outside of Spain.
- Workspace: Private office at Norrsken House and a €5,000 budget for professional home-office equipment.
- Wellness: Option for a high-end gym membership (innerflow.es) and healthy in-office catering starting at €2-€3.
- Career: Tailored career plan with performance reviews and salary calibrations every 6 months.
📌 DATA SCIENCE INTERN (España)
🏢 Carrots
📍 España