Expert Data Scientist (Ciudad de México, Cuauhtémoc)
TORRE BBVA BANCOMER, Mexico
MXN 360K-384K (estimate) Senior-level Full Time
Tasks
- Apply deep learning for predictive models
- Automate analytics with AutoML
- Build feature engineering pipelines
- Build intelligent analytics pipelines
- Communicate results to technical and business stakeholders
- Define advanced modeling strategy
- Define analytics KPIs
- Deploy and monitor models
- Design and lead machine learning solutions
- Detect data anomalies
- Forecast time series using ARIMA
- Forecast time series using Prophet
- Implement classification regression scoring and clustering models
- Improve model explainability
- Integrate and validate third party solutions
- Integrate generative AI for feature engineering and simulation
- Monitor data drift
- Optimize model metrics and recalibrate models
- Perform exploratory data analysis
- Train and validate machine learning models
- Use LLMs for interpretation and documentation
Perks/Benefits
- N/A
Skills/Tech-stack
ARIMA | Anomaly Detection | Automl | Classification | Clustering | Data Drift | Data drift monitoring | Deep learning | Distributed Computing | Drift monitoring | Feature Engineering | Generative AI | LLMs | Language Processing | MLOps | Machine Learning | Model Explainability | Model Validation | Natural Language | Natural Language Processing | Prophet | PySpark | Python | Regression | SQL | Series forecasting | Spark | Statistical modeling | Time Series | Time Series Forecasting
Education
Roles
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