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Operational Risk Data Scientist
Join CaixaBank as an operational risk data scientist, building predictive models to estimate losses and assess organizational impact. The role includes advanced analytics and migrating processes to Google Cloud.
विवरण
- Analyze large datasets to identify patterns and trends that may signal risk.
- Build predictive machine learning and statistical models to forecast risk events and their organizational impact.
- Recommend mitigation strategies to strengthen organizational resilience.
- Automate risk detection and management with technology solutions.
- Help design and implement the new operational loss data model.
- Develop and assess hybrid machine learning and advanced statistical models to estimate operational losses.
- Help migrate processes to Google Cloud using BigQuery, dbt, and Vertex AI.
- Design scalable pipelines with traceability, reproducibility, and efficiency.
- Automate reporting.
- Prepare data for internal reporting, particularly for the Operational Risk Committee.
- Contribute to reports and communications with senior management, Internal Validation, Audit, and supervisory authorities.
- Work with other teams specializing in operational losses.
आवश्यकताएँ
- Higher education degree in mathematics, statistics, data science, data engineering, or a related field.
- Experience analyzing advanced statistical or mathematical models.
- Advanced knowledge of R or Python.
- Advanced knowledge of SQL or SAS.
- Experience handling data in Google Cloud services, including BigQuery and Vertex AI.
- Knowledge of non-parametric models, especially for forecasting and text mining (NLP).
- Data engineering and optimization knowledge is an advantage.
- Experience with SQL pipelines and dbt.
- Version control experience with GitLab.
- Strong critical analysis and synthesis skills.
- Results-oriented, self-directed approach.
- Flexibility, foresight, and adaptability to change.
- Strong communication skills and ability to work with other departments.
- Strong relationship-building and teamwork skills.
- Initiative and a high degree of autonomy.
लाभ
- Personalized onboarding and support for professional development.
- An individual learning path with access to an online platform and self-directed learning resources.
- Comprehensive health insurance at no cost.
- Pension plan with contributions from CaixaBank.
- Flexible compensation options for transport, education, languages, childcare, and other expenses.
- Flexibility measures including remote work and flexible start times.
- Top Employer certification.
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