The skills required to carry out a Data Scientist service are as follows:
- Master Data Exploration techniques to collect, clean and prepare data with a posture that aims to support the profession in the ideation phase.
- Know how to perform exploratory and descriptive analysis of data, using statistics and visualizations, to identify trends, correlations, anomalies, opportunities for optimization or value creation.
- Design, develop, test and deploy Data Science models adapted to business issues, using various approaches (Optimization, Machine Learning, Computer Vision, Generative AI, etc.).
- Respect MLops best practices (versioning, monitoring, CI/CD, etc.) to ensure the quality, reliability and security of models in production.
- Document and present the results of analysis and models to internal stakeholders using appropriate supports (reports, dashboards, etc.).