DATA SCIENTIST - Santos/SP

Realizes activities in the development of new products and demands for continuous improvement of tools 1) SISMOŴDEEPBLUE, developing hydrodynamic, meteorological, and oceanographic models with Machine Learning applications for Artificial Intelligence;

• 2) SISMOD, Developing scripts to improve data quality received from equipment, applying quality control techniques based on the QARTOD standard, according to the global manual of oceanic data control by NOAA;

• Realizes activities in the development of new products and demands for the SISMOŴDEEPBLUE tool, through data collection, analysis, creation of a database, model development, and validation;

• • Solves problems with oceanographic data using Data Science;
• • Assists and supports the team in cleaning the dataset and feature engineering;
• • Works together with the data engineer to create datasets in the necessary format for training multiple machine learning models;
• • Cleans, analyzes, organizes, integrates data, and helps in creating data pipelines;
• • Acts in exploratory and descriptive analyses, as well as predictive modeling, applying machine learning;
• • Applies continuous improvements to the models that make up the SISMOŴDEEPBLUE tool;
• • Analyzes and applies improvements to data architecture, with direct communication with developers and/or Data Architect;
• • Leads oral and written presentations, as well as reports on results, for clients, partners, and other stakeholders;
• • Develops analysis reports, performance prediction, and predictive model development reports, directed at clients;
• • Uses PCA for possible experiments involving dimensionality reduction.
• • Uses notebooks like Jupyter and/or Google Colab;
• • Develops and improves AI models for analysis and prediction of meteorological-oceanographic time series;
• • Applies data processing, quality, and validation techniques (e.g. QARTOD/NOAA);
• • Works together with oceanographers and engineers in interpreting results;
• • Contributes to the evolution of our data analysis and visualization platform.