Practical Data Science Internship - Time Series Sequential AIS Data Classification

Make your mark as a Data Science Intern – Time Series Sequential AIS Data Classification at Boskalis!
In this role, you will help enhance our existing machine learning model to better classify vessel activities from AIS data. Your work will broaden the scope of the model to recognize additional operational types, enabling more accurate and versatile activity detection. This internship offers the opportunity to apply and expand your data science skills in a challenging marine environment, working on an R&D project with real-world impact.

Your responsibilities as a Data Science Intern

• Collect and preprocess AIS datasets covering various dredging operation types.
• Explore advanced model architectures (e.g., generalized vs. multi-stage pipelines).
• Train, test, and evaluate machine learning models for sequential data classification.
• Integrate updated model(s) into the Databricks pipeline and collaborate with colleagues on deployment.
• Document methodologies, experiments, and results, and present findings to stakeholders.