Machine Learning Graduate Internship Opportunity
2 weken geleden
Boskalis is seeking a talented Machine Learning Graduate Intern to join our team and contribute to the development of innovative solutions for complex infrastructural and marine projects.
About the RoleAs a Machine Learning Graduate Intern, you will work closely with our data science experts to develop and deploy a physics-informed machine learning model to classify sensor data quality. You will be responsible for researching and developing efficient methods for classification, exploring both AI-based approaches and hybrid models that integrate physics-based principles with semi-supervised machine learning algorithms.
Your Responsibilities- Work with engineers from the offshore and dredging divisions to identify the most important signals and processes for the various Boskalis fleets.
- Research and develop efficient methods for classification, exploring both AI-based approaches and hybrid models which integrate physics-based principles with semi-supervised machine learning algorithms.
- Develop and demonstrate the validity of your method.
- Work with Boskalis engineers to deploy the solution on our ships, using edge and/or cloud computing.
- MSc students in the field of Computer Science, Data science, Signal Processing, Electrical Engineering, Dredging and Offshore Technology, or Artificial Intelligence.
- Good command of the Dutch and/or English language.
- Experience with using machine learning within Python.
- Strong analytical skills.
- A proactive attitude will really help you integrate within the team and company.
- Supervision and support from data science experts from the Data Science & Engineering department.
- Supervision and support from experts of the Dredging Production Department and Offshore Energy Production Department.
- Access to more than 10 years of one second time series data of the sensors onboard our fleets, stored in deltatables, for semi-supervised model training, validation, and performance evaluation.
- Cloud infrastructure for training and deployment of AI models (Databricks).
- Well-established development facilities (Python, source code control, packaging).
- Salary and more: As an intern, you will receive an internship allowance. In addition, we offer a fun work environment with lots of challenges.
- A dynamic work environment: An internship where you can learn a lot from a leading company and where you will be part of a diverse team of experts.
- Young Boskalis: Are you younger than 36? Then join Young Boskalis Monthly social and sporting activities ranging from pub quizzes, yoga, bootcamps and an annual sailboat race. Networking and knowledge sharing are also an important part of Young Boskalis.
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