Internship | Fine-tune AI Foundation Models on new modalities

About this position

Foundation Models (FMs) are the new frontier of Artificial Intelligence (AI) research. In our Biodiversity Digital Twin project, we need to adapt general FMs on specific use-case datasets, possibly involving different variables from the ones that the FMs are trained onto. This role involves deep engagement with large-scale Machine Learning models that serve as the backbone for a variety of AI applications, including natural language processing, computer vision, and predictive analytics with focus on Earth Science.

What will be your role?

Join our project team to:

Use existing FMs to train on specific downstream tasks. You will be responsible for the fine-tuning of existing models on specific datasets that may require pre-processing.

The expected outcome of this internship would be:

• A fine-tuning technique that adapts FMs on specific downstream tasks of different modalities. This would include a validation pipeline for comparing the results of the fine-tuned FM with existing domain-specific models.
• We are looking for an enthusiastic individual with a strong drive to deliver a tangible result. Apply for this internship if you are keen to develop and optimize large-scale ML models, implement and experiment with different Neural Network architectures, fine-tune or adapt pre-existing FMs, analyze and pre-process large datasets.

What we expect from you

You are enrolled in a Master's program in Computer Science, Artificial Intelligence, Applied Mathematics or a related field. You have a good theoretical understanding and some practical experience in Machine Learning, Deep Learning, Statistical or Generative Modeling. Proficiency in Python and familiarity with Deep Learning frameworks like PyTorch is a plus. A demonstrated ability to work on complex problems and translate research into practical solutions with excellent analytical, communication, and teamwork skills is also highly valued.

What you'll get in return

You want an internship opportunity on the precursor of your career; an internship gives you an opportunity to take a good look at your prospective future employer. TNO goes a step further. It’s not just looking that interests us; you and your knowledge are essential to our innovation. That’s why we attach a great deal of value to your personal and professional development. You will, of course, be properly supervised during your work placement and be given the scope for you to get the best out of yourself. Furthermore, we provide:

• A highly professional, innovative internship environment, within a team of top experts.
• Use of a laptop.
• An allowance for travel expenses in case you don’t receive an OV-card.

TNO as an employer

At TNO, we innovate for a healthier, safer and more sustainable life. And for a strong economy. Since 1932, we have been making knowledge and technology available for the common good. We find each other in wonder and ingenuity. We are driven to push boundaries. There is all the space and support for your talent and ambition. You work with people who will challenge you: who inspire you and want to learn from you. Our state-of-the-art facilities are there to realize your vision. What you do at TNO matters: impact makes the difference. Because with every innovation you contribute to tomorrow’s world.

The selection process

After the first CV selection, the application process will be conducted by the concerning department. TNO will provide a suitable internship agreement. If you have any questions about this vacancy, you can contact the contact person mentioned below. Important to be aware of before applying:

• Interns at TNO must be in possession of a Dutch residential address at the start of the internship. Performance of internship activities from abroad is not possible.

Has this job opening sparked your interest?

Then we’d like to hear from you! For more information about the job or the selection process, you can contact Martino Mensio at martino.mensio@tno.nl.