Internship | Fine-tune AI Foundation Models on new modalities

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.

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-tunning 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 optimise large-scale ML models, implement and experiment with different Neural Network architectures, finetune or adapt pre-existing FMs, analyse and pre-process large datasets.

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 Modelling. 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.

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.
• A suitable internship allowance (615 euro for wo-, hbo- and mbo-students, for a full-time internship).
• Possibility of eight hours of free leave per internship month (for a full-time internship).
• A free membership of Jong TNO, where you can meet other TNO professionals and join several activities, such as sports activities, (work-related) courses or the yearly ski-trip.
• Use of a laptop.
• An allowance for travel expenses in case you don’t receive an OV-card.

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. Read more about TNO as an employer.

At TNO we encourage an inclusive work environment, where you can be yourself. Whatever your story and whatever unique qualities you bring to the table. It is by combining our unique strengths and perspectives that we are able to develop innovations that make a real difference in society. Want to know more? Read what steps we are taking in the area of diversity and inclusion.

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:

• Before the start of the internship, the internship agreement from TNO needs to be signed. For students at a college or university based in the Netherlands, TNO uses the UNL-template (supplemented with a number of specific agreements from TNO). For students of foreign and MBO educational institutions, the TNO internship agreement applies. TNO does not sign any other internship agreements.
• Before the start of the internship, the educational institution will need to confirm in writing that:
  • 1) you are enrolled at the educational institution during the internship, and;
  • 2) the internship takes place as part of the programme of the study.
• The confirmation of educational institution takes place by signing the UNL template or forms prepared by TNO.
• 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.