Internship | Neurosymbolic AI for knowledge support in greenhouses

TNO; Den Haag; On-site; EUR 6,700 - 7,000; Full time

Benefits offered by this job

Laptop provided

€615 monthly internship allowance

Travel expense contribution

Jong TNO membership

Up to 8 hours leave per month

Job summary

TNO invites an AI/CS student to join an internship focused on neurosymbolic AI for the greenhouse sector. You will develop a co-learning module with state-of-the-art methods, exploring how user feedback can improve factuality and explainability in hybrid AI systems.

You will work with a team of TNO scientists and industry partners, define concrete subquestions, conduct experiments, and document findings in your graduation thesis or academic article.

Qualifications

• For internship, pursuing AI/CS studies with interest in neurosymbolic AI.
• Curiosity and proactive learning attitude are valued.
• Familiarity with version control tools is beneficial.

Responsibilities

• Develop co-learning module using neurosymbolic AI techniques.
• Explore integration of user feedback in hybrid AI systems.
• Define research subquestions and run experiments.
• Translate findings into a graduation report or academic article.
• Collaborate with TNO scientists and industry partners.

Skills

AI/CS background

Curiosity

Coding interest

Team collaboration

Education

BSc/MSc or MBO student status

Tools

Git

GitHub

GitLab

Job description

Make your mark on our time. Become an intern at TNO!

About this position

This internship focuses on the application of neurosymbolic AI techniques with direct impact in the greenhouse sector. Dutch greenhouses are complex, high-tech systems that require specialized expertise. As experienced professionals retire, preserving and transferring this specialized knowledge becomes increasingly important. To help preserve and share this knowledge, TNO develops solutions such as the Common Greenhouse Ontology (CGO), which standardizes greenhouse knowledge and supports interoperability. However, the increasing complexity of ontologies and knowledge graphs can make them difficult to understand, extend, and fully exploit. You will work with our team on the development of a neurosymbolic AI system that supports the preservation and exploitation of knowledge in the greenhouse sector. The system combines state-of-the-art tools and techniques, including LLMs, ontologies, knowledge graphs, and knowledge retrieval augmented generation. You will be part of an environment where curiosity is encouraged, ideas are welcomed, and you have the space to develop your expertise.

What will be your role?

During this internship, you will work on the developing of a co-learning module, using neurosymbolic AI techniques and research methods to explore and address the main research question: How can we integrate user feedback in a hybrid/neurosymbolic AI system to support users in the greenhouse domain by ensuring factuality and explainability? You will work with a team of TNO scientists and industry partners in the development of the system. During the project, you will be able to define concrete research subquestions to answer the main question, define and execute experiments, and translate your findings into a graduation thesis report and/or academic article. Along the way, you will further develop skills in neurosymbolic AI techniques, collaborative coding, and scientific research, gain knowledge in the greenhouse sector, and have the opportunity to contribute your own ideas within the team.

What we expect from you

For this internship, we are looking for a student with a background in AI and/or computer science who has an interest in neurosymbolic AI techniques such as the combination of of ontologies and knowledge graphs with large language models. You have an interest in coding and the motivation to keep improving your coding skills. It helps if you are used to work with tools like Git and GitLab or GitHub, but we are happy to support you in developing areas you want to learn more about. What matters most is that you are curious, proactive, and enjoy working together on the application of AI techniques to the greenhouse domain.

What you'll get in return

An internship at TNO means working in an environment where substance and impact are central. You will become part of a knowledge organisation where research and practice come together, and where experts collaborate on solutions to current societal and technological challenges.

Your internship is a period in which you can discover what suits you, where your strengths lie and what you would like to learn next. You are part of a professional working environment, gain insight into how things work in practice, and have the opportunity to build experience that goes beyond this internship alone. For many students, an internship is therefore also a first step in discovering whether TNO could be a potential next step after graduation.

In addition, we offer you:

• A professional and innovative internship environment in which you actively contribute to societal and technological challenges, working alongside leading experts in your field.
• Personal and dedicated supervision, with focus on your learning objectives, development and study assignment.
• Room to develop: you gain relevant work experience, develop both your subject-specific and professional skills, and build a valuable network.
• Use of a laptop and the facilities you need to perform your work effectively.
• A monthly internship allowance of € 615 for a full-time internship, for MSc, BSc and vocational education (MBO) students.
• Up to eight hours of leave per internship month for a full-time internship, allowing you to balance your internship with your studies and personal life.
• A contribution towards travel expenses if you are not entitled to a student travel card.
• A free membership to Jong TNO: the network for young colleagues, where you can meet other TNO colleagues and participate in sports activities, professional and personal development activities, and social events such as the annual ski trip.

TNO as an employer

Our people are at the heart of TNO. Their curiosity, expertise and entrepreneurial mindset make it possible to deliver high-impact research and innovations that contribute to society’s sustainable wellbeing and prosperity.

Your talent and ambition have every opportunity to flourish at TNO. You work with experts (both within and beyond TNO), have access to advanced technology and the freedom to explore, experiment and innovate. Our strength lies in independence, reliability and collaboration. We find each other in wonder and ingenuity. We are driven to push boundaries. By working with businesses and government, and by connecting different perspectives, we strengthen our innovative capability and create responsible, meaningful results.