At Flanders Make, we conduct research focused on innovation in the (manufacturing) industry of the future. In upcoming projects, we aim to develop prototype software tools using state-of-the-art language processing techniques.
As an LLM Researcher at Flanders Make, you will combine state-of-the-art large language techniques, such as Retrieval-Augmented Generation (RAG) pipelines, with explicitly modeled context from knowledge graphs.
As an LLM Researcher at Flanders Make, you will combine state-of-the-art large language techniques, such as Retrieval-Augmented Generation (RAG) pipelines, with explicitly modeled context from knowledge graphs.
LLM Researcher for the manufacturing industry
Description de la fonction
Development and Implementation of AI Solutions for the Manufacturing Industry
You will join an agile environment where you collaborate with experts from software, mechanical, or mathematical engineering backgrounds, with expertise in areas such as model-driven engineering, computational design synthesis, optimization techniques, and mechatronic design.
Together, you will establish software developments that will radically accelerate tasks such as search queries for service engineers and data scientists in manufacturing companies. The goal is to create multiple versions of proof-of-concept solutions.
More concretely, you will:
You will join an agile environment where you collaborate with experts from software, mechanical, or mathematical engineering backgrounds, with expertise in areas such as model-driven engineering, computational design synthesis, optimization techniques, and mechatronic design.
Together, you will establish software developments that will radically accelerate tasks such as search queries for service engineers and data scientists in manufacturing companies. The goal is to create multiple versions of proof-of-concept solutions.
More concretely, you will:
- Develop Python tools for prompt generation, data processing (e.g., root-cause analysis), and controlling a combination of LLMs;
- Set up and train Large Language Models in various forms (open-weight or otherwise);
- Develop and connect knowledge and context in graph databases with the LLMs;
- Test proof-of-concept tool versions on Flanders Make's extensive internal (data) infrastructure, as well as externally on real business cases;
- Regularly present the progress of your technical concepts and findings to various stakeholders, including colleagues and partners;
- Actively expand your expertise in your domain and related topics.
Profil
Creative Problem Solver with LLM Expertise
As an LLM researcher, you are:
What you bring:
As an LLM researcher, you are:
- Interested in applied research that bridges the gap between academia and industry;
- Excited to collaborate with an interdisciplinary research team in a project-oriented environment;
- Eager to continually learn new techniques, technologies, and skills while staying informed about the latest academic and industrial research trends;
- Able to communicate your innovative algorithms to both industrial and academic stakeholders.
What you bring:
- Knowledge and background in machine learning, generative AI, and/or language processing;
- Proficiency and efficiency in writing code, primarily in Python;
- Experience with LLMs/AI applications in an academic or industrial context (a background in knowledge graphs is not required);
- Conceptual thinking with an ability to formalize ideas;
- Strong communication and listening skills, both with clients and within the team.
Offre
Our offer to you
Flanders Make offers you:
- A challenging job working with experts in various fields on real industrial problems;
- The opportunity to work with innovative companies active in Flanders;
- The opportunity to work with national and international research institutes;
- A warm, enthusiastic and international first class colleagues;
- An open-minded and flexible working environment;
- An attractive salary with fringe benefits.
Flanders Make colleagues work together on projects in Belgium from our sites in Kortrijk, Lommel and Leuven (flexible workplace policy).
Information pratique
Please fill in the online application form and upload a motivation letter and cv.
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