Postdoctoral Researcher in Natural Language Processing

EDU Passport LLC; West-Vlaanderen; À distance; EUR 47 000 - 60 000; Plein temps

Avantages offerts par ce poste

Hospitalization insurance

Eco-vouchers

Commuting reimbursement

Inexpensive meals

KU Leuven bicycle

Résumé du poste

KU Leuven is seeking a postdoctoral researcher in NLP to work on applied research projects in education, training and health, collaborating with industrial partners. You will lead algorithm development, ML/DL experiments, and ensure state-of-the-art results.

The role includes project management, literature reviews, data collection, evaluation, dissemination at conferences, and writing proposals. The position is based at KU Leuven Campus Kulak in Kortrijk with a competitive salary and benefits.

Qualifications

• PhD in CS or linguistics with NLP focus.
• Experience in Educational NLP / Industrial NLP research.
• Strong Python programming and ML/DL libraries (scikit-learn, PyTorch, transformers).
• Proven ability to work both independently and in teams; good communication in English; Dutch preferred.

Responsabilités

• Review literature and conduct experiments in NLP.
• Develop and evaluate NLP algorithms and models (ASR, LLMs, QA, dialogue).
• Coordinate with project partners and manage work packages.
• Disseminate results at conferences and in publications.
• Prepare progress reports and write proposals for new projects.
• Organize workshops and assist with consortium activities.

Connaissances

Python programming

Machine learning

Deep learning

PyTorch

Transformers

LangChain

scikit-learn

Git

Docker

Kubernetes

CI/CD pipelines

CUDA

Slurm

Full-stack basics

Analytical skills

English fluency

Dutch (preferable)

Formation

PhD in CS or Linguistics

Outils

Git

Docker

Kubernetes

CI/CD

CUDA

Slurm

Python ecosystem

Description du poste

Job Location

Global

Job Description

Offer Description

As postdoctoral researcher, you will work on applied research projects that are industrially relevant and in collaboration with companies. These projects are situated in our primary application domains, namely education, training, and health. You will ensure that the research remains state-of-the-art in NLP, overseeing project execution to ensure that objectives are realized in a timely and high-quality manner.

Furthermore, you will take on key project management responsibilities, including monitoring progress and facilitating collaboration among partners. Research Conduct literature reviews. Support data collection and analysis. Develop and evaluate NLP algorithms and models. Relevant NLP tasks include: ASR, (local) LLMs, open-domain and domain-specific language models, question answering, conversational agents, automated answer scoring, feedback generation. Participate in experimental evaluation of developed technologies.

Identify potential issues, blocking factors, and proactively propose solutions. Write research and project documentation. Collaboration Collaborate with senior and junior researchers within the team. Coordinate work with other research and industrial partners within the projects. Align work and objectives between work packages within projects. Participate in project meetings and consortium activities. Dissemination Communicate and disseminate results in scientific conferences and publications.

Work on developing proofs of concept (demos) for different project outcomes. Participate in scientific outreach (professionally oriented conferences). Support the organization of workshops, study days, networking events, etc. Management Monitor progress on project tasks, deadlines, milestones, and deliverables. Writing progress reports and other project documentation. Contribute to writing proposals for new research projects. Coordinate task execution between project partners to achieve the project objectives.

Facilitate communication among project partners. Ensure effective collaboration between academic, industrial, and training stakeholders. You hold a PhD degree in computer science or linguistics (or any related field), with a specialization in natural language processing and computational linguistics. You have a scientific background in the fields of Educational NLP and/or Industrial NLP or are willing to conduct research in these fields.

Your technical expertise includes: Strong programming skills, particularly in Python. Proficiency in other languages is a plus. Strong knowledge of and experience in machine learning and deep learning techniques, and relevant libraries such as scikit-learn, PyTorch, transformers, LangChain, etc. Familiarity with version control (Git) and DevOps tools (Docker, Kubernetes, CI/CD pipelines). Familiarity with high-performance computing (GPU, CUDA, Slurm, etc.). Notions of full-stack software development or a willingness to develop these skills. You possess strong problem-solving and analytical abilities, with a research-oriented mindset.

You can take initiative and excel both independently and as part of a team. Ideally, you already have expertise in the coordination and management of multi-partner research projects or are motivated to take on project management and coordination. Additionally, you have excellent communication skills, with fluency in English and preferably Dutch, both spoken and written.

We offer full-time employment for a Postdoctoral Researcher (salary scale 44 – postdoctoral assistant), ideally, you can start the position as soon as possible.

The appointment will be for 1 year initially and can be extended after a positive evaluation, depending on available funding. The candidate will be working at KU Leuven Campus Kulak in Kortrijk. As Postdoctoral Researcher, you will have every opportunity to develop yourself further in your professional career, by studying literature, attending seminars and workshops, and interacting with leading researchers from multiple disciplines.

The position offers flexibility and the opportunity to work in an enthusiastic team in a stimulating multicultural environment. In addition to a competitive salary, KU Leuven also offers several additional benefits, such as hospitalization insurance, eco-vouchers, reimbursement of commuting expenses by public transport, inexpensive meals, a KU Leuven bicycle, ...