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Fredrik Heintz

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1 week ago

PhD Student in Generative Machine Learning for Cyber Security Applications Linköping University in Sweden

I am recruiting a PhD student in generative machine learning for cyber security applications at Linköping University, supervised by Professor Fredrik Heintz.

Linköping University

Sweden

email-of-the@publisher.com

Nov 17, 2025

Keywords

Computer Science
Information Technology
Deep Learning
Mathematics
Algorithm Design
Artificial Intelligence
Cybersecurity
Trust
Generative Modeling
Reasoning
Interdisciplinary Collaboration
Supercomputing
Honeybee
Programming Language
Autonomous System
Multi-agent System
Machine learning

Description

Linköping University, a leading center for AI research and education in Sweden, is seeking a PhD student to join the Reasoning and Learning Lab (ReaL) within the Division of Artificial Intelligence and Integrated Computer Systems (AIICS) at the Department of Computer and Information Science (IDA). The position focuses on generative machine learning methods for cyber security applications, under the supervision of Professor Fredrik Heintz. The research is part of the WASP NEST SOURCE project, coordinated by Lund University, and the successful candidate will be enrolled in the WASP Graduate School, which offers a comprehensive curriculum, research visits, and networking opportunities with partner universities, industry, and visiting lecturers. The lab conducts research in machine learning, machine reasoning, and their intersection with autonomous systems, multi agent systems, and industrial applications. Linköping University hosts major national and EU-funded AI initiatives, including TrustLLM, WASP, WASP-ED, and the National Academic Infrastructure for Supercomputing in Sweden (NAISS). The PhD position is a full-time employment for four years, extendable up to five years based on teaching and institutional duties. Salary is determined by local negotiation, and employment benefits are provided. Applicants must hold a Master’s degree in computer science or equivalent, with strong knowledge in computer science, mathematics, algorithms, and programming. Experience in AI, machine learning, deep learning, and generative AI is advantageous. Candidates should demonstrate scientific curiosity, independence, teamwork skills, and excellent English communication abilities. Swedish language skills and undergraduate research experience are merits. Applications must include a personal letter detailing motivation and qualifications. The deadline for applications is November 17, 2025. Linköping University values diversity and equal opportunities, and encourages applicants from varied backgrounds. For more information about the WASP Graduate School and the university’s research programs, visit the provided links.

Funding

Available

How to apply

Apply for the position by clicking the 'Apply' button on the job page. Ensure your application and documents reach Linköping University by November 17, 2025. Include a personal letter explaining your interest and qualifications. Late applications will not be considered.

Requirements

Applicants must have graduated at Master’s level in computer science or have completed courses with a minimum of 240 credits, at least 60 of which must be advanced courses in computer science, mathematics, AI, machine learning or similar. Alternatively, essentially corresponding knowledge gained in another way is acceptable. Good knowledge of computer science, mathematics, algorithms, and programming is expected. Knowledge and experience in artificial intelligence and machine learning is expected but not required; deep learning and generative AI experience is an advantage. Undergraduate research experience is a merit but not required. Candidates should enjoy teamwork, be willing to learn and share knowledge, possess scientific curiosity, and be able to think independently. Excellent oral and written communication skills in English are required; Swedish language skills are a merit. Applicants must submit a personal letter motivating their interest and qualifications for the position.

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