The doctoral work will be done as part of research project “AI for Code”. Formal verification attempts to provide mathematical guarantees about the correctness of computer programs. In learning-assisted approaches, neural networks guide formal methods by taking as input a textual or symbolic representation of a program and outputting candidate invariants, specifications, or proofs. These networks are composed of learnable parameters trained via back-propagation to align with formal correctness objectives. In this project, we will study the feasibility and applicability of using AI to generate and verify formal guarantees for smart contract programs. The Ph.D. candidate will work towards this goal by conducting research on machine learning for formal verification and automated theorem proving. The candidate will join a group of researchers working on related topics, and is expected to bring expertise in the areas of formal methods, smart contracts, and machine learning.
The candidate should have a strong background in computer science. The PhD student is expected to publish in the top conferences and journals in the field of Software Engineering. The working language is English as this is needed in the daily work.
Supervision: Professor Martin Monperrus is proposed to supervise the doctoral student. Decisions are made on admission.
To be admitted to postgraduate education (Chapter 7, 39 § Swedish Higher Education Ordinance), the applicant must have basic eligibility in accordance with either of the following:
In addition to the above, there is also a mandatory requirement for English equivalent to English B/6.
In order to succeed as a doctoral student at KTH you need to be goal oriented and persevering in your work. During the selection process, candidates will be assessed upon their ability to:
After the qualification requirements, great emphasis will be placed on personal skills.
Only those admitted to postgraduate education may be employed as a doctoral student. The total length of employment may not be longer than what corresponds to full-time doctoral education in four years' time. An employed doctoral student can, to a limited extent (maximum 20%), perform certain tasks within their role, e.g. training and administration. A new position as a doctoral student is for a maximum of one year, and then the employment may be renewed for a maximum of two years at a time. In the case of studies that are to be completed with a licentiate degree, the total period of employment may not be longer than what corresponds to full-time doctoral education for two years.
As a doctoral student, you are entitled to a workplace with many employee benefits and monthly salary according to KTH's Doctoral student salary agreement.
Apply for the position and admission through KTH's recruitment system. It is the applicant's responsibility to ensure that the application is complete in accordance with the instructions in the advertisement.
Applications must be received at the last closing date at midnight, CET/CEST (Central European Time/Central European Summer Time).
Applications must include the following elements:
For information about processing of personal data in the recruitment process.
It may be the case that a position at KTH is classified as a security-sensitive role in accordance with the Protective Security Act (2018:585). If this applies to the specific position, a security clearance will be conducted for the applicant in accordance with the same law with the applicant's consent. In such cases, a prerequisite for employment is that the applicant is approved following the security clearance.
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Disclaimer: In case of discrepancy between the Swedish original and the English translation of the job announcement, the Swedish version takes precedence.
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Type of employment: Temporary position
Contract type: Full time
Full-time equivalent: 100%
First day of employment: According to agreement
Salary: Monthly salary according to KTH's doctoral student salary agreement
Number of positions: 1
Location: Stockholm
County: Stockholms län
Country: Sweden
Reference number: PA-2026-0787
Published: 12.Mar.2026
Last application date: 21.Mar.2026
Contact: Martin Monperrus, monperrus@kth.se +4687906337
Tagged as: Engineering, Physics
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