Doctoral student in Mathematics for AI - Hiring in process/Finished, not possible to apply

Project description

Third-cycle subject: Applied and Computational Mathematics

The Department of Mathematics invites applications for a PhD position in mathematics for AI, specifically working on theory for learning algorithms and deep learning. The successful candidate will pursue a PhD project at the intersection of probability theory, mathematical analysis, statistical physics and artificial intelligence, with an emphasis on probability theory. The project is funded by Wallenberg AI, Autonomous Systems and Software Program (WASP), see https://wasp-sweden.org/graduate-school/; the candidate will be a part of the WASP cluster in AI/Math.

The aim of the project is to build towards a theory for learning algorithms and deep learning using tools from probability theory, statistical physics, partial differential equations and gradient flows. More generally the aim is to investigate the role of stochastic control and stochastic calculus in the analysis of learning algorithms and deep learning. Several directions of the project are possible and will be determined in collaboration with the PhD candidate.

Students with an interest in one or more fields related to the following are encouraged to apply: probability theory, artificial intelligence, machine learning, statistics, partial differential equations, optimisation, Monte Carlo methods, interacting particle systems, statistical physics, stochastic analysis.

For more detailed information about the project see: https://people.kth.se/~pierren/open.html  

or contact the supervisor: Pierre Nyquist, pierren@kth.se

Supervision: Pierre Nyquist is proposed to supervise the doctoral student. Decisions are made on admission

What we offer

• The possibility to study in a dynamic and international research environment in collaboration with industries and prominent universities from all over the world.Read more
• A workplace with many employee benefits and monthly salary according to KTH’s Doctoral student salary agreement.
• A postgraduate education at an institution that is active and supportive in matters pertaining to working conditions, gender equality and diversity as well as study environment.
• Work and study in Stockholm, close to nature and the water.
• Help to relocate and be settled in Sweden and at KTH.
• The Department of Mathematics hosts a number of active research groups, e.g. in probability theory and mathematical statistics, dynamical systems, mathematical physics, numerical analysis, partial differential equations and optimization. A description of the research can be found at www.math.kth.se.

Admission requirements

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:

• passed a second cycle degree (for example a master's degree), or
• completed course requirements of at least 240 higher education credits, of which at least 60 second-cycle higher education credits, or
• acquired, in some other way within or outside the country, substantially equivalent knowledge

The special requirements for the doctoral program are studies on the advanced level with specialization in mathematics, applied mathematics or computational mathematics.

In addition to the above, there is also a mandatory requirement for English equivalent to English B/6, read more here

Selection

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:

• independently pursue his or her work
• collaborate with others,
• have a professional approach and
• analyse and work with complex issues.

In addition to the traditional academic merits, a relevant degree project and international experience are regarded as advantageous qualifications.

After the qualification requirements, great emphasis will be placed on personal competency. 

Target degree: Doctoral degree

Information regarding admission and employment

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.

Union representatives

You will find contact information for union representatives on KTH's website.

Doctoral section (Students’ union on KTH Royal Institute of Technology)

You will find contact information for doctoral section on the section's website.

Application

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:

• CV including your relevant professional experience and knowledge.
• Application letter with a brief description of why you want to pursue research studies, about what your academic interests are and how they relate to your previous studies and future goals. (Maximum 2 pages long)
• Copies of diplomas and grades from previous university studies and certificates of fulfilled language requirements (see above). Translations into English or Swedish if the original document is not issued in one of these languages.Copies of originals must be certified.
• Representative publications or technical reports. For longer documents, please provide a summary (abstract) and a web link to the full text.

Other information

Striving towards gender equality, diversity and equal conditions is both a question of quality for KTH and a given part of our values.

For information about processing of personal data in the recruitment process please read here.

We firmly decline all contact with staffing and recruitment agencies and job ad salespersons.

Disclaimer: In case of discrepancy between the Swedish original and the English translation of the job announcement, the Swedish version takes precedence.