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Xavier de Luna

2 months ago

PhD Student in Statistics – Machine Learning for Causal Inference with Big Datasets (WASP-HS Project) Umeå University in Sweden

Degree Level

PhD

Field of study

Computer Science

Funding

Available

Deadline

Expired

Country flag

Country

Sweden

University

Umeå University

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Where to contact

Official Email

Keywords

Computer Science
Data Science
Mathematics
Statistical Inference
Causal Inference
R Programming
Big Data
Supercomputing
Statistics
Machine learning

About this position

Umeå University, one of Sweden’s largest and most dynamic higher education institutions, is renowned for its world-leading research and high-quality education. The Department of Statistics at the Umeå School of Business, Economics and Statistics (USBE) is inviting applications for a fully funded PhD position in Statistics, focusing on the development of novel statistical methods for causal inference using machine learning and big datasets. This position is part of the WASP-HS project, 'Machine learning to study causality with big datasets: towards methods yielding valid statistical conclusions,' led by Professor Xavier de Luna and Tetiana Gorbach.

The project aims to advance statistical inference on causal effects by leveraging machine learning algorithms and large-scale data, contributing to the Stat4Reg research environment. As a PhD student, you will have access to Umeå University's supercomputing facilities and unique data infrastructure, including comprehensive socioeconomic and health data covering the entire Swedish population from 1960 to the present. This environment offers exceptional opportunities for interdisciplinary research and collaboration.

The PhD position is fully funded for four years, with the possibility of teaching or consulting duties up to 20% of your time, which may extend the program duration to ensure four years of graduate studies. The starting date is March 1, 2026, or as agreed, with the latest possible start date being November 1, 2026.

Applicants should hold an advanced degree with a major in Statistics or equivalent qualifications and have completed at least 30 ECTS credits in Mathematics. Experience with R programming or similar languages and familiarity with machine learning methods are considered advantageous. The selection process will assess your academic qualifications and potential to benefit from doctoral-level education.

To apply, submit your application via the Umeå University recruitment system by January 6, 2026. Your application should include a motivation letter, CV, completed 'New PhD' form, copies of undergraduate and graduate theses, degree certificates, and contact details for at least two referees. Non-EU/EEA applicants must ensure they have a valid residence permit before the study start date.

For further information, contact Professor Xavier de Luna ([email protected]), PhD Tetiana Gorbach ([email protected]), or Professor Marie Eriksson ([email protected]). More details about the doctoral program and the department can be found on the university’s website.

Umeå University fosters a collaborative and open academic culture, with a strong commitment to sustainability and societal development. The Department of Statistics is part of a vibrant research community, offering excellent resources and support for graduate students. Join us to contribute to cutting-edge research in statistical science and machine learning, and be part of a university that shapes the future.

Funding details

Available

What's required

Applicants must have a degree awarded at the advanced level with a major in Statistics or equivalent qualifications. They must have completed at least 30 ECTS credits in Mathematics. Assessment is based on qualifications and ability to benefit from doctoral-level education. Experience with R programming or similar languages and machine learning methods is considered a merit. Applicants should provide a motivation letter, CV, completed 'New PhD' form, copies of theses and degree certificates, and contact details for at least two referees. A valid residence permit is required for non-EU/EEA applicants before the study start date.

How to apply

Submit your application via the Umeå University recruitment system by January 6, 2026. Include a motivation letter, CV, completed 'New PhD' form, copies of theses and degree certificates, and contact details for at least two referees. Ensure you have a valid residence permit if required. For more details, visit the application link.

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