Postdoc Scholar: Mathematics, ML & Data Science

University of Algarve; Portugal; Presencial; EUR 20 000 - 27 000; Tempo integral

Resumo da oferta

The University of Algarve in Portugal invites applications for a Postdoctoral Research Fellowship in Mathematics. The position is tied to the MInA project and funded by FEDER, with a duration of 12 months starting January 2027 and potential renewal to 2029.

The fellow will develop statistical and machine learning methods for water data analysis under Professor Clara Maria Henrique Cordeiro. Applicants must hold a PhD and show strong experience in computational statistics, ML, and programming in

Qualificações

• Applicant must hold a doctoral degree, preferably in Statistics, Applied Mathematics, Data Science, Computer Science, or related field.
• Experience in computational statistics, machine learning, and programming in R and/or Python.
• Experience with development of methodological procedures and implementation of advanced algorithms.

Responsabilidades

• Develop and validate statistical and machine learning methods for analysing water consumption data.
• Characterise consumption patterns, detect anomalies and water losses, and forecast demand.
• Contribute to the development of intelligent tools for sustainable water resources management.

Conhecimentos

Computational statistics

Machine learning

R programming

Python programming

Formação académica

PhD

Ferramentas

R

Python

Descrição da oferta de emprego

The University of Algarve in Portugal invites applications for a Postdoctoral Research Fellowship in Mathematics. The position is tied to the MInA project and funded by FEDER, with a duration of 12 months starting January 2027 and potential renewal to 2029.

The fellow will develop statistical and machine learning methods for water data analysis under Professor Clara Maria Henrique Cordeiro. Applicants must hold a PhD and show strong experience in computational statistics, ML, and programming in