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Aix-Marseille Université – 3-year research engineer (IGR) in Statistics and Machine Learning (funded by Amidex)
Company Information: Aix-Marseille Université (AMU) is the largest multidisciplinary French-speaking university. AMU welcomes 80,000 students and nearly 8,000 staff on 5 large campuses that meet international standards. AMU is an research-intensive university that has forged partnerships around the world, and affirmed its territorial anchorage and integration and which ranks among the very first French universities in the Shanghai ranking.
AMU and its partners (CNRS, CEA, INSERM, Ecole Centrale, Sciences-po Aix, AP-HM) have obtained the national label Initiative of Excellence within the framework of the national PROGRAMME INVESTMENTS D'AVENIR. The objective of A*Midex university foundation is to enhance and develop the exceptional potential of the Aix-Marseille site, by providing it with world-class research and higher education.
Position Title: 3-year research engineer (IGR) in Statistics and Machine Learning (funded by Amidex)
Duties and Responsibilities: Applications are invited for a three-year full time research engineer position starting in September-October 2025 in the A*MIDEX Chaire d'Excellence-funded project “Nonstationary Models of Biological Signals” (NOMOS), Principal Investigator Prof. Anna Dudek. According to the requirements of this funding program, candidates should not be currently employed by the University of Aix-Marseille and should have obtained their last degree outside AMU. Interviews with candidates will be conducted in English.
Project NOMOS Overview
Nonstationary signals are at the forefront of modern statistical analysis, as many observed phenomena cannot be adequately modeled by stationary processes. The NOMOS project aims to develop a new generation of nonstationary models and algorithms for analyzing various biological signals. The project will focus mainly on developing innovative models for biomedical signals with irregular cyclicity and exploring potential machine learning applications
Engagement:
(i) 50% of time dedicated to team collaboration, including statistical simulations, and research tasks such as developing and optimizing algorithms, testing and validating models, and conducting literature reviews, preparing presentations. Responsibilities also include writing and debugging codes for statistical modeling and machine learning applications, as well as documenting methodologies and results.
(ii) 50% of time focused on consulting for researchers at Aix-Marseille University and collaborating on applied projects with other laboratories. Tasks include data preparation and cleaning, designing and implementing machine learning workflows, performing statistical analyses, creating visualizations and dashboards, presenting findings to researchers, and contributing to research papers, reports, and grant proposals.
Position Qualifications: Profile: strong background in statistics and machine learning methods (PhD in statistics or machine learning), experience in statistical consulting welcomed, very good skills in R and/or Python, good knowledge of statistical learning methods. Up to 5 years of experience after PhD. Duration: 32 months. Full time.
Soft skills: Ability to work in a team, high communication skills, excellent ability to organize work, very good knowledge of English.
Salary Range: according to the french scale
Benefits:
Website: https://academicpositions.com/ad/aix-marseille-universite/2025/3-year-research-engineer-igr-in-statistics-and-machine-learning-funded-by-amidex/230115
Application Information: Applicants should include the following materials in their application:
(i) their full academic CV, including a list of publications,
(ii) a cover letter (max 1 page),
(iii) two reference letters to be sent directly by the referees to aedudek@agh.edu.pl
HOW TO APPLY: aedudek@agh.edu.pl
Contact Email: aedudek@agh.edu.pl
Application Deadline: 05/30/2025
Company NameAix-Marseille Université
Company Information
Aix-Marseille Université (AMU) is the largest multidisciplinary French-speaking university. AMU welcomes 80,000 students and nearly 8,000 staff on 5 large campuses that meet international standards. AMU is an research-intensive university that has forged partnerships around the world, and affirmed its territorial anchorage and integration and which ranks among the very first French universities in the Shanghai ranking.
AMU and its partners (CNRS, CEA, INSERM, Ecole Centrale, Sciences-po Aix, AP-HM) have obtained the national label Initiative of Excellence within the framework of the national PROGRAMME INVESTMENTS D'AVENIR. The objective of A*Midex university foundation is to enhance and develop the exceptional potential of the Aix-Marseille site, by providing it with world-class research and higher education.
Position Title3-year research engineer (IGR) in Statistics and Machine Learning (funded by Amidex)
Duties and Responsibilities
Applications are invited for a three-year full time research engineer position starting in September-October 2025 in the A*MIDEX Chaire d'Excellence-funded project “Nonstationary Models of Biological Signals” (NOMOS), Principal Investigator Prof. Anna Dudek. According to the requirements of this funding program, candidates should not be currently employed by the University of Aix-Marseille and should have obtained their last degree outside AMU. Interviews with candidates will be conducted in English.
Project NOMOS Overview
Nonstationary signals are at the forefront of modern statistical analysis, as many observed phenomena cannot be adequately modeled by stationary processes. The NOMOS project aims to develop a new generation of nonstationary models and algorithms for analyzing various biological signals. The project will focus mainly on developing innovative models for biomedical signals with irregular cyclicity and exploring potential machine learning applications
Engagement:
(i) 50% of time dedicated to team collaboration, including statistical simulations, and research tasks such as developing and optimizing algorithms, testing and validating models, and conducting literature reviews, preparing presentations. Responsibilities also include writing and debugging codes for statistical modeling and machine learning applications, as well as documenting methodologies and results.
(ii) 50% of time focused on consulting for researchers at Aix-Marseille University and collaborating on applied projects with other laboratories. Tasks include data preparation and cleaning, designing and implementing machine learning workflows, performing statistical analyses, creating visualizations and dashboards, presenting findings to researchers, and contributing to research papers, reports, and grant proposals.
Position Qualifications
Profile: strong background in statistics and machine learning methods (PhD in statistics or machine learning), experience in statistical consulting welcomed, very good skills in R and/or Python, good knowledge of statistical learning methods. Up to 5 years of experience after PhD. Duration: 32 months. Full time.
Soft skills: Ability to work in a team, high communication skills, excellent ability to organize work, very good knowledge of English.
Salary Rangeaccording to the french scale
Position or Company Websiteacademicpositions.com
Application Instructions
Applicants should include the following materials in their application:
(i) their full academic CV, including a list of publications,
(ii) a cover letter (max 1 page),
(iii) two reference letters to be sent directly by the referees to aedudek@agh.edu.pl
HOW TO APPLY: aedudek@agh.edu.pl