Optimization of Charging Schedules for Electric Buses in a Large Urban Agglomeration

European Commission; France; Sur place; EUR 7 000 - 100 000; Plein temps

Résumé du poste

Une entreprise innovante recherche un chercheur postdoctoral pour une bourse Marie Sklodowska-Curie à IMT Atlantique. Ce poste offre une occasion unique de mener des recherches interdisciplinaires sur l'évaluation fonctionnelle des capacités humaines. Vous travaillerez sur des projets passionnants utilisant des techniques de vision par ordinateur et d'apprentissage automatique pour évaluer les mouvements humains et intégrer des données sur la douleur. En rejoignant cette institution de recherche de premier plan, vous bénéficierez d'un environnement dynamique et d'un soutien institutionnel pour votre développement professionnel. Ne manquez pas cette chance de faire progresser votre carrière dans un cadre international.

Prestations

Formation sur les compétences transférables

Allocation de mobilité

Assistance pour le logement

Soutien à l'entrée et aux visas

Assurance santé

Qualifications

• Doctorat requis avec un maximum de 8 ans d'expérience en recherche.
• Compétences en ingénierie logicielle et vision par ordinateur nécessaires.

Responsabilités

• Développer un système d'évaluation fonctionnelle basé sur la vision par ordinateur.
• Intégrer la perception de la douleur dans l'évaluation automatique.

Connaissances

Ingénierie logicielle (Python, C++)

Outils d'apprentissage profond (PyTorch)

Outils de vision par ordinateur (OpenCV, MeTRAbs)

Compétences en communication scientifique en anglais

Formation

Doctorat en informatique

Outils

PyTorch

OpenCV

Description du poste

Organisation/Company IMT Atlantique

Department Computer Sciences

Research Field Computer science

Researcher Profile Recognised Researcher (R2)

Positions Postdoc Positions

Country France

Application Deadline 15 Apr 2025 - 23:59 (Europe/Paris)

Type of Contract Temporary

Job Status Full-time

Hours Per Week 37

Offer Starting Date 1 May 2026

Is the job funded through the EU Research Framework Programme? Horizon Europe - MSCA

Is the Job related to staff position within a Research Infrastructure? No

Offer Description

MSCA Postdoctoral Fellowship: Apply with IMT Atlantique and join us!

Thinking about your next career step and willing to boost your career? Looking to experience intersectoral, interdisciplinary and international research? Wishing to carry out your research in a place addressing industrial, environmental, societal and digital transitions as a priority challenge?

Then apply for a Marie Sklodowska-Curie (MSCA) Postdoctoral Fellowship with IMT Atlantique as host institution!

The MSCA Postdoctoral Fellowships (PF) provide funding to promising postdoctoral researchers with a view to develop their academic and transferable skills and enhance their career prospects by moving and working abroad.

By applying with IMT Atlantique you give yourself a chance to join a technological university ranked among the top 400 universities in the world (Top 201-250 for Computer Science, Top 251-301 for Engineering, Top 401-500 for Physical sciences (THE ranking), Top 101-150 for Management (Shangaï ranking)) and 65th to the THE Impact Rankings (2024). IMT Atlantique is also awarded with the “Bienvenue en France” label, a recognition delivered by Campus France for our capacity to welcome and host international researchers in the best working conditions.

Topic open:

Functional Capacity Evaluation evaluates the aptitude of a human worker to perform the tasks related to a specific job. Today, a standard medical examination done by an occupational doctor includes (1) an interview to identify the movements performed within a specific job and the corresponding articulations employed, (2) an observation of the worker’s body movements which specifically focus on the articulations employed by the worker in his job, and (3) a report on the pain felt by the worker during movement. Surprisingly, standardization and automation of such examinations is currently absent. We have developed an automated system for automatic functional capacity evaluation, based on computer vision and machine learning techniques, that evaluates video recordings of human movements providing them with a normalized score of functional capacity. However, we lack objective information about the worker’s sources of pain.

The scientific question that we want to address is how to integrate pain perception into an automatic functional capacity evaluation system? Specifically, how can we use thermal cameras to identify inflammation as a source of pain?

Keywords: Computer Vision, Thermal camera, Human movement quality assessment, Functional Capacity Evaluation

• Thermal camera (beneficial, but not necessary)

Skills:

• Software Engineering (Python, C++)
• Deep learning tools (PyTorch)
• Computer Vision tools (OpenCV, MeTRAbs)
• English scientific communication skills

Languages: ENGLISH Level Good

Additional Information

Conditions of the European Fellowship

Duration: 12 to 24 months

Funding for the Postdoctoral Fellow’s salary:

• Living allowance of € 7074* per month (gross amount, including social contributions and income tax)

+ Mobility allowance of € 710 per month (gross amount, including social contributions, but exempt from income tax)

+ If applicable, family allowance of € 660 per month (gross amount, including social contributions and income tax)

*Taking into account the country coefficient for France: 118,1 %

Funding for research, training and networking (e.g. conferences, courses, travel, lab material…): € 1 000 per month

Training: Training portfolio on transferable skills, including a training module on innovative entrepreneurship

Secondment: An interdisciplinary and/or intersectoral mobility (3 months up to 1/3 of the fellowship’s duration) is encouraged when relevant

Additional benefits:

The Postdoctoral Fellow will receive institutional support and guidance on language courses, accommodation, banking, daycare, schooling & family related issues, entry conditions/visas, health insurance, medical care, taxation/salaries, unemployment, work permit, etc. Accommodation in Brest, Nantes and Rennes can also be facilitated upon arrival, by the International Houses in these cities.

Eligibility criteria

You can apply if:

• You are an Experienced Researcher, i.e. in possession of a doctoral degree at the time of the call deadline and have got a maximum of 8 years full-time equivalent experience in research, from the date of the award of your PhD degree.
• You comply with the mobility rule, i.e. you must not have resided or carried out your main activity (work, studies, etc.) in France for more than 12 months in the 36 months immediately before the call deadline (10 September 2025). All nationalities are welcome!
• You want to carry out innovative research: only the best proposals will be selected by the European Commission.
• You already have great achievements in research: The CV is an important criterion in the MSCA application.

Selection process

How to apply for MSCA Postdoctoral Fellowship with IMT Atlantique:

• Please send us: 1) your CV and 2) a personal statement (maximum of 3 pages, free writing), which should include a personal introduction, qualifications and achievements, career development objectives, and general motivation. Please send your application via this link https://imtatlantique.fillout.com/mscapf2025 before 15 April 2025.

If your application is selected by the supervisors at IMT Atlantique, then, the next step would be to apply jointly for the MSCA PF call 2025, which will be launched by the European Commission in April 2025, with the deadline on 10 September 2025.

Step 2: Prepare the application for the MSCA PF

April 2025

• You will receive detailed information on MSCA PF from the European Project manager at IMT Atlantique to start your proposal preparation
• You elaborate the research approach jointly with your supervisor(s) and the EU project manager

May 2025

• You will receive a dedicated training session “Preparing for a Horizon Europe MSCA Postdoctoral Fellowship” + advice on institutional aspects and transversal issues (open science, gender, ethics and research data management…) + advice on how to write your proposal
• One joint meeting (candidate for fellowship + supervisor(s) + European Project Manager at IMT Atlantique) for the proposal revision

July or August 2025

• One joint meeting (candidate for fellowship + supervisor(s) + European Project Manager at IMT Atlantique) for the proposal revision

September 2025

• One joint meeting (candidate for fellowship + supervisor(s) + European Project Manager at IMT Atlantique) for the proposal proofreading
• Administrative support for your MSCA PF application
• We submit your application for you on the EU Portal (deadline: 10 September 2025).