20 meilleures offres (stagiair, kruisem) (à pourvoir)

INTERNSHIP/ THESIS - Fleet-Level Robust Modeling for Embedded Accelerometer Self-Diagnostics in Railway Systems
Televic Rail —Izegem
- Travail hybride
- Master
- Machine learning
- Production
Postuler rapidement
Stagiair(e) Marketing - CRM & Loyalty
Lidl —Merelbeke
- Temps partiel
- Anglais
- Bureau
- Esprit d'analyse
Internship Marketing: Pastry - Bread/Italian Savoury
Vandemoortele —Gand
- Marketing
- Master
- Gestion de projet
Internship- Agentic AI for Documentation & Project Predictability
Barco —Courtrai
- Informatique
- APIs
- Intelligence artificielle
INTERNSHIP/ THESIS - AI supported hardware development and maintenance process
Televic Rail —Izegem
- Travail hybride
- Master
- Bachelier
- Machine learning
Postuler rapidement
Internship Marketing (stage)
ION Develop Different —Waregem
- Marketing
- Bachelier
- Stage
Postuler rapidement
Part-time Research Assistant (60%)
Universiteit Gent —Gand
- Temps partiel
- Travail hybride
- Espagnol
- Recherche
- Bureau
Stagiair
Bekaert-Callebaut Accountancy —Wortegem-Petegem
- Stage
- Compétences en communication
Stage sales support
RENSON —Kruisem
- Master
- Bachelier
- Stage
Technische stage (secundair)
Unilin —Waregem
- Certificat de l'enseignement secondaire supérieur
- Stage
Internship System Engineer - Microsoft Azure (Autumn 2026 or Spring 2027)
EASI SA —Gand
- Azure
- Master
- Bachelier
Stage HR
Finvision B.V. —Waregem
- Travail hybride
- Bachelier
- Psychologie
- Stage
Postuler rapidement
Stage Accountancy '26 - '27 | Vlaanderen Zuid
Moore Belgium —Audenarde
- Master
- Bachelier
- Stage
Postuler rapidement
Stagiair Leveranciersboekhouding
Hedin Automotive Belgium —Gand
- Microsoft Excel
- Anglais
- Microsoft Office
INTERNSHIP SOCIAL MEDIA & CONTENT CREATION
BAVET —Sint-Martens-Latem
- Télétravail
- Stage
- Restaurant
Stagiair(e) Accounting
Wever & Ducré —Courtrai
- Systèmes PGI
- Bachelier
- Stage
Internship Network Security Engineer (Spring 2027)
EASI SA —Gand
- Master
- Bachelier
- IT
Stagiair(e) (ir.) architect
Stéphane Beel Architects —Gand
- AutoCAD
- Microsoft Office
- Stage
Marketing and Communication Intern
LOLO Ballerina —Sint-Martens-Latem
- Temps partiel
- Travail hybride
- Stage
Postuler rapidement
Stagiair(e) Sales Operations
Lidl —Merelbeke
- Temps partiel
- Bureau
- POS
- Sens de l'organisation

Je souhaite recevoir la dernière alerte Emploi pour les postes de ce type : stagiair (kruisem)

En vous connectant à votre compte, vous acceptez les Conditions d'utilisation de SimplyHired et consentez à notre Politique relative aux cookies et Politique de confidentialité.

Afficher des offres d'emploi dans d'autres lieux

stagiair jobs near kruisem

Stagiair, Waregem : emplois

Architect, Gent : emplois

System Engineer, Gent : emplois

Advocaat Stagiair, Oudenaarde : emplois

Stagiair M V, Amerika : emplois

Stagiair M V, Bruxelles Uccle : emplois

Stagiair Architect, Antwerp (province) : emplois

Marketing Communication, Namen (provincie) : emplois

Junior Marketing Communicatie, Gent : emplois

Stagiair Marketing, Aalst : emplois

Freelance Marketing, West Vlaanderen : emplois

Stagiair Marketing, Wijnegem : emplois

Social, Bruxelles : emplois

Social Media Specialist, Ways : emplois

Social Media Specialist, Louvain La Neuve : emplois

Social Media Specialist, Bruxelles Etterbeek : emplois

Assistante Social, Arrondissement De Huy : emplois

Social Media Specialist, Bruxelles Capitale : emplois

Assistent Architect, Halle : emplois

Cloud Architect, Beveren (waregem) : emplois

INTERNSHIP/ THESIS - Fleet-Level Robust Modeling for Embedded Accelerometer Self-Diagnostics in Railway Systems

Televic Rail
Izegem

Postuler rapidement

Détails de l'emploi

Stage

Qualifications

Master
Machine learning
Logiciel embarqué
Production

Description complète du poste

About Televic Rail:

With over 30 years of experience in designing, manufacturing and maintaining on-board communication and control systems, Televic Rail is a leading, trusted partner for railway operators and train builders worldwide. Its Passenger Information Systems and Control Systems are high quality, tailor-made solutions that offer the flexibility, user-friendliness and stability that our clients ask for. Our various types of on board control systems such as our bogie monitoring systems are innovative, yet reliable products designed specifically for the railway business. Trains and trams all around the world are equipped with Televic Rail solutions, from New Zealand to Canada, from China to the United States, from India to Belgium, England and France.

Your role:

This thesis addresses fleet-level consolidation of embedded machine learning models for accelerometer self-diagnostics in railway systems deployed on the COSAMIRA Edge platform. Each device currently learns the expected accelerometer behavior using speed and acceleration data and detects sensor faults through deviation from the learned model.

Such a system is used in large railway fleets where multiple trains of the same type operate under varying mechanical, environmental, and seasonal conditions. While per-device learning works, it does not generalize well across the fleet and may be sensitive to train-specific dynamics or temperature effects.

The objective of this thesis/internship is to design a method to collect learned models from selected devices, normalize and aggregate them into a single robust fleet-level model that remains stable despite inter-train disparities and seasonal variations.

Main challenges include:

Robust model aggregation under heterogeneous operating conditions
Outlier detection and rejection
Ensuring insensitivity to mechanical and environmental variability
Defining objective criteria to validate that local learning converged successfully
Extending both the learning and inference phases to improve robustness and early fault detection
The outcome will be a scalable fleet-intelligent framework for reliable embedded sensor health monitoring.

Extra info:

Level: Master
Domains: AI / Machine Learning, Embedded Software, Software
Type of work: Research: 20% - Implementation: 30% - Experimentation: 50%
Location: Televic
Number of students: 1

Postuler rapidement

Affinez votre recherche

stagiair emplois - kruisem

INTERNSHIP/ THESIS - Fleet-Level Robust Modeling for Embedded Accelerometer Self-Diagnostics in Railway Systems

Stagiair(e) Marketing - CRM & Loyalty

Internship Marketing: Pastry - Bread/Italian Savoury

Internship- Agentic AI for Documentation & Project Predictability

INTERNSHIP/ THESIS - AI supported hardware development and maintenance process

Internship Marketing (stage)

Part-time Research Assistant (60%)

Stagiair

Stage sales support

Technische stage (secundair)

Internship System Engineer - Microsoft Azure (Autumn 2026 or Spring 2027)

Stage HR

Stage Accountancy '26 - '27 | Vlaanderen Zuid

Stagiair Leveranciersboekhouding

INTERNSHIP SOCIAL MEDIA & CONTENT CREATION

Stagiair(e) Accounting

Internship Network Security Engineer (Spring 2027)

Stagiair(e) (ir.) architect

Marketing and Communication Intern

Stagiair(e) Sales Operations

Je souhaite recevoir la dernière alerte Emploi pour les postes de ce type : stagiair (kruisem)

Related Searches

Afficher des offres d'emploi dans d'autres lieux

Outils pour les chercheurs d'emploi

Outils Employeurs

Parcourir

Garder le contact