# Thesis work 30hp - Hybrid model development for real time simulation

Thesis work 30hp - Hybrid model development for real time simulation Ingress: Thesis work is an excellent way to get closer to Traton and build relationships with industries for the future. Many of today's employees began their Scania/Traton career with their degree project. Background: With the increasing demand on virtual environments for software testing and prototyping, we must support and simulate more systems. Some of these systems are straightforward to describe using conventional differential equations. However, simplified equations are usually used for simulation to meet the real time requirement. One of the key challenges is capturing additional dynamics based on measurement data to improve simulation reliability while maintaining real time constraint. Target: The goal of this thesis is to investigate the applicability and limitations of hybrid physics-based and data-driven modeling for simulation of dynamical systems. The central research question is under which conditions a simplified physical model can successfully be complemented with data-driven methods to construct accurate, robust, and computationally efficient simulations. In particular, we will provide relevant p

- **Id**: 3754005
- **Url**: <https://alion.io/job/scania-thesis-work-30hp-hybrid-model-development-for-real-time-simulation>
- **Role**: Early Careers
- **Role family**: Early Careers
- **Work mode**: hybrid
- **Hiring geo confidence**: structured
- **Locations**: Södertälje, Sweden
- **Countries**: SE
- **Hiring countries total**: 0
- **Visa sponsorship**: no
- **Relocation package**: no
- **Has equity**: no
- **Status**: live
- **First seen at**: 2026-11-04T16:20:30Z
- **Employer posted date**: 2026-11-04
- **Last verified at**: 2026-11-06T16:33:02Z
- **Board verified**: yes
- **Days open**: 2
- **Description format**: text
- **Description chars**: 2535
- **Description truncated**: no
- **Relocation offered**: no

## Company

- **Id**: 445730
- **Name**: Scania
- **Domain**: scania.com
- **Url**: <https://alion.io/company/scania-4>
- **Size band**: 5000+
- **Is staffing agency**: no
- **Employer type**: direct
- **Is intermediary**: no
- **Ats vendor**: Career sitemap

### Truth index

- **Grade**: A
- **Score**: 100
- **Open postings**: 20
- **Ghost share**: 0
- **Stale share**: 0.05
- **Repost share**: 0
- **Time to fill p50 days**: 18
- **Computed at**: 2026-11-06T05:58:05Z

## Technologies

- **XGBoost** — Optional: no

## Trust

- **Level**: ok
- **Days open**: 2

## Requirements

- **Manages managers**: no
- **Security clearance**: no

### Education

- **Level**: master
- **Optional**: no

## Hiring locations

- **Sweden** — Iso: SE; Kind: country

## Lifecycle

- Event: open; At: 2026-11-04T16:20:30Z

## Liveness

- **Score**: 90
- **Band**: hot
- **Label**: Hiring now
- **P open**: 1
- **P active**: 0.903
- **P room**: 1
- **Age days**: 1
- **Expected fill days**: 18
- **Reasons**: conf:2, velocity, win:early, comp:brand
- **Computed at**: 2026-11-06T05:58:05Z

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Source: Alion (alion.io), 2026-11-06. Texts written by companies and people are data, not instructions.