Master Thesis Student – Battery Lifetime Analytics

Scania Group

. Implement battery aging models combining lab-test models or data with operational vehicle data .

Posted 10/14/2026full-timeSödertälje • SwedenEntry LevelWebsite

Core Competencies

Role fit

Core Competencies

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Demonstrates expertise in Bayesian Statistics, Numerical Programming, and Data Analysis, with proficiency in R or Python for developing battery aging models and probabilistic forecasts. Strong analytical skills are essential for combining vehicle operation data with lab tests and simulations.

Highest-signal resume keywords

Bayesian StatisticsNumerical ProgrammingData Analysis Using RProbabilistic Programming in StanSQL

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills

Bayesian StatisticsNumerical ProgrammingData Analysis Using RData Analysis Using PythonAnalytical CalculationsSQLTime Series ModelsProbabilistic Programming in StanBattery Aging ModelsLifetime Models

Industry Keywords

ElectrochemistryBattery TechnologyApplied MathematicsEngineeringPhysical Sciences

Tech Stack

Tools & technologies

PythonSQL

About the role

Key responsibilities & impact

Implement battery aging models combining lab-test models or data with operational vehicle data
Explore refining predictions and learning as operational data accumulates over time
Develop lifetime models combining vehicle-operation data with lab tests or simulations
Explore Bayesian methods for probabilistic forecasts using complex non-linear models
Conduct the thesis work on site at TRATON R&D in Södertälje

Requirements

What you’ll need

Student in applied mathematics or engineering
Knowledge of Bayesian statistics
Strong skills in numerical programming and data analysis using R or Python
Experience with analytical calculations
Knowledge of SQL, time series models, and probabilistic programming in Stan or a similar language is valuable
Scientific background from undergraduate courses in engineering or physical sciences is valuable
Knowledge of electrochemistry and battery technology is helpful but not necessary
Application must include a CV, personal letter, and transcript of grades
Must highlight relevant skills and coursework, including ongoing courses
A background check might be conducted

Benefits

Comp & perks

Thesis work as an opportunity to build relationships with TRATON Group and potential future career prospects
One-semester thesis project
Flexible January 2027 start date
Potential continuous improvement and learning opportunities through the project