Master Thesis Worker - From Data Exploration to Scalable Engineering Practices

Teknik, data och digitalt · Data, AI och analys · Datavetenskap · Dataanalys · Mjukvaruutveckling

I korthet

TRATON GROUP søger en kandidat til et masterafhandlingsprojekt med fokus på dataudforskning til skalerbare ingeniørpraksisser. Du vil arbejde med at bygge værktøjer til læring på tværs af produktlivscyklussen, undersøge metoder til behandling af tidsseriedata og udvikle webbaserede interaktive visualiseringer. For at kvalificere dig skal du være indskrevet på en kandidatuddannelse inden for datalogi, datavidenskab, menneske-computer-interaktion, softwareingeniør eller et beslægtet felt, med erfaring inden for interaktiv visualisering, data engineering eller tidsseriedata.

Ansvarsområden

Conduct a pre-study and formulate one or more research questions within visual analytics, interactive visualisation, or visualisation of vehicle, test or simulation data for an engineering context.
Investigate methods for indexing, filtering, aggregating, and reducing large high-resolution time-series datasets at the level of detail required by the user's current question or view.
Explore and prototype web-based interactive visualisations that preserve important patterns, deviations, and events, while supporting navigation from overview to detailed analysis and, when needed, raw data.
Evaluate the proposed approach with R&D experts and assess trade-offs between responsiveness, scalability, analytical depth, and usability.
Optionally investigate how GPU acceleration can support interactive interfaces for complex time series.

Krav

Enrolled in a Master's program in computer science, data science, human-computer interaction, software engineering, or a related field.
Interest in, and some experience with, interactive visualisation, visual analytics, data engineering, or high-resolution time-series data.
Programming experience and willingness to work across the data pipeline, for example using Python, SQL, and/or web technologies.
Analytical, structured, and able to communicate with both technical specialists and engineering domain experts.
Interest in balancing technical performance with the user's need for context, clarity, and an intuitive analytical experience.

Önskade kvalifikationer

Curious about how large and complex datasets can be made understandable and useful.
Want to combine technical problem-solving with a human-centred perspective and are motivated by creating tools that help engineers understand data, discover deviations, and make well-founded decisions.

Förmåner

Thesis work is an excellent way to get closer to Scania and build relationships for the future.
Many of today's employees began their Scania career with their degree project.

Färdigheter

PythonSQL

#Data Exploration#Scalable Engineering Practices#Data Platforms#AI Strategies#Human-Centered Technology#Time Series Data#Interactive Visualization#Visual Analytics

Om Scania Group

Scania is a world-leading provider of transport solutions committed to a better tomorrow. Our purpose is to drive the shift towards a sustainable transport system. In doing so, we are creating a world of mobility that’s better for business, society and our environment. Employing more than 50,000 people in about 100 countries, Scania’s research and development is concentrated in Sweden, while production takes place in Europe and South America.

Se alla lediga jobb hos Scania Group Läs mer om Scania Group Webbplats

Företag

Scania Group

Publicerade jobb

för 1 dag sedan

Upphör

om 4 veckor

Anställningstyp

Heltid

Arbetsform

Hybrid

Erfarenhetsnivå

Junior

Platser

Södertälje, Sweden

Kvalifikation

Masterexamen

Sökande

Ansök tidigt

Liknande jobb

ABB

Västerås, Sweden

Master Thesis Worker - From Data Exploration to Scalable Engineering Practices

Ansvarsområden

Krav

Önskade kvalifikationer

Förmåner

Färdigheter

Om Scania Group

Liknande jobb

Project manager, production investments projects

Team Lead Embedded Software Developer

Senior Electrical Engineer

Industrial Engineering Intern

Customs Classification Specialist

Customs Classification Specialist - 12 Months Temporary Contract