Thesis topic: Predicting train carriage stop positions with geospatial data
Want to explore how to predict train carriage stop positions with geospatial data? Join us for your master's thesis!
Are you a final-year master’s student looking for a thesis project that blends real-world impact with cutting-edge tech?
At Framna, we are passionate about creating digital products that shape markets and make everyday life better - and we want you to be part of it.
Every year, we welcome a group of master’s students into our Stockholm studio to spend their final semester with us. You will sit alongside our developers, designers, testers, analysts, and product delivery leads, get a place to sit in our cozy office, and join our social and learning activities - from lunch-and-learns to our weekly Friday demos and AWs. It is a chance to do your thesis in a collaborative setting, surrounded by people who are happy to share what they know.
Background
When travelling by train, it is not always obvious where on the platform a specific carriage will stop. Passengers who know this in advance can position themselves correctly - making boarding smoother, reducing stress, and shortening the time the train needs to wait at the station.
Previous approaches have relied on physical stop signs along the track, but these have limitations in flexibility and accuracy.
In this thesis project, you will explore predicting stop positions based on geospatial train data, with the goal of improving both operational efficiency and passenger experience.
What you will do
Some potential tasks within this thesis include:
- Investigating methods for handling GPS inaccuracies and noise, including how to clean the dataset
- Evaluating and comparing machine learning approaches for predicting carriage stop positions
- Performing statistical analysis of prediction accuracy and robustness
Who you are
This thesis may suit you if you:
- Are interested in machine learning
- Are curious about working with geospatial data
- Enjoy the occasional train ride
- Plan to start your master’s thesis project in January 2026
- Have the opportunity to work from our Stockholm studio
About Framna
Framna means ‘to bring forward’ in Old Norse. And that is exactly what we do. We partner with industry leaders (and those about to be) to create excellent digital products that define markets, reshape industries, and deliver meaningful impact.
Born from the union of digital agencies Bontouch, Move, and Shape, Framna emerged from a strong, product-led culture. Today, over 600 of us collaborate across ten studios in Denmark, the Netherlands, Poland, Sweden, Switzerland, and the US.
Every day, millions of users around the world rely on the products we help shape. From seamless payments to daily commutes, from better health management to smarter shopping. Our work supports more than €150 million in daily transactions and consistently earns an average App Store rating of 4.5.
Together with some of the world’s most ambitious brands, including Essity, SJ, Swish, and SEB, we craft products that lead markets and push boundaries. Because when products win, businesses win. We call it Win by product.
Our hiring process
- Psychometric assessment – personality and logic test
- Interview with our recruiter, Josephine
- Case assignment
- Case interview
Do you want to meet the team in person? Join us on September 23rd for our Master's Thesis Evening! You will hear more about our upcoming thesis topics, meet the team behind our projects, and get a feel for how we work at the intersection of creativity and technology. Sign up here!
- Department
- Students
- Role
- Master Thesis
- Locations
- Stockholm
- Remote status
- Hybrid
- Employment type
- Temporary
About Framna
Framna is a diverse and global team of builders, thinkers, and creators. We are united by one mission: to craft digital products that make everyday life better for millions of people worldwide. Today, over 500 of us collaborate across eight studios in Denmark, the Netherlands, Sweden, Switzerland, and the US.
Our name, rooted in Old Norse, means “to bring forward.” And that is exactly what we do. We partner with industry leaders (and those about to be) to create digital products that define markets, reshape industries, and drive meaningful growth. We call it Win by product.