Master Thesis

Master Thesis - Road Condition Data Nowcast

Klimator is a Swedish software and intelligence company, that delivers state-of-the-art road weather data, empowering customers in different domains to capture and create real value. Klimator's mission is to enable data-driven change with cutting-edge technologies, with the vision of co-creating a better tomorrow. The company has an unparalleled legacy within road climatology and research which creates its unique ability to unleash world-leading predictive and detective road weather data. With proprietary data platforms, Klimator converts unapplicable data to real and relevant intelligence that supports innovation within numerous industries. For example, automotive players utilize Klimators software and data to improve driver experience, enhance ADAS functionalities, and enable safe and scalable AD.

Master Thesis Project description

Road Condition Data Nowcast

The aim of this project is to create a nowcast of the road condition on a road network based on floating car data using big data, cloud computing, ML, and statistics. How can observations from floating car data on discrete points, together with the Klimator road condition forecast, create a nowcast to be used as a base for further forecasting

In this work, you will learn about state of the art forecast- and nowcast models, big data, data science, ML and Amazon Cloud Services (AWS).

Note:

We appreciate your interest in Klimator. Klimator is an equal employment opportunity employer, committed to maintaining a supportive and inclusive workplace for all employees. Klimator does not discriminate against, and prohibits harassment of, any applicant or employee based on race, color, sex, sexual orientation, gender identity, religion, national origin, age or disability.

Apply now

We’d love to hear from you. Please fill out this form.

Passionate people push for progress

We seek people who share our values and push us forward with energy and innovative thinking.