Senior Machine Learning Engineer
Develop ML-based camera calibration for next-generation ADAS and autonomous driving in the automotive sector, bridging computer vision, deep learning, and embedded systems.
About the Company
Avaron AB is a growing consultancy focused on technology, finance, and business support. We match your expertise with the market's most interesting assignments, offering a platform where your professional development is central.
About the Assignment
You will join a team within the automotive sector focused on next-generation ADAS and autonomous driving. The mission is to develop camera-based perception capabilities, where accurate camera calibration is a critical enabler for translating image observations into real-world coordinates and supporting safe, reliable driving functions.
In this role, you will work at the intersection of computer vision, machine learning, and embedded systems—balancing state-of-the-art algorithm development with system availability and hardware constraints for both development and production environments.
Job Description
- Design and develop machine learning–based algorithms and frameworks for camera calibration
- Create solutions that support both development and production platforms
- Enable accurate positioning for camera-based functions that output data in real-world coordinates
- Provide ground truth support for data annotation used in development and validation, including reference sensor cross-calibration
- Contribute to sensor fusion enablement with LiDAR, radar, and other onboard sensors
- Help ensure consistency in multi-camera systems enabling 360° surround view coverage
- Support online (dynamic) and offline calibration tools, including calibration monitoring and validation
- Collaborate with specialists across perception-related domains to enable core ADAS/AD functions such as detection of vehicles, pedestrians, cyclists, lanes/road boundaries, static objects, traffic signs, and traffic lights
Requirements
- Strong theoretical and practical expertise in machine learning
- Experience in algorithm development within geometric vision, robotics, or a strong mathematical background
- Solid software development experience, preferably in C, C++, and Python
- Systems engineering experience, preferably within embedded systems
- MSc degree in mathematics, image/signal processing, computer science, or a related field
- Fluency in English
Nice to have
- Experience deploying machine learning models on embedded platforms
- Deep knowledge of computer vision geometry (e.g., projective geometry, camera models, epipolar geometry, homographies) and optimization techniques
- Proficiency in Swedish
Application
Selections are made on an ongoing basis, so we recommend that you apply as soon as possible.
- Platser
- Linköping
Linköping
Om Avaron
Avaron grundades med visionen om att skapa ett konsultbolag där kompetens och livskvalitet går hand i hand. Vi är ett nischat team som idag verkar inom komplexa miljöer såsom bank, finans och storskalig industri.
Som konsult hos oss får du det bästa av två världar: tryggheten och de spännande uppdragen hos stora, etablerade uppdragsgivare, kombinerat med det lilla bolagets snabbhet, transparens och personliga kontakt.
Vi tror inte på krångliga hierarkier eller onödig administration. Istället lägger vi kraften på det som faktiskt betyder något – att leverera värde i våra projekt och att se till att våra medarbetare trivs, utvecklas och har en balans i livet som fungerar på riktigt.