Senior Machine Learning Engineer

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.

Detta är en jobbannons med titeln "Senior Machine Learning Engineer" hos företaget Avaron AB och publicerades på den 13 januari 2026 klockan 18:35.