Architect
Workplace: LUND, Sverige
Expires: August 12, 2025
We are looking for an experienced architect with expertise in machine learning (ML), deep learning (DL), and 3D computer vision. The assignment involves working in a technical environment where conditions are not fully defined from the start. This requires a combination of creative problem solving, advanced technical knowledge, and the ability to drive development in an uncertain and challenging context. In this role, you will evaluate different approaches, propose technical strategies, and actively participate in developing models tailored to the project's specific needs. The assignment requires physical presence three days per week.
Main requirements:
  • Documented experience in developing architecture for ML/DL models.
  • Experience designing models to handle non-standard problems such as image classification, object recognition, or image segmentation.
  • Strong background in 3D computer vision.
  • Fluent in Swedish and English, both spoken and written.
Responsibilities:
  • Design the overall architecture for machine learning and deep learning solutions.
  • Identify and select appropriate methods to solve complex and non-standard problems in computer vision.
  • Provide expert knowledge in evaluating technical alternatives and determining development direction.
  • Ensure solutions are adapted to project requirements and technical environment.
  • Collaborate closely with developers and other technical experts to drive the work forward.
Required hard skills:
  • Machine Learning Architecture
  • Deep Learning Model Design
  • 3D Computer Vision
  • Image Classification
  • Object Recognition
  • Image Segmentation
Recommended hard skills:
  • Experience in the automotive industry
  • Working with point cloud-based models
  • Familiarity with large and complex codebases
  • Project management in technical development projects
Soft skills:
  • Creative problem solving
  • Ability to work in uncertain and challenging contexts
  • Collaboration and teamwork
  • Strong communication skills in Swedish and English
Natural languages:
  • Swedish (Proficient)
  • English (Proficient)
Cultural skills:
  • Working in collaborative and innovative technical teams
  • Adapting to evolving project requirements