Senior 3D Perception Architect - Production ML Lead

AeroVect; Stockholms kommun; On-site; SEK 1,000,000 - 1,400,000; Full time

Job summary

AeroVect in Stockholm, Sweden, is seeking a senior architect for 2D/3D object detection to lead the perception stack from sensing to tracking, and to deploy models to production. You will drive ambitious research-to-production efforts and guide a team of engineers to solve real-world autonomy challenges.

You will mentor engineers, shape a roadmap for autonomy, and collaborate across product and research teams to turn advances in multi-modal perception into impactful, scalable solutions.

Qualifications

• Master’s or PhD in Computer Science, Robotics, Deep Learning, or a related field.
• 7+ years of focused experience in architecting and deploying 2D/3D object detection models.
• Experience with perception stack (sensing, preprocessing, detection & tracking) and Python proficiency.

Responsibilities

• Architect 3D object detection models, including multi-modal approaches (camera, LiDAR, Radar).
• Build and maintain data collection and evaluation (metrics) pipeline.
• Develop a proprietary multi-modal dataset for training and evaluation.
• Train, deploy and monitor 2D/3D object detection models to production.
• Build and execute a roadmap for the perception system.
• Mentor junior engineers about best practices.

Skills

Python

2D/3D object detection

Cross-functional leadership

Mentor engineers

Education

Master’s or PhD in Computer Science, Robotics, Deep Learning

PhD in related field (preferred)

Job description

AeroVect in Stockholm, Sweden, is seeking a senior architect for 2D/3D object detection to lead the perception stack from sensing to tracking, and to deploy models to production. You will drive ambitious research-to-production efforts and guide a team of engineers to solve real-world autonomy challenges.

You will mentor engineers, shape a roadmap for autonomy, and collaborate across product and research teams to turn advances in multi-modal perception into impactful, scalable solutions.