Twentyfour Industries GmbH

Senior Perception Engineer — Aerial Vision, Tracking & 3D Geometry

Munich permanent full-time On-site
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Job Description

We’re looking for a Senior Perception Engineer to co-own and advance the production perception stack for autonomous drones. You’ll develop real-time C++ systems that combine learned visual detections with multi-object tracking, camera geometry, vehicle state, and monocular 3D target estimation. The role is focused on real world and deployable software: translating algorithms and models into maintainable onboard components, validating them on recorded and live flight data, and diagnosing failures across the complete perception pipeline. Design, implement, and maintain production C++ perception components for camera-based detection, tracking, target localization, and trajectory estimation on autonomous drones. Develop and improve multi-object tracking, data association, motion models, filtering, uncertainty propagation, track management, and fusion of detector and single-object-tracker outputs. Estimate target position and motion in world coordinates by fusing monocular vision with vehicle-state and navigation data, accounting for timing, uncertainty, latency, and degraded sensor states. Integrate and optimize neural-network models in the production C++ pipeline using ONNX, TensorRT, CUDA, and NVIDIA Jetson. Analyze recorded flight data and systematically reproduce and diagnose field failures. Define robust software interfaces and engineering standards, conduct design and code reviews, communicate clearly across disciplines, and collaborate effectively with ML, autonomy, simulation, and flight-test teams. Strong programming skills and experience designing, testing, and maintaining performance-sensitive production software. Hands-on experience shipping perception, state-estimation, localization, or tracking software on real robotic systems. Strong understanding of linear algebra, rigid-body transformations, coordinate frames, and projective geometry. Experience with probabilistic estimation, Kalman filtering or related estimators, uncertainty modeling, motion models, and sensor fusion. Ability to integrate learned models into a broader perception system and reason about preprocessing, output semantics, failure modes, latency, and model-to-system trade-offs. Good understanding of algorithms and data structures, strong software architecture judgment, and a track record of independently owning complex technical systems. Strong problem-solving and communication skills, with the ability to mentor engineers and collaborate across perception, ML, autonomy, embedded, and flight-test teams.

Frequently Asked Questions

What does the Senior Perception Engineer — Aerial Vision, Tracking & 3D Geometry role at Twentyfour Industries GmbH involve?

The Senior Perception Engineer — Aerial Vision, Tracking & 3D Geometry position at Twentyfour Industries GmbH in Munich is a permanent full-time role. We’re looking for a Senior Perception Engineer to co-own and advance the production perception stack for autonomous drones. You’ll develop real-time C++ systems that combine learned visual detections with multi-object tracking, camera geometry, vehicle state, and monocular 3D target estimation. The role is focused on real world and deployable software: translating algorithms and models into maintainable onboard components, validating them on recorded and live flight data, and diagnosing failures across the complete perception pipeline. Design, implement, and maintain production C++ perception components for camera-based detection, tracking, target localization, and trajectory estimation on autonomous drones.

What skills are required for Senior Perception Engineer — Aerial Vision, Tracking & 3D Geometry at Twentyfour Industries GmbH?

Key skills for this role include: C++, RDS.

What is the salary for Senior Perception Engineer — Aerial Vision, Tracking & 3D Geometry at Twentyfour Industries GmbH?

The salary for this position is not publicly listed. You can negotiate during the interview process. Check Glassdoor or Levels.fyi for estimates.

Is the Senior Perception Engineer — Aerial Vision, Tracking & 3D Geometry position at Twentyfour Industries GmbH remote or on-site?

This position is On-site. The role is based in Munich.

How do I apply for Senior Perception Engineer — Aerial Vision, Tracking & 3D Geometry at Twentyfour Industries GmbH?

You can apply for this position directly through the employer's careers page. Click the 'Apply Now' button on this page to be redirected to the original listing. Make sure your resume is ATS-optimized. Use SpotChange's free ATS test to check.

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About This Role

Senior Perception Engineer — Aerial Vision, Tracking & 3D Geometry at Twentyfour Industries GmbH is a permanent full-time engineering position in Munich. Key skills include C++, RDS. Education: Master's Degree preferred. Experience: 5+ years.

This role is classified as on-site and is suitable for senior-level professionals. Ghost Score 20/100 (Probably Active) indicates this listing is probably active with recent employer engagement.

To apply, visit the official application page through the Apply Now button above. SpotChange Jobs provides AI-powered career tools including resume optimization, ATS testing, interview preparation, and salary negotiation assistance.