7 дней назад
Senior Computer Vision Engineer (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Computer Vision Engineer (AI): Building and deploying real-time perception systems for autonomous aerial platforms with an accent on classical computer vision, deep learning, sensor calibration, and embedded inference. Focus on optimizing algorithms for constrained hardware, combining visual and inertial measurements, and validating performance through field flight tests.
Location: Zurich, Switzerland
Company
builds a software platform for AI-powered autonomous systems serving enterprise and government customers.
What you will do
- Design, implement, and optimize real-time onboard perception algorithms for detecting, associating, and estimating the state of dynamic objects from moving aerial platforms.
- Train and evaluate neural networks for detection and classification, including dataset curation, labeling strategies, retraining loops, and measurable evaluation methods.
- Optimize models and perception pipelines for embedded inference within defined latency, throughput, and compute budgets.
- Develop camera calibration and sensor synchronization procedures for multi-camera and multi-sensor configurations.
- Combine visual measurements with inertial and platform-state data using filtering and estimation techniques for robust performance under egomotion.
- Run field-test campaigns, take algorithms from bench to flight, analyze real-world logs and video, and collaborate with pilots, integrators, and customer-facing teams.
Requirements
- Degree in Computer Science, Electrical Engineering, Robotics, or a related field, or equivalent practical experience.
- Hands-on experience deploying computer vision systems on resource-constrained platforms, ideally in robotics or aerial systems.
- Strong knowledge of classical computer vision, including feature detection and matching, optical flow, camera models and calibration, and multiple-view geometry.
- Practical experience training and deploying convolutional neural networks for detection or classification.
- Proficiency in C++, Python, and OpenCV, with experience taking computer vision work from problem definition to real deployment.
- Comfort with field testing, cross-team leadership, ambiguity, and collaboration with engineering, product, pilots, integrators, and external stakeholders.
Nice to have
- State estimation, sensor fusion, Kalman or extended Kalman filters, IMU integration, visual-inertial odometry, or visual SLAM.
- Experience with ROS2, embedded inference runtimes, quantization, pruning, or GPU/NPU-accelerated pipelines on embedded SoCs.
- Experience building CI or hardware-in-the-loop infrastructure for perception regression testing.
- Background with aerial platforms, PX4, or MAVLink-based systems.
Culture & Benefits
- Flexible working hours.
- Stock options and a company pension plan.
- Generous holiday allowance and enhanced maternity and paternity leave.
- Mental health and wellbeing support.
- Learning and development opportunities.
- Car parking available.
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