Position Overview
We're seeking a Computer Vision Expert to build the perception system for our autonomous interceptor drones. You'll focus on object detection (detection-first approach), build and manage dataset pipelines, and evaluate multi-sensor setups including stereo vision, multiple cameras, and radar integration. This role combines neural network expertise with practical deployment on edge hardware.
Key Responsibilities
- Develop object detection models for drone perception (detection-first approach)
- Curate, collect, and label training datasets; build a catalog of videos and images
- Train and optimize neural networks for real-time detection on edge hardware
- Evaluate stereo vision and multi-camera configurations for range estimation
- Assess radar integration for longer-range multi-sensor fusion
- Deploy detection models on embedded devices
- Validate detection systems in real-world flight conditions
Requirements & Qualifications
Essential:
- Experience training and deploying object detection models
- Strong background in neural network architectures (YOLO, DETR, etc.)
- Experience with dataset management, labeling, and augmentation
- Proficiency in Python and PyTorch
- Understanding of real-time inference on edge devices
Preferred:
- PhD (or candidate) in computer vision or related field
- Experience with stereo vision or multi-camera systems
- Knowledge of radar-camera fusion
- Experience with model optimization (TensorRT, ONNX, quantization)
- Background in drone or robotics perception
Technologies & Skills
Object Detection
Neural Networks
Dataset Curation
Stereo Vision
Radar
PyTorch
Python
Edge Deployment
TensorRT
Work Environment
- Tiny, agile startup: your ideas and work have direct impact
- Lots of freedom to explore and propose solutions
- Challenging, meaningful tasks at the frontier of AI and robotics
- If you solve the task, your solution will be deployed on real drones
- See your work make a real-world difference
Flexible Applications Welcome
Not sure if you're a perfect fit? Apply anyway! We welcome candidates with diverse skill combinations. If you have expertise in multiple areas (e.g., computer vision + machine learning, computer vision + software development, or any other combination), we're particularly interested. We value multi-talented individuals who can contribute across different domains.
Ready to Join Our Mission?
If you're passionate about computer vision, object detection, and making a real impact, we'd love to hear from you. Send us your resume and a brief introduction about your experience and why you'd like to join our team.
Apply Now
Contact: jobs@dremian.com