Summary
What you’ll impact
The Senior Computer Vision and Machine Learning Engineer will develop and optimize real-time drone detection, tracking, and classification algorithms for the organization’s autonomous gun turret. This role involves close collaboration with electrical engineers to integrate vision systems into hardware and harden the prototype for military‑grade deployment.
Responsibilities
What you'll do
- Development and optimization of computer vision algorithms for our autonomous gun turret, focusing on real-time drone detection, tracking, and classification.
- Design and implement machine learning models that can operate in resource-constrained environments while maintaining high accuracy and reliability.
- Collaborate closely with electrical engineers to integrate computer vision systems into the turret's hardware architecture.
- Conduct extensive testing and validation of computer vision algorithms in various scenarios to ensure robustness and performance under different environmental conditions.
- Contribute to the hardening of the prototype turret into a military-grade system, and assist in developing variants for different weapon systems and engagement ranges.
Requirements
What you’ll bring
- Deep passion for machine learning, computer vision, and robotics, and have been exploring these areas since early in your career.
- More than 7+ years of experience working on machine-learning-based computer vision, ideally in the context of robotics.
- At least a Bachelors and/or Masters Degree in Computer Science, Electrical Engineering, or a related field, with a strong focus on machine learning and computer vision.
- A proven track record of senior-level experience developing and deploying computer vision systems, ideally in real-time or safety-critical applications.
- Proficient in Python, C++, and have experience with machine learning frameworks such as TensorFlow, PyTorch, or similar.
- Experience with embedded systems and integrating computer vision algorithms into hardware.
- Familiar with various sensors (e.g., cameras, LIDAR, RADAR) and their integration into autonomous systems.
- You enjoy collaborating with other engineers to solve complex technical challenges.