Zone 5 Technologies (Zone 5) is a leading UAS, and technology development company founded in 2011 and headquartered in San Luis Obispo, CA. We specialize in creating and testing innovative unmanned aircraft systems (UAS) designed for challenging government applications. Our expertise spans the entire development process, from concept to production, with a focus on air-launched effects, next-gen munitions, counter-UAS systems, and tactical interceptors. At Zone 5, we are committed to driving advancements in technology with our vertically integrated approach.
Join our team at Zone 5 Technologies as a AI/ML Engineer, where innovation and cutting-edge technology drive us to pioneer advancements in Unmanned Aircraft Systems (UAS). Based in the vibrant city of San Luis Obispo, California, we're seeking talented individuals to join our growing team and contribute to our development and advancement for groups 1 to 4 Unmanned Aircraft Systems (UAS).
Position Summary:
We are seeking a highly skilled AI/ML Engineer specializing in computer vision for unmanned aircraft systems. This role involves developing and deploying AI/ML algorithms to enhance the capabilities of UAVs in areas such as autonomous navigation, obstacle avoidance, object recognition, and real-time decision-making. You will work closely with software and hardware teams to ensure seamless integration of AI models into UAV platforms.
Key Responsibilities:
Computer Vision Development:
Design and implement computer vision algorithms for real-time image and video processing, including object detection, classification, segmentation, and tracking.
Develop models for obstacle detection, avoidance, and autonomous navigation.
Create algorithms for Visual SLAM (Simultaneous Localization and Mapping) to enable UAVs to navigate and map environments.
AI/ML Algorithm Design and Training:
Develop and train AI/ML models, using techniques like deep learning, reinforcement learning, and transfer learning, for UAV applications.
Optimize models to run efficiently on edge computing platforms for real-time decision-making onboard UAVs.
Design AI-driven solutions for specific use cases, such as surveillance, search and rescue, agriculture, or delivery services.
Integration and Testing:
Work closely with hardware teams to integrate vision-based AI/ML models with UAV camera systems, sensors, and control software.
Conduct simulations, field tests, and performance tuning to ensure AI models perform optimally in diverse environments and weather conditions.
Data Collection and Preprocessing:
Collect, preprocess, and label large datasets from UAVs (images, video, sensor data) to train AI/ML models.
Perform data augmentation and preprocessing techniques to improve model robustness in varying conditions (lighting, altitude, terrain).
Performance Optimization:
Optimize AI/ML models for low-latency, real-time processing on resource-constrained UAV systems.
Implement techniques to reduce the energy consumption and computational load of AI systems on UAVs.
Collaboration and Reporting:
Collaborate with cross-functional teams including software, hardware, and aerospace engineers to integrate AI/ML solutions into broader UAV systems.
Prepare technical documentation, research papers, and reports on AI/ML model development and UAV system performance.
Qualifications:
Education:
Bachelor's or Master's degree in Computer Science, Electrical Engineering, Robotics, or a related field. Ph.D. in a relevant area is a plus.
Technical Skills:
Strong expertise in computer vision techniques and machine learning algorithms (object detection, segmentation, tracking).
Proficiency in programming languages like Python, C++, and libraries such as OpenCV, TensorFlow, PyTorch.
Experience with deep learning frameworks (e.g., YOLO, ResNet, Mask R-CNN) and reinforcement learning algorithms.
Experience developing with the Nvidia Jetpack toolset and Nvidia Jetson hardware.
CI/CD experience with GitHub actions, Docker images, and AWS tools for automated testing and deployment.
Deep background in developing and debugging Linux based systems and bash scripting.
Knowledge of UAV systems and autonomous flight dynamics is a plus.
Experience with edge computing, optimizing models for embedded systems, and working with GPUs.
Experience:
3+ years of experience in AI/ML development, preferably with a focus on computer vision.
Hands-on experience working with UAVs, drones, or other autonomous systems is highly desirable.
Proven experience in deploying AI/ML models on embedded platforms for real-time applications.
Additional Skills:
Familiarity with UAV control systems, sensors (LiDAR, GPS, IMUs), and camera technologies.
Strong problem-solving abilities and capacity to work in a dynamic R&D environment.
Ability to work in multidisciplinary teams and communicate complex ideas to non-technical stakeholders.
Preferred:
Experience with Visual SLAM, obstacle avoidance algorithms, and multi-agent systems.
Experience with UAV-related regulations, flight planning, and autonomous system safety protocols.
Familiarity with cloud-based UAV data processing and large-scale AI/ML pipelines.
Work Environment:
The role may require travel for field testing of UAV systems.
You will work in a collaborative R&D environment with access to advanced UAV platforms, computing resources, and sensor technologies.
Benefits:
Competitive salary
Medical, Dental, Vision, and Life Insurance fully paid for by the company.
401K plan with company match.
4 weeks paid time off.
12 paid holidays.
Opportunities for professional development and advancement.
Access to cutting-edge UAV technology and training.
Work in a dynamic and growing industry with exciting career prospects.
Why Join Zone 5 Technologies?
Innovative Environment: Work on cutting-edge technology that is shaping the future of defense and aerospace.
Collaborative Culture: Join a team of passionate professionals dedicated to pushing the boundaries of what's possible.
Career Growth: Opportunities for professional development and career advancement.
Flexible Work Arrangement: Benefit from a hybrid work environment with the flexibility for remote work.
If you are passionate about unmanned aircraft technology and want to be a part of a dynamic and growing company, we would love to hear from you. Apply today and join the Zone 5 Technologies team!
In compliance with federal law, all persons hired will be required to verify identity and eligibility to work in the United States and to complete the required employment eligibility verification form upon hire.