Machine Learning Engineer
Description For Machine Learning Engineer
At Axon, we're revolutionizing safety and justice through our ecosystem of devices and cloud software. As a Machine Learning Engineer, you'll be at the forefront of advancing airspace security, working with cutting-edge camera systems and ML algorithms. You'll develop sophisticated detection and tracking systems for various flying objects, from drones to aircraft, using advanced computer vision techniques. The role offers access to unique datasets and world-class resources, making it an exceptional opportunity to shape the future of airspace security. You'll work in a fast-paced, meaningful environment where innovation and technical excellence are valued. The company offers comprehensive benefits, professional growth opportunities, and a culture that emphasizes diversity and inclusion. This position requires expertise in Python, computer vision, and algorithm deployment, making it ideal for someone passionate about applying ML to real-world security challenges.
Responsibilities For Machine Learning Engineer
- Develop, test, and optimize machine learning algorithms for detecting, tracking, and classifying various flying objects using camera systems
- Innovate search and tracking methodologies in networked camera systems
- Collaborate with simulation team for algorithm testing and evaluation
- Deploy algorithms onto edge compute devices using Python and C++
- Keep pace with industry advancements through conferences and expert collaboration
- Contribute to evolving codebase for future airspace challenges
Requirements For Machine Learning Engineer
- Experience deploying computer vision algorithms like YOLO and RCNN
- 5 years of experience with Python programming and object-oriented design
- Familiarity with tracking algorithms (Kalman filter, particle filter, data association)
- Proven experience in computer vision and detection algorithms
- Strong background in computer science, particularly in search algorithms
- Proficiency in Python and C++ for algorithm deployment on edge devices
- Familiarity with reinforcement learning
- Excellent problem-solving skills
Benefits For Machine Learning Engineer
- Competitive salary and 401k with employer match
- Discretionary paid time off
- Paid parental leave for all
- Medical, Dental, Vision plans
- Fitness Programs
- Emotional & Mental Wellness support
- Learning & Development programs
- Office snacks
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