Senior Machine Learning Engineer, Sentry Tower
Core
Designing and training multi-sensor object detection models for perception on edge compute devices to optimize autonomous system behavior for force protection and perimeter monitoring.
Role type
Senior Machine Learning Engineer (Computer Vision & Edge AI)
Builds
Scalable software solutions for the Lattice OS ecosystem, integrating legacy security systems into a common operating picture for military force protection.
Domain
Defense technology, autonomous systems, sensor fusion, edge computing
Deliverable
production ML models
Required skills
Deep learning, Computer Vision, C++ (Linux), Python, PyTorch, JAX, TensorFlow, TensorRT, ONNX, on-device inference optimization, system profiling, automated CI/CD, experiment design
Preferred skills
Object detection/tracking/segmentation, Visual Odometry, SLAM, Multi-view Geometry, RGB-D and LIDAR Sensor Fusion, Optical Flow, remote system troubleshooting, technical leadership
Technologies
PyTorch, JAX, TensorFlow, TensorRT, ONNX, C++, Python, Linux
Responsibilities
Propose and prototype innovative solutions for real-world problems; Develop and maintain core ML pipelines; Train and deploy deep learning models for real-time applications; Collaborate cross-functionally with camera, systems and labeling teams; Curate datasets for evaluating performance; Provide technical mentorship to junior ML engineers
Seniority
Senior, hands-on IC with mentorship responsibilities
