Senior Machine Learning Engineer, Sentry TowerActive$330K
The opportunity
The Counter Intrusion MSE team develops systems that provide force protection capabilities, monitoring the perimeter of secure areas, land or sea, for approaching people, vehicles, and vessels. We live in a world where security officers are increasingly overwhelmed by sensor data feeds.
What you'll do
Propose and prototype innovative solutions to solve real-world problems,: leveraging the latest state-of-the-art techniques in the field
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 and comparing performance trends over time
Provide technical mentorship to other junior ML engineers
What they're looking for
- Experience in one or more of the following:
- Object Detection, Object Tracking, Instance Segmentation, Semantic: Segmentation, Semantic Change Detection, Depth Estimation, Model Pruning and Compression
- Experience in one or more of the following:
- Visual Odometry, SLAM, Multi-view Geometry, Camera Models, RGB-D and LIDAR Sensor Fusion, Optical Flow
- Experience troubleshooting and analyzing remotely deployed software systems
- year of experience in a technical leadership role