Staff Deep Learning Research Engineer designing and training novel neural network architectures from scratch for Generalized Scene Reconstruction tasks including anomaly detection, neural rendering, and 3D reconstruction. Requires PhD/Master's, 6+ years deep learning research experience, expertise in 3D vision or SLAM, and hybrid work in Columbia, MD.
Senior Computer Vision Engineer owning end-to-end CV pipelines for Generalized Scene Reconstruction, from preprocessing and feature extraction to depth estimation and segmentation. Requires Master's/PhD (or equiv), production CV pipeline experience, strong PyTorch/C++/Python skills, and hybrid work in Columbia, MD.
Senior Offline Mapping Engineer owning accuracy and robustness of offline SfM, multi-view stereo, and 3D reconstruction pipelines. Integrates classical geometry with deep learning (learned matching, depth priors) for challenging real-world environments like textureless and reflective scenes. Requires advanced degree, production 3D vision experience, and hybrid work in Columbia, MD.
Leads ML engineering for 3D scene reconstruction platform, driving quality improvements in production pipelines, managing team of engineers and scientists, and coordinating cross-functionally. Requires 7+ years ML experience including 5+ in management, heavy computer vision expertise, and master's degree.
Staff Deep Learning Research Engineer designing and training novel neural network architectures from scratch for Generalized Scene Reconstruction tasks including anomaly detection, neural rendering, and 3D reconstruction. Requires PhD/Master's, 6+ years deep learning research experience, expertise in 3D vision or SLAM, and hybrid work in Columbia, MD.
Senior Computer Vision Engineer owning end-to-end CV pipelines for Generalized Scene Reconstruction, from preprocessing and feature extraction to depth estimation and segmentation. Requires Master's/PhD (or equiv), production CV pipeline experience, strong PyTorch/C++/Python skills, and hybrid work in Columbia, MD.
Senior Offline Mapping Engineer owning accuracy and robustness of offline SfM, multi-view stereo, and 3D reconstruction pipelines. Integrates classical geometry with deep learning (learned matching, depth priors) for challenging real-world environments like textureless and reflective scenes. Requires advanced degree, production 3D vision experience, and hybrid work in Columbia, MD.
Leads ML engineering for 3D scene reconstruction platform, driving quality improvements in production pipelines, managing team of engineers and scientists, and coordinating cross-functionally. Requires 7+ years ML experience including 5+ in management, heavy computer vision expertise, and master's degree.