3D Vision Researcher — Open-Source AI for 3D Reconstruction

Kitware; Minneapolis (MN); Presencial; USD 135.000 - 200.000; Jornada completa

Ventajas ofrecidas por este puesto de trabajo

Six weeks of paid time off

Flexible working hours

Relocation assistance when applicable

401(k)

Health and life insurance

Tuition reimbursement

Employee bonus plan

ESOP ownership

Descripción de la vacante

Kitware seeks a PhD-level researcher to advance 3D vision algorithms, including photogrammetry, camera calibration, and reconstruction from imagery and video. You will contribute to open-source projects such as TeleSculptor, KWIVER, and Danesfield and collaborate with researchers across national security and commercial domains.

You will publish your work at top venues, present findings to customers, and have opportunities to pursue independent research areas with potential TS/SCI clearance.

Formación

• A PhD in Computer Science or a related field.
• Experience using multiview geometry to develop algorithms for building 3D point clouds, meshes, Gaussian Splats, or NeRFs from imagery or video.
• Experience with AI/ML methods for 3D reconstruction or camera calibration.
• Experience with good software development practices and proficiency in C++ and/or Python.
• A strong publication record in top-tier research publications and conferences such as CVPR, ICCV, and ECCV.
• A highly innovative approach and a demonstrated record of solving difficult technical challenges using imagery.
• Experience collaborating successfully with others and thriving in a fast-paced, dynamic work environment.
• Due to contractual restrictions, only US Citizens will be considered for this position.
• If not already cleared TS/SCI, willingness and ability to apply for and maintain a TS/SCI security clearance.
• Candidates should include a detailed list of publications as part of their resume or CV.

Responsabilidades

• Conduct research and develop solutions involving camera calibration, registration, and 3D reconstruction from images.
• Contribute to open source software such as TeleSculptor, KWIVER, and Danesfield.
• Collaborate with other researchers to develop ideas and peer-review work.
• Prepare and present research findings to customers and collaborators.
• Receive support and encouragement to participate in national and international conferences such as CVPR, ICCV, ECCV, WACV, and 3DV.
• Seek funding to grow and develop your own research areas, if desired.

Conocimientos

Multiview geometry

AI/ML for 3D reconstruction or camera"

C++ or Python

Publication record

Educación

PhD in Computer Science or related field

Herramientas

TeleSculptor

KWIVER

Danesfield

Descripción del empleo

Kitware seeks a PhD-level researcher to advance 3D vision algorithms, including photogrammetry, camera calibration, and reconstruction from imagery and video. You will contribute to open-source projects such as TeleSculptor, KWIVER, and Danesfield and collaborate with researchers across national security and commercial domains.

You will publish your work at top venues, present findings to customers, and have opportunities to pursue independent research areas with potential TS/SCI clearance.