3D reconstruction/CV developer at Augrade

Location: San Francisco, CA · Visa sponsorship: yes

About the role

Augrade is on a mission to enable Humans to build infrastructure on Earth & Beyond. Augmenting human capabilities & civilization by empowering the technical & non-technical users to design, predict costs & schedules of construction projects.

You will be working directly on all our 3D reconstruction efforts such as real-time procedural 3D generations, CV models. You will be working closely with the platforms team & the founders.

If you resonate with the mission & are passionate about this, that’s all we are looking for, people who want to solve the hard problems relentlessly & aren’t afraid to try the bold ideas & fail (most of the times).

What you’ll do

• Develop and adapt advanced computer vision and state-of-the-art deep learning techniques for object detection/ classification/ segmentation.

• Research and prototype techniques and algorithms for procedural 3D reconstruction based on 2D raster/vector inputs.

• Plan and execute cutting-edge research to advance machine perception technology and image context understanding.

• Develop novel real-time 3D scene understanding techniques.

About you (Qualifications etc)

• 5+ yrs experience OR technically challenging projects in CV + 3D generation/design world.

• Proficiency in programming languages such as Python/C++ and experience with computer vision libraries (e.g., OpenCV, TensorFlow, PyTorch).

• Knowledge in image analysis, machine learning, information theory, and 3D geometry.

• Understanding of 3D tools & architectures.

• Strong expertise in deep learning frameworks and architectures, including experience with GNN & RNNs.

• Skills in data preprocessing, augmentation, and annotation for computer vision tasks.

• Experience with deploying computer vision systems in production environments.

• Above all else, genuine passion for the 3D world & being a Fast learner.

Good to have

• Background in or experience with Structural, Architectural, Mechanical or Electrical engineering field.

• Experience working with NERFs, BIM, 3D reconstruction.

• Experience solving challenges related to 3D scene and object reconstruction & object detection.

• Experience with parametric/procedural mesh generation

• Experience with diffusion models, CV or Neural networks.

Benefits

• Unlimited PTO/sick leave.

• ESOPs (For select candidates).

• Visa sponsorship (For select few candidates).

• Health Insurance amongst others.