3D reconstruction/CV developer

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.