Job Description:

Who we are

We’re a team of engineers working aggressively & passionately to solve the hard problems. We are focussed on revolutionising how the traditional BIM/3D design/engineering/construction process works & enable people building the future, build it faster.

About the role

Augrade is changing the way people design & construct Houses, Cars & Satellites by making the skillsets accessible.

You will be working directly on all our generative design efforts such as real-time 3D BIM 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.
• Plan and execute cutting-edge research to advance machine perception technology and image context understanding.
• Develop novel real-time 3D scene understanding techniques.
• Research and prototype techniques and algorithms for 2D/3D BIM model generation from images/pdfs.

About you (Qualifications etc)

• 3+ yrs experience OR technically challenging projects in CV or 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

• Strong expertise in deep learning frameworks and architectures, including experience with CNNs, RNNs, and GANs

• 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

• Experience working with NERFs,
• Experience solving challenges related to 3D scene and object reconstruction & object detection.
• Experience with diffusion models, CV or Neural networks
• Experience in Architecture, Aerospace, or Automotive industries

Benefits

• Unlimited PTO / sick leave
• ESOPs (For select candidates)
• Visa sponsorship (For select few candidates)
• Health Insurance amongst others.