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Mach9

Perception Engineer

Job Posted 11 Days Ago Posted 11 Days Ago
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San Francisco, CA
Senior level
San Francisco, CA
Senior level
Develop and optimize machine learning and computer vision algorithms, improve feature detection, mentor junior engineers, and contribute to innovative model architectures.
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About Mach9

Mach9 is pioneering the next era of the surveying and geospatial industry. Our AI-driven platform opens up a world of possibilities for the millions of surveyors and civil engineers responsible for supporting the $3 trillion infrastructure industry. With our market-defining technology, engineers can leverage geospatial data to complete projects faster than ever before.

Our first product, Mach9 Digital Surveyor is transforming the highly-manual surveying workflows by automatically extracting features (such as signs, curbs, and utility poles, etc.) from large-scale imagery and 3D datasets—delivering results up to 96 times faster than today’s labor-intensive process. By dramatically scaling what surveyors can achieve, Mach9 empowers the industry to accelerate infrastructure development, improve decision-making, and fundamentally reshape the way we build and maintain our world.

Mach9 is backed by Quiet Capital, Y Combinator, Overmatch Ventures, Kyle Vogt (founder of Cruise), Amar Hanspal (former CEO of Autodesk), Scott Belsky (CPO of Adobe), Gokul Rajaram (former executive at DoorDash), and more.

What you’ll do:

  • Develop and optimize advanced machine learning and computer vision algorithms.

  • Apply your expertise to improve feature detection and localization in 2D imagery and 3D point cloud data.

  • Innovate and experiment with novel model architectures, aiming to enhance our 3D geospatial model's accuracy and efficiency.

  • Work collaboratively within a team of engineers and researchers, contributing to a culture of innovation and knowledge sharing.

  • Mentor and guide junior team members, fostering an environment of growth and learning.

What we’re looking for:

  • Strong background in computer vision and machine learning, with a preference for practical orientation over purely academic accomplishments.

  • Significant experience in the field, with a track record of leading projects and mentoring junior engineers.

  • Proficiency in programming languages relevant to ML and CV, particularly Python and C++ (or equivalent languages), with the ability to write efficient, maintainable code.

  • Experience building and training 2D or 3D computer vision deep neural networks.

  • Experience with 3D reconstruction and other relevant CV technologies, with a preference for candidates familiar with a mix of classical and learned approaches.

  • Ability to independently manage and track progress on projects, demonstrating a high degree of self-motivation and accountability.

  • Ideally a Masters or PhD in ML, Computer Vision, or Robotics.

  • 3+ years of experience in computer vision or machine learning.

Top Skills

C++
Computer Vision
Deep Neural Networks
Machine Learning
Python
HQ

Mach9 San Francisco, California, USA Office

San Francisco, CA, United States

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