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management

Posted 1 weeks ago

Head of ML

at Mach9

San Francisco, United StatesOn-site

Responsibilities

  • - Build and grow our ML team: hiring, onboarding, structuring the team as it scales, and shaping the split between research and engineering as our organization matures.

Requirements

  • THE ROLE At Mach9, we're building AI to turn dense LiDAR and image data into design-grade CAD deliverables for civil engineering and surveying.
  • We're looking for a Head of Machine Learning to build and grow the organization that turns our data into the automated products of the future in surveying and design.
  • - Mentor ML engineers and researchers, providing technical direction, career growth, and guidance to raise the level of the whole team.
  • experience in machine learning, with a track record of shipping ML models or systems to production. - Strong technical depth in machine learning and computer vision, and an ability to set technical direction and to earn the trust of a strong technical team. - Ability to develop technical roadmaps and execute on them. - Strong communication skills, with the ability to operate across research and engineering. - Proficient with Python and PyTorch.
  • QUALIFICATIONS - Background in machine learning for 3D perception — point cloud understanding, 3D detection/segmentation, geometric deep learning, or related areas. -
  • Experience with CAD AI, design automation, or applying ML to generate structured/geometric output, rather than just classification or detection. -
  • Experience scaling an ML organization through a growth phase — defining team structure and hiring strategy. - Background in domains that work with similar data to Mach9 — remote sensing, geomatics, autonomous driving, or robotics. -

Experience

  • Experience leading and growing teams — hiring and mentoring ML engineers and researchers. - 5+ years of work

Benefits

  • This is a hands-on leadership role: you'll set the technical vision for our strategy, mentor and grow a team of ML engineers and researchers, and own the throughline from hard research problems to shipped product capabilities.
  • This role is ideal for experienced engineers, team leads, and managers who want to push the frontier of 3D computer vision and perception.
  • We need you to bring a strong vision of what’s possible with our unique dataset, and then to build a team around you to accomplish that vision.
  • RESPONSIBILITIES - Define and drive a coherent vision for how Mach9 can leverage our data advantage to build the best automation products across surveying and design. - Translate your vision into a technical roadmap, execute strongly, and bring our products to the next level.
  • You must be comfortable engaging deeply with our technical work. BONUS

Additional details

  • We have one of the richest survey-grade datasets in the world.
  • Our product, Digital Surveyor, automates work that takes surveyors and engineers weeks of manual effort.
  • You’ll have the opportunity to solve problems that few other teams have the data or the talent to take on.
  • - Stay technically hands-on: review designs and code and weigh in on architecture and modeling decisions, so that you stay credible and connected to the team and problems.
  • - Partner with product and engineering leadership to align Mach9’s investment into research with our product strategy and customer needs. REQUIREMENTS -
  • Experience leveraging large unstructured datasets, especially reality-capture datasets, to build data-driven products and flywheels.

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