Lead execution of the ML roadmap, managing a team focused on 3D deep learning and computer vision.
Partner with product, engineering, and research stakeholders to align and execute technical strategy with business goals.
Lead and grow a high-performing team of ML scientists, engineers, and researchers.
Drive the development of computer vision models to extract structure from unstructured, information-dense 3D scans.
Research and implement state-of-the-art methods for developing models to accomplish 3D generative AI tasks as well as conventional computer vision tasks.
Collaborate with product and research teams to identify opportunities for improvement in our current product line and for enabling upcoming product lines.
Manage large-scale datasets to develop both generic models as well as fine-tune models for specific applications.
Develop evaluation methods to establish confidence in our datasets and models.
Implement best practices for our MLOps pipelines, ensuring robust and scalable deployment of models.

Requirements

Bachelor’s degree in Computer Science, Electrical Engineering, Robotics, or a related field with a strong focus on computer vision or machine learning.
Extensive experience in SOTA 2D deep learning and/or experience with 3D deep learning
6+ years (or 5 years + PhD) of industry experience in applied machine learning, with at least 1 year in a leadership or management role.
Strong people management skills with a track record of team development, mentorship, and retention.
Demonstrated ability to lead cross-functional efforts across product, engineering, research, and operations.
Strong coding skills in Python and experience with ML frameworks like PyTorch
Experience working with 3D data (point clouds, meshes, depth maps, volumetric data) and 3D ML frameworks is preferred

Benefits

Applicant Tracking System Keywords

Tip: use these terms in your resume and cover letter to boost ATS matches.

Hard Skills & Tools

machine learning3D deep learningcomputer visionPythonPyTorchMLOpsdata managementmodel evaluationgenerative AISOTA 2D deep learning

Soft Skills

people managementteam developmentmentorshipretentioncross-functional leadershipcollaborationcommunicationstrategic alignmentexecutionproblem-solving

Certifications

Bachelor’s degree in Computer ScienceBachelor’s degree in Electrical EngineeringBachelor’s degree in Robotics