Senior ML Engineer - 3D Reconstruction for Autonomous Driving

Telemetry Today LLC; Sunnyvale, Northern (CA, KY); Hybrid; USD 180,000 - 240,000; Full time

Job summary

Applied Intuition seeks a senior ML engineer to advance neural reconstruction techniques for high-fidelity simulation environments. You will push 3D reconstruction limits, scale to large driving datasets, and transform research ideas into robust production software.

We value expertise in 3D vision, PyTorch, and C++/CUDA, with a track record of shipping ML products. This in-office role in Sunnyvale emphasizes collaboration across AI, autonomy, and infra teams.

Qualifications

• 5+ years of experience developing and shipping ML or computer vision systems.
• Bachelor’s degree in computer science, physics, robotics, or equivalent.
• Hands-on experience with 3D reconstruction techniques (3D Gaussian Splatting, NeRFs).
• Strong foundation in multi-view geometry and differentiable rendering.
• Proficiency in Python and PyTorch, plus C++/CUDA.
• Ability to turn research ideas into production-quality software.
• Strong problem-solving skills and comfort with ambiguity.

Responsibilities

• Advance learning-based reconstruction methods at the core of our product (3D Gaussian Splatting, NeRFs).
• Improve fidelity, robustness, and scalability of reconstruction for large-scale driving scenes.
• Collaborate with Infra, Autonomy, Research and product teams to deliver end-to-end solutions.
• Define evaluation metrics, benchmarks, and validation workflows for fidelity and sim-to-real gap.
• Work with customers to understand pain points and implement technical solutions in Neural Simulation.

Skills

ML systems

3D reconstruction

Multi-view geometry

Differentiable rendering

Python

PyTorch

C++/CUDA

Production software

Problem solving

Education

Bachelor's degree in CS/Physics/Robotics or equivalent

Master's or PhD preferred

Tools

Python

PyTorch

C++

CUDA

Job description

Applied Intuition seeks a senior ML engineer to advance neural reconstruction techniques for high-fidelity simulation environments. You will push 3D reconstruction limits, scale to large driving datasets, and transform research ideas into robust production software.

We value expertise in 3D vision, PyTorch, and C++/CUDA, with a track record of shipping ML products. This in-office role in Sunnyvale emphasizes collaboration across AI, autonomy, and infra teams.