3D Computer Vision Engineer
External
Avala · San FranciscoPrepare for this interview
EliteAI-generated questions, company research, and talking points tailored to this role
About the role
As a 3D Computer Vision Engineer at Avala AI, you will design and implement state-of-the-art solutions for offline and online 3D reconstruction and scene understanding that are robust, accurate, and performant. You'll work on a world-class spatial computing platform deployed at scale for autonomous vehicles, advanced robotic systems, and drone technologies. Your efforts will push the boundaries of real-world AI while leveraging modern deep learning and 3D computer vision techniques.
Responsibilities
- Spatial Computing & Reconstruction : Develop cutting-edge solutions using NeRFs, Diffusion Models, Gaussian Splatting, Multiview Stereo, TSDF Fusion, Structure from Motion, and SLAM.
- Mission-Critical Perception : Create robust 3D perception and scene understanding systems that enhance safety and performance for a wide range of robotics and AV applications.
- 4D Data Labeling & Visualization : Collaborate with cross-functional teams to refine and scale Avala's 4D labeling platform for cars, humanoid robots, and drones.
- Software Engineering Best Practices : Employ strong coding, testing, and deployment practices to develop novel work quickly, safely, and efficiently.
- Boundary-Pushing Innovation : Continuously explore new methods and technologies that push the envelope in 3D vision, neural rendering, and large-scale data processing.
Requirements
- Solid Mathematical Fundamentals : Proficiency in linear algebra, computational geometry, vector calculus, probability theory, and numerical optimization.
- Deep Learning Knowledge : Familiarity with modern architectures (transformers, diffusion models, autoregressive models, CNNs, etc.) and associated frameworks (PyTorch, TensorFlow, etc.).
- Plus Skills : Experience with real-time graphics, sensor fusion, signal processing, computational photography, or robotics is a bonus.
- Strong Engineering Foundations : Adherence to best practices in software development, ability to write clean and maintainable code, and a team-focused mindset for code reviews and collaboration.
- Pay Transparency (California Only)
- Base Salary Range: $130,000 - $190,000/year + cash + stock awards + benefits
- Your actual base salary and level will be determined on a case-by-case basis, factoring in job-related knowledge, skills, education, and experience. Base salary is only one aspect of total rewards at Avala; employees are also eligible for equity and comprehensive benefits .
Benefits
Additional Information
Job Category: AI & Robotics About Avala AI Avala AI is an AI Data Infrastructure company operating at the intersection of real-world AI and the labor economy. We specialize in high-quality data labeling, dataset management, and data visualization-offering 4D labeling solutions for autonomous vehicles, humanoid robots, and drone applications. Our mission is to empower AI-driven industries-AV companies, robotics innovators, and drone enterprises-with the data infrastructure needed to accelerate the next generation of intelligent systems, while also providing dignified digital work to individuals around the globe.
Your Match
How well this role fits your profile.
Company Intel
What employees say
Worked at avala? Share your experience