3D Computer Vision Engineer
$130k - $190kAvala AI, Inc
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. 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. What You'll Do
- 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.
- 3D Vision & Graphics Expertise : Experience with camera models, multi-view geometry, rendering pipelines, and one or more specialized areas such as object detection/tracking, pose estimation, depth estimation, panoptic segmentation, 3D reconstruction, visual SLAM, or neural rendering (e.g. NeRFs, Gaussian Splatting).
- 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.
- Mission-Driven Work : Build solutions that positively impact underserved communities while innovating at the cutting edge of AI.
- Career Growth : Rapid advancement opportunities for those who deliver outsized impact.
- Excellent Insurance : Comprehensive medical, dental, and vision coverage starting Day 1.
- Parental Leave : Flexible parental leave that supports work-life integration.
- Time Off : Flexible time off + paid holidays.
- Generous Equity & 401(k) : Competitive ownership stakes in the company and robust retirement savings.
Vacancy posted 2 days ago
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