Avala AI

3D Computer Vision Engineer

San Francisco, California, United States

Not SpecifiedCompensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Robotics & AutomationIndustries

Requirements

Candidates should have expertise in 3D vision and graphics, including experience with camera models, multi-view geometry, and rendering pipelines. Proficiency in linear algebra, computational geometry, vector calculus, probability theory, and numerical optimization is essential. Familiarity with modern deep learning architectures and frameworks such as PyTorch or TensorFlow is required. Experience with real-time graphics, sensor fusion, or robotics is a plus.

Responsibilities

The 3D Computer Vision Engineer will develop cutting-edge solutions for 3D reconstruction and scene understanding using various advanced techniques. They will create robust 3D perception systems for robotics and autonomous vehicle applications. The engineer will collaborate with cross-functional teams to enhance the 4D labeling platform and will employ best practices in software engineering to ensure efficient and safe development.

Skills

NeRFs
Diffusion Models
Gaussian Splatting
Multiview Stereo
TSDF Fusion
Structure from Motion
SLAM
Camera Models
Multi-view Geometry
Rendering Pipelines
Object Detection
Pose Estimation
Depth Estimation
Panoptic Segmentation
3D Reconstruction
Visual SLAM
Neural Rendering
Linear Algebra
Computational Geometry
Vector Calculus
Probability Theory
Numerical Optimization
Deep Learning

Avala AI

Develops AI-driven solutions and applications

About Avala AI

Avala.ai focuses on developing AI-driven solutions and products for businesses across various sectors. The company utilizes artificial intelligence and machine learning technologies to create applications that can optimize operations and enhance customer experiences. One of the tools they use is Rive, which allows for the creation of interactive and visually engaging designs, suggesting that their products may include animated or real-time interactive features. Unlike many competitors, Avala.ai appears to emphasize the integration of interactive design in their AI applications, which could set them apart in the market. The goal of Avala.ai is to help businesses leverage AI technology to gain a competitive advantage in their respective industries.

Key Metrics

San Francisco, CaliforniaHeadquarters
2020Year Founded
$4.2MTotal Funding
SEEDCompany Stage
Consumer Software, AI & Machine LearningIndustries
51-200Employees

Benefits

Competitive salary ($80k-165k)
Clear path for career growth
Company laptop
Unlimited PTO
Leveling up opportunities
Team bonding events
Stock options.
Remote friendly
Medical, dental, & vision insurance
Flexible parental leave
Flexible hours

Risks

Competition from established AI companies like OpenAI and Google is intense.
Rapid AI advancements may render Avala's solutions obsolete without innovation.
Data privacy regulations could impact Avala's data annotation services.

Differentiation

Avala uses a human-powered data annotation platform for high-quality training data.
The platform accelerates work through a distributed mobile workforce model.
Avala integrates Rive for real-time interactive AI application design.

Upsides

Growing demand for AI-driven data annotation tools boosts Avala's market potential.
Interest in interactive AI applications aligns with Avala's use of Rive.
Expansion of mobile workforce solutions supports Avala's business model.

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