3D Computer Vision Engineer at Avala AI

San Francisco, California, United States

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Not SpecifiedCompensation

Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

AI & Machine Learning, Robotics & AutomationIndustries

Skills

Key technologies and capabilities for this role

NeRFsDiffusion ModelsGaussian SplattingMultiview StereoTSDF FusionStructure from MotionSLAMCamera ModelsMulti-view GeometryRendering PipelinesObject DetectionPose EstimationDepth EstimationPanoptic Segmentation3D ReconstructionVisual SLAMNeural RenderingLinear AlgebraComputational GeometryVector CalculusProbability TheoryNumerical OptimizationDeep Learning

Questions & Answers

Common questions about this position

Is this position remote?

Yes, this is a fully remote position.

What salary can I expect for this role?

This information is not specified in the job description.

What key skills are required for the 3D Computer Vision Engineer role?

Required skills include 3D vision and graphics expertise (camera models, multi-view geometry, rendering pipelines, and areas like 3D reconstruction, Visual SLAM, neural rendering), solid mathematical fundamentals (linear algebra, computational geometry, vector calculus, probability theory, numerical optimization), and deep learning knowledge (modern architectures and frameworks like PyTorch or TensorFlow).

What is the company culture like at Avala AI?

This information is not specified in the job description.

What makes a strong candidate for this 3D Computer Vision Engineer position?

Strong candidates will have expertise in 3D vision techniques like NeRFs, Gaussian Splatting, SLAM, and multi-view geometry, along with solid math fundamentals and deep learning experience; bonus points for real-time graphics, sensor fusion, or robotics.

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.

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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