Senior Machine Learning & Computer Vision Engineer
Dandy$185,000 - $232,500/year
- Full Time
- Senior (5 to 8 years)
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.
San Francisco, CaliforniaHeadquarters
2020Year Founded
$4.2MTotal Funding
SEEDCompany Stage
Consumer Software, AI & Machine LearningIndustries
51-200Employees