AI Researcher (Rendering)
Tavus$160,000 - $250,000/year
Full Time
Senior (5 to 8 years)
Not SpecifiedCompensation
Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Computer VisionIndustries
Requirements
- PhD in related field or equivalent industry experience
- Significant research on GAN or diffusion models for image/video enhancement, image processing, or image editing
- Experience with model distillation, quantization, and pruning
- 2+ years of hands-on experience with PyTorch, expert level at Python
- Working knowledge of C/C++
- Well-read on recent relevant research papers
- Preferred: experience with traditional image/video processing and photography interest
- Strong work ethic, intellectual humility, and a shipping mentality
Responsibilities
- Explore and develop GAN and diffusion-based generative AI technologies in the image and video domain
- Improve inference and memory efficiency while retaining performance (via model distillation, quantization, and pruning)
Skills
GAN
Diffusion Models
PyTorch
Python
C/C++
Model Distillation
Quantization
Pruning
Image Processing
Video Processing
Image Editing
Topaz Labs
Develops AI software for image enhancement
About Topaz Labs
Topaz Labs develops AI software designed to enhance images and videos, catering primarily to photographers, videographers, and digital artists. Their products, such as DeNoise AI, Sharpen AI, Gigapixel AI, and Mask AI, utilize artificial intelligence to improve visual content by reducing noise, sharpening details, and upscaling images without compromising quality. Unlike many competitors, Topaz Labs focuses specifically on the needs of visual content creators, offering both individual software tools and bundled packages for purchase, along with a subscription model for ongoing updates. The company's goal is to provide high-quality enhancement tools that help users achieve professional results in their visual projects while fostering a community for feedback and support.
Dallas, TexasHeadquarters
2006Year Founded
VENTURE_UNKNOWNCompany Stage
Consumer Software, AI & Machine LearningIndustries
11-50Employees
Benefits
Health Insurance
Dental Insurance
Vision Insurance
Paid Vacation
Paid Sick Leave
401(k) Company Match
Risks
Google's AI video tool Vids poses a competitive threat to Topaz Labs.
Adobe's RTX-accelerated features may reduce demand for Topaz Labs' plug-ins.
Expansion of headquarters could strain financial resources if growth doesn't meet expectations.
Differentiation
Topaz Labs specializes in AI-driven image and video enhancement software.
Their products cater to photographers, videographers, and digital artists seeking high-quality content.
Topaz Labs offers both direct sales and subscription models for continuous revenue.
Upsides
Growing demand for AI video editing tools boosts Topaz Labs' market potential.
Collaboration with Adobe and Google enhances visibility and product adoption.
AI-enhanced immersive experiences expand market opportunities for Topaz Labs.
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