Senior Computer Vision Engineer (Generative AI) at DRESSX
February 12, 2025
About the Company:
DRESSX is a leading company in the field of digital fashion and Generative AI. We create innovative solutions that transform the fashion industry using cutting-edge technology. We are currently looking for an experienced specialist in Computer Vision and Generative AI to help us develop new products and improve existing solutions.
Responsibilities:
Develop and implement advanced computer vision models for tasks related to digital fashion.
Create and optimize image generation algorithms, including Diffusion Models and GANs.
Develop automated processes for data collection and preprocessing for training datasets.
Optimize and adapt models for efficient production deployment (quantization, pruning, acceleration).
Collaborate with the R&D team to define long-term research strategies.
Maintain technical documentation and participate in discussions with stakeholders.
Requirements:
Deep understanding of mathematical fundamentals of machine learning (linear algebra, probability theory, statistics).
5+ years of experience in Computer Vision, including both research and production projects.
Experience working with generative models (Diffusion Models, GANs) and fine-tuning them.
Skills in developing model architectures from scratch and optimizing them.
Experience working with adapters (ControlNet, IP Adapter) and LoRA training is a plus.
Higher education in Computer Science, Applied Mathematics, or related fields.
Soft Skills:
Experience leading research in a rapidly evolving technological environment.
Ability to formulate and implement a long-term research vision.
Excellent communication skills and ability to work in a team.
Willingness to interact with management and other stakeholders.