Machine Learning Engineer

This is a fully remote position, open to applicants in Ukraine.

📋 Description

• Design and enhance AI algorithms that automatically create accurate 3D garment geometry and textures from 2D images.

• Convert a previously time-consuming manual process that takes hours into an efficient automated solution that requires only minutes.

• Develop and improve Deep Learning models for 2D-to-3D transformation, emphasizing mesh structure and vertex topology.

• Utilize convolutional layers, autoencoders, transformers, and Generative Adversarial Networks (GANs) in your work.

• Curate and enhance datasets by merging real-world photography with synthetically generated data.

• Create software modules utilizing Python APIs for seamless integration into professional 3D applications such as Clo3D and Marvelous Designer.

• Perform scientific experiments, establish quality benchmarks, and document results to achieve Technology Readiness Level 9 (TRL9).

⛳️ Requirements

• Demonstrated experience (5+ years) as a Senior or strong Mid-level engineer in the AI/ML domain.

• Bachelor's degree in Information Technology, Engineering, or a related discipline.

• Strong proficiency in Python and familiarity with leading ML frameworks (e.g., PyTorch, TensorFlow).

• Background or a keen interest in 3D technologies (Meshes, UV mapping) and Computer Vision.

• Capability to address scientific uncertainties associated with complex garment types and diverse visual perspectives.

🏝️ Benefits

• Direct involvement with an established, successful, and expanding project.

• Flexible working arrangements to suit your lifestyle.

• A collaborative and supportive team environment.

• Highly competitive salary package.

• Assistance and support from our dedicated HR team.