ML Engineer (AI)

TL;DR

ML Engineer (AI): Developing AI algorithms that automatically generate precise 3D garment geometry and textures from 2D photos with an accent on deep learning, mesh structure, and vertex topology. Focus on optimizing 2D-to-3D transformation, integrating software modules into professional 3D environments, and conducting R&D to achieve TRL9.

Location: Remote (Ukraine, Armenia)

Company

hirify.global is a company focused on automating 3D garment generation through advanced AI algorithms.

What you will do

• Create and optimize Deep Learning models for 2D-to-3D transformation, focusing on mesh structure and vertex topology.
• Design architectures using convolutional layers, autoencoders, transformers, and GANs.
• Curate and augment datasets by blending real-world photography with synthetic data to ensure high model accuracy.
• Develop software modules using Python APIs for integration into professional 3D environments like Clo3D and Marvelous Designer.
• Conduct scientific experiments, define quality criteria, and document findings to reach TRL9.

Requirements

• 5+ years of experience as a Senior or strong Mid-level engineer in the field of AI/ML.
• University degree in Information Technology, Engineering, or a related field.
• Proficiency in Python and experience with major ML frameworks such as PyTorch or TensorFlow.
• Experience or strong interest in 3D technologies (Meshes, UV mapping) and Computer Vision.
• Ability to tackle scientific uncertainties related to complex garment types and varied visual perspectives.

Culture & Benefits

• Direct cooperation with a successful, long-term, and growing project.
• Flexible work arrangements.
• Collaborative and supportive team culture.
• Truly competitive salary.
• Support from a dedicated HR team.