Machine Learning Engineer

We are looking for a Senior or a strong Mid-level ML Engineer to join our core team. Your mission is to develop and refine the AI algorithms that automatically generate precise 3D garment geometry and textures from 2D photos, using sewing patterns as an intermediary stage. You will be instrumental in transforming a manual process that currently takes hours into an automated one that takes minutes.

Requirements

• Algorithm Development: Create and optimize Deep Learning models for 2D-to-3D transformation, focusing on mesh structure and vertex topology.
• Architectural Design: Work with convolutional layers, autoencoders, transformers, and Generative Adversarial Networks (GANs).
• Data Engineering: Curate and augment datasets by blending real-world photography with synthetically generated data to ensure high model accuracy. Integration:
• Develop software modules using Python APIs for integration into professional 3D environments like Clo3D and Marvelous Designer.
• R&D Execution: Conduct scientific experiments, define quality criteria, and document findings to reach Technology Readiness Level 9 (TRL9).

Responsibilities

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

What we offer

• Direct cooperation with the already successful, long-term, and growing project.
• Flexible work arrangements.
• Collaborative and supportive team culture.
• Truly competitive salary.
• Help and support from our caring HR team.