Product Developer

Summary

Join Centric Software's personalization team as a highly skilled Product Developer with strong UI/UX skills. This role focuses on redefining product configuration, customization, and visualization using cutting-edge AI technology. You will design, develop, and train generative AI models for product customization and real-time image generation. Collaborate with cross-functional teams to integrate AI solutions into Centric's ecosystem and client-facing platforms. This position requires 3+ years of experience in AI/ML, expertise in Python and AI frameworks, and a strong understanding of computer vision techniques. Competitive salary, benefits, and flexible working conditions are offered.

Requirements

• 3+ years of experience in AI/ML, particularly with generative models such as diffusion models, GANs, VAEs, or NeRFs
• Strong understanding of computer vision techniques: image segmentation, object detection, and image synthesis
• Expertise in Python and AI frameworks like PyTorch, TensorFlow, or JAX
• Experience working with ComfUI and LoRA/Flux for fine-tuning generative models and optimizing for specific product variations
• Demonstrated experience in training custom models for visual customization or product generation
• Solid understanding of API development and integration with external systems (e.g., e-commerce platforms)
• Experience with real-time rendering systems and optimization techniques for faster performance in production environments
• Strong problem-solving skills with a creative and innovative mindset
• Ability to work in a fast-paced environment, adapting to changing priorities and delivering high-impact solutions

Responsibilities

• Design, develop, and train generative AI models (diffusion models, GANs, VAEs) for product customization and real-time image generation
• Collaborate with the product design team to segment product images and map customizable zones using AI-driven image processing and segmentation techniques
• Implement AI-based image synthesis to generate product variants, replacing traditional 3D rendering methods
• Research and integrate conditional generative models to allow real-time user control over product features (e.g., color, texture, material)
• Optimize AI models for efficiency, ensuring scalability to handle large datasets with multiple variations
• Develop robust APIs for integrating the generative models into Centric’s ecosystem and client-facing platforms
• Experiment with new approaches like NeRF and transformer-based models to enhance 3D configurator capabilities
• Work with internal stakeholders to ensure seamless integration with e-commerce systems such as Shopify, WooCommerce, Adobe Commerce, and others
• Contribute to building a scalable infrastructure that ensures fast generation times and high-quality visuals with minimal latency
• Collaborate with cross-functional teams (product managers, designers, and sales) to align AI solutions with business goals

Preferred Qualifications

• Experience with transformer-based models (e.g., DALL-E, CLIP)
• Familiarity with cloud-based AI platforms like AWS SageMaker or Google AI for scaling AI solutions
• Prior experience working with 3D product configurators or virtual try-on technologies
• Knowledge of AR/VR and experience in using AI to generate immersive product experiences

Benefits

• Competitive salary
• Benefits
• Flexible working conditions