ML Engineer - Personalization & Recommendation Systems

Krea is looking for an ML Engineer to build personalization and recommendation systems from scratch, working at the intersection of recommendation systems, representation learning, and generative image and video tools.

Requirements

• Architect and build Krea's personalization and recommendation stack from the ground up, owning the technical direction end to end.
• Design algorithms to model user preference and taste, enabling Krea's models to adapt to individual styles and aesthetics.
• Build high-quality, curated feeds that balance exploration, personalization, and aesthetic coherence.
• Work directly with the our model and research team to co-design personalization mechanisms that influence how our generative models learn, adapt, and express style.
• Contribute to personalized image generation research, with a focus on style, taste and subjective quality.
• Collaborate closely with product, design, and research to define what “good personalization” means in a creative context
• Take systems from research and prototyping through production, iteration, and continuous improvement

Benefits

• Openness to sponsoring international candidates
• Work alongside a world-class team building the future of AI creative tooling
• Significant scope and company-wide impact
• Competitive compensation (75th percentile of market) with meaningful equity