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Machine Learning Engineer - Personalization & Recommendation Systems

KreaSan Francisco
On-site Full-time

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Experience Level

Mid to Senior

Qualifications

QualificationsSignificant experience in developing recommendation systems or personalized content feeds from the ground up. Demonstrated ability to design and deliver high-quality curated content experiences. Experience with media-based personalization, particularly in images and videos; familiarity with audio or other modalities is a plus. Strong foundation in machine learning, representation learning, and contemporary deep learning techniques. Proficient in Python and experienced with related libraries and frameworks.

About the job

About Krea

Krea is at the forefront of developing advanced AI creative tools designed to enhance and empower human creativity. Our mission is to create intuitive and controllable AI solutions that allow creatives to express themselves across various formats including text, images, video, sound, and 3D.

About the Position

We are seeking a talented Machine Learning Engineer to lead the design and implementation of Krea’s personalization and recommendation systems from the ground up. You will take full ownership of how we comprehend user preferences, curate engaging content, and customize generative models to reflect individual aesthetics.

This role sits at the exciting intersection of recommendation systems, representation learning, and generative imaging and video technologies.

Your Responsibilities

  • Lead the architecture and development of Krea’s personalization and recommendation framework, overseeing the technical direction from inception to deployment.

  • Craft algorithms that effectively model user preferences and tastes, enabling our systems to adapt to individual styles and aesthetics.

  • Develop high-quality, curated feeds that strike a balance between exploration, personalization, and aesthetic coherence.

  • Collaborate closely with our model and research teams to co-create personalization mechanisms that shape how our generative models learn, adapt, and express creative styles.

  • Contribute to research in personalized image generation, with a focus on style, taste, and subjective quality.

  • Work in tandem with product, design, and research teams to define what “good personalization” means in a creative context.

  • Take systems from initial research and prototyping stages through to production, ongoing iteration, and enhancement.

About Krea

Krea is dedicated to creating next-generation AI tools that enhance human creativity. We strive to make AI intuitive and manageable, enabling creatives to leverage this technology for self-expression.

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