# ML Engineer - Generative AI - Company: [Dreamhq]() - Location: San Francisco - Team: Engineering - Employment type: Full Time - Posted: October 16, 2025 ## Job description We are looking for a Generative AI engineer to work on the full lifecycle of novel spatial generative AI model development, defining the correct frame of an inference problem, structuring image-based training data into usable formats, training and testing models, deploying performant systems into our production architecture stack. **Upcoming Challenges** * Generate high quality renovation and home design layouts using state-of-the-art generative models. * Build a model that adapts to user feedback and suggests home design tailored to user preferences. * Define required datasets and work with labeling agencies to generate high quality data. * Deploy models to production environments and iterate with real users on real-world problems. **What we Require** * MS in Computer Science with a focus or specialty in Machine Learning * 2+ Years of experience training and deploying real-world AI . Deep understanding of model architectures, training pipelines, and evaluation methodologies. * Creativity and technical depth to explore, evaluate, and iterate on different machine learning approaches * Scrappiness and speed in getting models built and tested under real-world constraints. * Strong background in algorithms, data structures, and mathematics, with the ability to design performant solutions to spatial and generative problems. * Proficiency in Python, with a strong preference for experience using NumPy and PyTorch. ## Apply [Apply on Dreamhq]() Canonical job page: