Qualifications
Key ResponsibilitiesDesign and implement cutting-edge generative AI models for automated building design, including floor plan generation, facade design, and structural optimization using advanced architectures like diffusion models, transformers, and GANs.Develop sophisticated computer vision pipelines for design and drawing analysis utilizing modern frameworks such as YOLO, SAM, and NeRF-based 3D reconstruction.Construct graph neural networks and geometric deep learning models for structural analysis and optimization of MEP (Mechanical, Electrical, Plumbing) systems.Create reinforcement learning systems aimed at multi-objective building optimization, encompassing energy efficiency, cost, occupant comfort, and sustainability metrics.Integrate AI models with industry-standard Building Information Modeling (BIM) tools such as Revit and Rhino/Grasshopper through custom APIs and plugins.Deploy machine learning pipelines in production environments using contemporary MLOps practices, including experiment tracking using Weights & Biases and MLflow, model versioning, and A/B testing frameworks.Implement physics-informed neural networks for building performance simulation and predictive modeling.Collaborate closely with architects and engineers to ensure that AI systems yield practical, code-compliant, and constructible designs.
About the job
About the Role
At zero, we collaborate with innovative organizations within the Architecture, Engineering, and Construction (AEC) sector to revolutionize the design and delivery of the built environment. As a leading full-service management advisory firm dedicated solely to the built world, we merge specialized knowledge with advanced technology strategies to address significant challenges on a large scale.
We are currently on the lookout for a Senior AI Engineer to spearhead the creation of automated building design systems and elevate the frontier of AI/ML applications in the built environment. In this role, you will design and execute generative design algorithms, computer vision systems, and optimization models that will transform the conception, design, and validation of buildings.
This position merges deep learning, computational geometry, and architectural design, crafting AI systems that enhance human creativity while adhering to engineering constraints and building regulations.
This is an extraordinary chance to leverage cutting-edge AI research to tackle one of humanity's core challenges: creating improved spaces for individuals to live, work, and flourish.
About zero
zero is a premier management advisory firm focused exclusively on the built environment, combining domain expertise with innovative technology strategies to create transformative solutions in the AEC industry.
