Qualifications
Key ResponsibilitiesDesign and implement generative AI models for automated building design, including floor plan generation, facade design, and structural optimization using advanced architectures such as diffusion models, transformers, and GANs. Develop computer vision pipelines for design and drawing analysis utilizing modern frameworks like YOLO, SAM, and NeRF-based 3D reconstruction. Construct graph neural networks and geometric deep learning models for structural analysis and optimization of Mechanical, Electrical, and Plumbing (MEP) systems. Create reinforcement learning systems aimed at optimizing multi-objective building factors including energy efficiency, cost, occupant comfort, and sustainability metrics. Integrate AI models with industry-standard BIM tools like Revit and Rhino/Grasshopper via custom APIs and plugins. Deploy production ML pipelines employing contemporary MLOps practices, which encompass experiment tracking (Weights & Biases, MLflow), model versioning, and A/B testing frameworks. Implement physics-informed neural networks for building performance simulation and predictive modeling. Collaborate with architects and engineers to guarantee that AI systems yield practical, code-compliant, and feasible designs.
About the job
About the Role
Join us at Zero, where we collaborate with innovative organizations in the Architecture, Engineering, and Construction (AEC) sector to redefine the design and delivery of the built environment. As a leading full-service management advisory firm exclusively dedicated to this realm, we leverage deep industry knowledge and advanced technology strategies to address significant challenges on a large scale.
We are in search of a Senior AI Engineer who will spearhead the development of automated building design systems and elevate the application of AI and machine learning within the built environment. In this role, you will architect and implement generative design algorithms, computer vision systems, and optimization models that fundamentally alter how buildings are envisioned, designed, and validated.
This position operates at the convergence of deep learning, computational geometry, and architectural design, crafting AI systems that enhance human creativity while adhering to engineering constraints and building codes. This is a unique chance to apply pioneering AI research to one of humanity's critical endeavors: creating improved living and working spaces.
About Zero
At Zero, we are committed to transforming the built environment through innovative technology and expert management consulting. Our focus on the Architecture, Engineering, and Construction sectors allows us to deliver tailored solutions that meet the evolving needs of our clients and society as a whole.
