1 month ago
Remote, United StatesSenior
Responsibilities
- Build the component layer around the layout synthesis engine, including documented API contracts, callable services, and evaluation gates.
- Train, adapt, evaluate, serve, and integrate machine learning models into Higharc’s product.
- Turn model retraining into reproducible one-command jobs with built-in benchmarks and readable results.
- Own latency and cost budgets for learned capabilities.
- Extend research capabilities to areas such as multi-story plans and real-time editing.
- Partner with infrastructure engineers on MLOps and deployment.
- Mentor researchers and interns on engineering practices and communicate work through status updates, pull requests, and design notes.
Requirements
- Five or more years of professional software development experience, including at least two years training and shipping machine learning models to real users.
- Experience carrying at least one model end to end from data preparation through training, evaluation, serving, and user-facing integration.
- Fluency in Python; PyTorch is preferred, while TensorFlow or Keras is acceptable with willingness to transition.
- Experience with geometric or structured data such as floor plans, CAD, BIM, graphs, or 2D/3D geometry.
- Experience building or maintaining evaluation harnesses or benchmarks that gate changes.
- Experience packaging models behind an API such as FastAPI and managing latency and cost.
- Ability to work remotely with a team on US Eastern hours.
- Master’s degree in computer science, machine learning, or a related field, or equivalent shipped work.
- Preferred qualifications include architecture or building experience, constraint solving or optimization, generative layout models, Rhino/Grasshopper/Revit tooling, Hugging Face, experiment tracking, AWS or Modal model serving, publications, or open-source contributions.
Benefits
- Fully remote work with regular team meet-ups in US hubs and travel expectations communicated early when applicable.
- Competitive salary with significant equity; compensation figures are not specified.
- Comprehensive medical, dental, and vision coverage for full-time US employees.
- Flexible paid time off and maternity/paternity leave.
- Short- and long-term disability plans and a 401(k).
- Home-office stipend and ongoing learning and development support.
Categories
About Higharc
Higharc builds a Homebuilding Cloud platform used by production homebuilders to design, estimate, sell, and manage construction. Its SaaS suite includes Studio, a browser-based 2D/3D design tool that drives estimating, showrooms, and construction documents across a single data model. Founded in 2018, the privately held, US-remote company is VC-backed and focuses on residential builders and community developers.