Note: The job is a remote job and is open to candidates in USA. MimoLabs builds Mimo, an agentic system for designing and producing physical products. The Senior Research Engineer will develop models and end-to-end training pipelines for manufacturable CAD generation and simulation, lead research decisions, and take models into production.
Responsibilities
- Build and train the models that turn intent into manufacturable geometry across implicit, latent and B-rep targets, for example a part generated from a description and a load case
- Put physics in the loop: differentiable simulation and physics-driven optimization of generated shapes, for example a generated bracket optimized in the model's latent space until finite-element analysis says it holds
- Own the training pipeline end to end: data curation and licensing, pre- and post-training, checkpoints, and the evaluation suite that decides what ships, for example watertight and manifold rates, fidelity to the request, and cost per generation
- Build the understanding side: part segmentation, semantic classification and spatial comprehension of CAD and mesh data
- Run the research practice: read the field, reproduce the methods that matter, and write the go/no-go memo on each
- Take models to production with the team, with latency and cost measured
Skills
- Published or shipped generative 3D : diffusion or flow models over implicit, voxel or latent-set representations, reconstruction, or latent-space optimization, with results you can show
- Differentiable simulation or physics-driven shape optimization , with finite elements or equivalent physics in the loop, in research or in production
- Training pipelines you built and ran end to end : data, training, evaluation and checkpoints, on multi-GPU hardware
- A record of either peer-reviewed publications (SIGGRAPH, CVPR, ICCV, NeurIPS or equivalent) or production models with measured results
- Clear writing : a memo a founder can act on
- US work authorization is required, and we are not able to sponsor visas for this role
- Topology optimization and computational design (strong plus)
- CUDA, Triton or Warp kernels you wrote or tuned; GPU serving with measured latency and cost
- B-rep and parametric CAD; CAD code generation
- Computational mechanics: finite elements, contact, material models; GPU solvers
- Differentiable rendering, Gaussian splatting, multi-view diffusion
- Rust
Benefits
- Equity, four-year vesting with a one-year cliff.
- Health, dental and vision.
Company Overview