[Remote] Senior Research Engineer, Generative 3D

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.

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