AI Scientist: Agentic CAD & LLMs for Design Excellence

Lindus Health Limited; Palo Alto (CA); On-site; USD 180,000 - 260,000; Full time

Job summary

Mistral is seeking an AI Scientist with deep machine learning expertise and hands-on CAD experience to expand what our agentic tools can do for computer‑aided design. You will focus on teaching Mistral's LLMs to generate, analyze, and modify CAD designs like an expert design engineer.

Your work spans pre- and post-training data, verifiers, and agent scaffolding to ensure reliable CAD workflows. Join at the foundation of our CAD stream to shape data, tools, and evaluation criteria that define

Qualifications

• Deep, hands-on ML expertise with LLM development experience.
• Fluent English with excellent communication skills.
• Strong Python coding ability and Linux/HPC familiarity.

Responsibilities

• Design pretraining, SFT, and RL data for CAD tasks: text‑to‑CAD and image‑to‑CAD generation.
• Define verifiers and evaluation criteria for CAD tasks.
• Scale data pipelines that produce agentic CAD training traces.
• Design and improve agent architectures and harnesses for CAD tool use and multi‑step planning.
• Build and maintain CAD evaluation benchmarks and diagnostics.

Skills

LLM development

Python programming

English communication

Tools

SolidWorks

CATIA

Siemens NX

FreeCAD

CADQuery

OpenCASCADE

Job description

Mistral is seeking an AI Scientist with deep machine learning expertise and hands-on CAD experience to expand what our agentic tools can do for computer‑aided design. You will focus on teaching Mistral's LLMs to generate, analyze, and modify CAD designs like an expert design engineer.

Your work spans pre- and post-training data, verifiers, and agent scaffolding to ensure reliable CAD workflows. Join at the foundation of our CAD stream to shape data, tools, and evaluation criteria that define