RESEARCH & ENGINEERING RECRUITMENT

BUILD THE INTELLIGENCE OF ENGINEERING

Join us at the intersection of AI, geometry, computational engineering and design.

THE FUNDAMENTAL CHALLENGE

ENGINEERING DOESN'T EXIST IN TOKENS.

Today's AI can generate text, images, and code with remarkable fluency. Engineering is different.

A mechanical part is not merely an image. It contains topology, dimensions, constraints, relationships, manufacturing intent, and physical structure.

We are building systems that can reason about all of it.

“A mechanical part is not merely an image. We are building systems that understand topology, constraints, relationships, and physical manufacturing intent.”
01
Language
Engineers express high-level requirements and intent[cite: 1].
→
02
Intent
Decomposition into kinematic goals and structural objectives.
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03
Constraints
Geometric tolerances, assembly mates, and clearances.
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04
Topology
Continuous feature graphs and explicit mathematical connectivity.
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05
Geometry
Exact boundary representation (B-Rep) surfaces and solids.
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06
Engineering
Validated, production-ready CAD models directly manufacturable.
THE STACK

THE PROBLEMS ARE THE PRODUCT.

This is not standard SaaS plumbing. Candidates will build along the frontier connecting foundation models directly to deterministic CAD kernels.

AI / FOUNDATION MODELS
→
COMPUTATIONAL GEOMETRY (OCCT)
→
ENGINEERING REASONING
→
GEOMETRIC PLANNING & FEATURE GRAPH
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VALIDATED ENGINEERING OUTPUT
AI LLMs Geometry Topology B-Rep Feature Graphs Parametric CAD OCCT Simulation C++20 PyTorch
OUR CULTURE

WE LOOK FOR PEOPLE WHO THINK FROM FIRST PRINCIPLES.

We avoid generic corporate platitudes. Here is what working here actually demands.

01

Think Deeply.

You want to understand why something works, not simply make it work.

02

Cross Boundaries.

The best problems at ORAIN sit between disciplines.

03

Build Before Everything is Known.

Research and engineering happen simultaneously.

04

Care About Correctness.

Engineering systems cannot merely produce something that looks right.

05

Enjoy Hard Problems.

The difficulty of the problem is part of the attraction.

HOW WE WORK

RESEARCH IS PART OF ENGINEERING.

Small Teams. Hard Problems.

People own meaningful technical problems rather than tiny isolated tasks.

Research + Building.

Ideas are tested through prototypes, experiments, and actual production systems.

Technical Depth.

Understanding the underlying mathematical and physical system matters.

Fast Experiments.

Exploration can be fast; engineering output must be rigorous and reliable.

Low Ego.

Good ideas win because they are mathematically and physically sound.

OPEN ROLES

BUILD WITH US.

Featured opportunities across computational geometry, AI, and kernel infrastructure.

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BUILD WHAT ENGINEERING COMPUTERS COULDN'T UNDERSTAND BEFORE.

We're building the next layer of intelligence for engineering.

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OPPORTUNITIES & ROLES

Careers at Orain Labs

Search and filter across all engineering, research, and design positions building foundation models for deterministic engineering.

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JOB SPECIFICATION

About The Role

Responsibilities

    Required Skills

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