Senior 3D & AI Systems Software Developer
CoLabEngineering Collaboration company
RemoteSenior
Insight Partners
Y Combinator
Intrepid Growth Partners
Killick Capital
Pelorus VC
Spider Capital
Software Engineering
About the role
TL;DR
Backend engineer to build AI-driven 3D design analysis systems.
- •CoLab is building AI for engineers designing complex products like cars, medical devices, and jet engines.
- •This role focuses on developing the backend systems for CoLab's 3D AutoReview product, which uses AI to analyze 3D designs at scale.
- •Key Responsibilities Develop backend systems for 3D AutoReview features, from pipeline architecture to production delivery.
- •Experiment with geometry parsing, quality detection, and context generation for 3D model review.
- •Collaborate with backend, frontend, and product teams to deliver high-impact features.
- •Partner with ML teams to integrate intelligence into the 3D review process.
- •Develop extensible systems for custom rule creation and reference data.
- •Requirements 5+ years of backend development experience.
- •Solid grasp of 3D math with practical experience in graphics engines, CAD kernels (HOOPS, OpenCascade, Parasolid), or simulations.
- •Hands-on experience designing, developing, and maintaining robust, scalable backend systems and APIs.
- •Experience with multiple data storage paradigms (SQL, NoSQL, vector databases).
- •Experience with ML/AI/LLM concepts and productionalization, including 3D model ML pipelines and integrating LLMs via APIs.
Required skills
PythonPyTorchscikit-learnOpenAI APIAnthropic APIGemini APILangChainHugging FaceComputer VisionNLPLLMsSageMaker
Nice-to-have skills
AWSGoogle CloudAzureTerraformDockerKubernetesCI/CDGitLinuxJira
Domain expertise
aerospaceautomotivedeeptechdeveloper-toolsaiproductivity
Benefits & perks
Stock options, Extended health benefits, Unlimited paid vacation, RRSP/401K matching, 100% health/dental coverage, Remote work
Tech stack
PythonTensorFlowPyTorchscikit-learnOpenAI APIAnthropic APIGemini APILangChainHugging FaceComputer VisionNLPLLMsMLflowKubeflowSageMakerVertex AIONNXJAXPostgreSQLMySQLMongoDBRedisElasticsearchDynamoDBAWSGoogle CloudAzureTerraformCloudFormationPulumi
