Senior 3D & AI Systems Software Developer

🕒 Maio 21

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CoLab Software

SiteLinkedInTodas as Vagas

51 - 200 funcionários

⚡ Produtividade

🏢 Corporativo

Software • Productivity • Enterprise

A CoLab Software é uma empresa focada em melhorar o processo de colaboração de design para equipes de engenharia. Eles fornecem ferramentas que facilitam revisões de CAD eficientes e automatizam o acompanhamento de problemas, ajudando as equipes a projetar melhores produtos mais rapidamente. A CoLab integra-se com os principais sistemas PLM e CAD e suporta uma variedade de casos de uso, incluindo colaboração com fornecedores, redução de custos, desenvolvimento de novos produtos e design para manufaturabilidade. Sua plataforma, com ferramentas como o ReviewAI, permite aos usuários gerar feedback, colaborar em tempo real e capturar dados de desempenho para impulsionar a melhoria contínua. A CoLab visa simplificar os processos de design, reduzir erros de decisão e melhorar a qualidade do produto.

Descrição

• Become a key contributor in the backend development for 3D AutoReview features, from pipeline architecture to production delivery • Experiment with geometry parsing, quality detection, and context generation for 3D model review • Partner with backend, frontend, and product teams to drive the delivery of high-impact features with speed, quality, and cross-functional alignment. • Collaborate with ML teams to incorporate intelligence into the 3D review process • Develop extensible systems for custom rule creation and reference data in 3D AutoReview • Help set and maintain high technical standards across the team

🎯 Requisitos

• 5+ years of experience in backend development, ideally in a product or platform team • Solid grasp of 3D math with practical experience in graphics engines, CAD kernels (HOOPS, OpenCascade, Parasolid), Robotics, 3D simulations, etc. • Hands-on experience designing, developing, and maintaining robust, scalable backend systems and APIs • Experience working with multiple data storage paradigms (SQL, NoSQL, and vector databases) • Experience with ML/AI/LLM concepts and productionalization • Familiarity with 3D model ML pipelines (e.g., feature extraction, embedding generation, model training, or inference) • Familiarity with agentic workflows (e.g., pydantic-ai) • Experience integrating and prompting large language models (LLMs) via APIs (e.g., OpenAI, Anthropic, Google Gemini) • Knowledge of ML frameworks such as PyTorch, Hugging Face, or Scikit-learn • Experience deploying ML services in cloud infrastructure (e.g., AWS SageMaker, Amazon Bedrock, etc.) • Comfortable working with ambiguous or loosely scoped technical challenges • Excellent communicator—able to translate technical problems into clear paths forward • Experience with CAD modeling software like SolidWorks, Creo, or OnShape is a strong plus • Experience with mechanical engineering concepts is a strong plus.

🏖️ Benefícios

• Includes extended health benefits • Unlimited paid vacation • RRSP/401K matching • 100% health/dental coverage • Competitive compensation package that includes stock options