Senior 3D & AI Systems Software Developer

Job not on LinkedIn

🔥 0 minutes ago

🌐 Canada, United States – Remote

🇨🇦 Canada – Remote 🇺🇸 United States – Remote

⏰ Full Time

🟠 Senior

🧑‍💻 Full-stack Engineer

👻 Ghost score 18%

What it means: how likely this posting is sitting open without active hiring.How to read it: 60% or higher means we think this is a ghost. Lower scores are less of a worry.How we score it: age, reposts, open roles vs team size, how fast jobs close, and whether pay is listed.Fine print: an estimate from public data, not a judgment of the company. Real jobs can score high, so treat it as a hint, not a fact.

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CoLab Software

WebsiteLinkedInAll Job Openings

51 - 200 employees

🏭 Manufacturing

💼 Consulting

📦 Logistics

Manufacturing • Consulting • Logistics

CoLab Software is a company focused on improving the design collaboration process for engineering teams. They provide tools that facilitate efficient CAD reviews and automate issue tracking, helping teams design better products faster. CoLab integrates with major PLM and CAD systems and supports a variety of use cases including supplier collaboration, cost reduction, new product development, and design for manufacturability. Their platform, featuring tools such as ReviewAI, enables users to generate feedback, collaborate in real-time, and capture performance data to drive continuous improvement. CoLab aims to streamline design processes, reduce decision-making errors, and enhance product quality.

📋 Description

• Contribute to backend development for 3D AutoReview features, from pipeline architecture through production delivery • Experiment with geometry parsing, quality detection, and context generation for 3D model review • Partner with backend, frontend, and product teams to deliver 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

🎯 Requirements

• 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 with SQL, NoSQL, and vector databases • Experience with ML/AI/LLM concepts and productionalization • Familiarity with 3D model ML pipelines, including feature extraction, embedding generation, model training, or inference • Familiarity with agentic workflows such as pydantic-ai • Experience integrating and prompting LLMs via APIs, such as OpenAI, Anthropic, or Google Gemini • Knowledge of ML frameworks such as PyTorch, Hugging Face, or Scikit-learn • Experience deploying ML services in cloud infrastructure, such as AWS SageMaker or Amazon Bedrock • Comfort working with ambiguous or loosely scoped technical challenges • Excellent communication skills and ability 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

🏖️ Benefits

• Competitive compensation package including stock options • Extended health benefits • Unlimited paid vacation • RRSP/401K matching • 100% health/dental coverage