CoLab Software - Senior 3D & AI Systems Software Developer
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Requirements
• You like to understand the “why” behind the work and communicate it clearly. You thrive in ambiguity and don’t wait for someone else to go first. If something’s unclear, you figure it out—and then explain it to the rest of the team. You’re ready to be the go-to person for 3D anomalous within the AutoReview space and help others get up to speed. • 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 • Extra Details • This is a full-time, permanent position with a competitive compensation package that includes stock options • Includes extended health benefits, unlimited paid vacation, and RRSP/401K matching and 100% health/dental coverage • Fully remote within North America • Equity Note • Frequently cited statistics show that people who identify with historically marginalized groups are likely to apply to jobs only if they meet 100% of the qualifications. We encourage you to help us break that statistic and apply even if you don’t meet every single qualification—your potential is what matters most to us.
Responsibilities
• 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 processDevelop extensible systems for custom rule creation and reference data in 3D AutoReview • Help set and maintain high technical standards across the team
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