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Senior 3D & AI Systems Software Developer
CoLab SoftwareSenior backend engineer building 3D AutoReview features at CoLab Software. Collaborating on intelligent design analysis and backend infrastructure.
Tech Stack
Tools & technologiesAWSCloudNoSQLPyTorchScikit-LearnSQL
About the role
Key responsibilities & impact- 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
Requirements
What you’ll need- 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.
Benefits
Comp & perks- Includes extended health benefits
- Unlimited paid vacation
- RRSP/401K matching
- 100% health/dental coverage
- Competitive compensation package that includes stock options
ATS Keywords
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Hard Skills & Tools
backend development3D mathgraphics enginesCAD kernelsRobotics3D simulationsAPIsdata storage paradigmsML/AI/LLM conceptsML frameworks
Soft Skills
collaborationcommunicationproblem-solvingcross-functional alignmenttechnical standardsadaptabilityquality focusspeed of deliveryambiguity managementteam contribution