Senior 3D & AI Systems Software Developer
CoLab Software15 days ago
Remote, AmericasSenior
Responsibilities
- 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, product, and ML teams to deliver high-impact features.
- Develop extensible systems for custom rule creation and reference data in 3D AutoReview.
- Help maintain high technical standards across the team.
Requirements
- 5+ years of backend development experience, ideally on a product or platform team.
- Experience designing, developing, and maintaining robust, scalable backend systems and APIs.
- Solid 3D mathematics knowledge with practical experience in graphics engines, CAD kernels, robotics, 3D simulations, or related areas.
- Experience with SQL, NoSQL, and vector databases.
- Experience with ML, AI, and LLM concepts and productionization.
- 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 through 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.
- Experience with CAD modeling software such as SolidWorks, Creo, or OnShape is a strong plus.
- Experience with mechanical engineering concepts is a strong plus.
- Ability to work through ambiguous or loosely scoped technical challenges and communicate technical problems clearly.
Benefits
- Full-time, permanent position with a compensation package including stock options.
- Extended health benefits, unlimited paid vacation, RRSP/401K matching, and 100% health and dental coverage.
- Fully remote within North America.