Senior 3D & AI Systems Software Developer
CoLab Software2 months 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.
About CoLab Software
CoLab Software builds a cloud platform for mechanical engineering teams to review CAD, track issues, and capture design rationale with AI. Sold as enterprise SaaS, it connects engineers and stakeholders for design and simulation reviews in a shared workspace. Founded in 2018 and based in St. John’s, Newfoundland and Labrador, it is privately held and used by manufacturers such as Bobcat and GE Appliances.