Senior 3D & AI Systems Software Developer
New
C
CoLabMechanical Engineering Software
Fully remote within North AmericaFull-TimeSenior
SalaryCompetitive compensation package that includes stock options
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Job Details
- Experience
- 5+ years
- Required Skills
- Backend DevelopmentSQLMachine LearningPyTorchNosqlLLM
Requirements
- 5+ years of experience in backend development, ideally in a product or platform team.
- Solid grasp of 3D math (linear algebra, vector calculus).
- Practical experience in graphics engines, CAD kernels (HOOPS, OpenCascade, Parasolid), robotics, or 3D simulations.
- 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 (feature extraction, embedding generation, model training, or inference).
- Familiarity with agentic workflows (e.g., pydantic-ai).
- Experience integrating and prompting 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).
Responsibilities
- Develop backend systems 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.
- 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.
- Set and maintain high technical standards across the team.
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