Data Scientist
Summary
Build geometric and graph models to predict manufacturing risks, forecast cycle times, and optimize tool life and demand for automated production systems.
- Build geometric and graph models for DFM and tolerance risk prediction
- Build production forecasting models for cycle time
- Build production prediction models for tool life quality and demand
- Design experiments and A B tests to measure impact
- Detect drift and quality anomalies in production
- Develop part and operation embedding retrieval layer
- Engineer geometry based features from CAD mesh and point cloud
- Train deploy monitor and retrain models on platform
- Translate model predictions into quoting scheduling capacity and DFM decisions
- Validate models using backtesting with leakage control
Perks/Benefits:
- 401k
- Dental insurance
- Equity
- Flexible vacation
- Life insurance
- Medical insurance
- Relocation support
- Vision insurance
