Senior Engineer _ CATIA Automation (Python)

Role & responsibilities

CATIA Automation (50%)
• Develop and maintain a modular Python framework (PyCATIA, pywin32) for: Parametric Part & Assembly creation, modification, and validation – Batch exports (STEP/IGES, meshes, 2D drawings) and featurebased property injection – Custom CLI or lightweight GUI (PyQt/Tkinter) to streamline engineer-driven workflows • Implement robust error handling, logging, and retry logic for unattended jobs • Integrate with Teamcenter/ENOVIA REST or ITK APIs to pull/push CAD data and metadata • Conduct peer code reviews, establish Python style guides, and write unit- and integration-tests

AI/ML & Computer-Vision Integration (50%)
• Lead R&D of ML/AI models that augment CAD automation: – Generative design (GANs, autoencoders, topology-optimization surrogates) – Predictive performance models (regression, classification, neural nets) – Computer-vision QA (feature detection, anomaly flagging in 2D/3D views) • Extract CAD data (feature trees, meshes, parameters) via Python for ML pipelines • Package inference services as Dockerized microservices with FastAPI/Flask endpoints • Define data-collection, monitoring, and retraining strategies to ensure model performance

Mentoring
• Mentor a junior Python coder: lead pair-programming, workshops on COM automation, testing, and ML integration • Define and enforce best practices across CAD scripts and ML artifacts: – Git branching strategies, CI/CD for code and model builds (GitHub Actions, Jenkins) – Documentation standards (Confluence, ReadTheDocs) and API references • Collaborate with mechanical designers, simulation analysts, and PLM admins to gather requirements, validate outputs, and demonstrate ROI

Metrics, Reporting & Continuous Improvement
– Reduction in manual CAD hours per part – Accuracy and latency of ML predictions – Adoption rates and user satisfaction • Build dashboards (Grafana/Prometheus) to track pipeline health, job success/failure, and resource usage

Please shared resume to Kaviyarasan_s@Satven.com