Senior Engineer _ CATIA Automation

4 days ago

Chennai, India Satven Full time

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

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