6.0 - 8.0 years

15 - 30 Lacs

hyderabad

Work from Office

Role & responsibilities *Collaborate with domain experts in the organization to understand design workflows extract actionable insights/opportunities. * Develop tools, scripts, or models to automate design and drafting workflows like drawing generation, clash detection, material estimation. * Analyze large volumes of design data like piping layouts, cable schedules, structural loads to derive insights or identify inconsistencies. * Design and implement ML models to optimize engineering workflows like drawing classification, component recognition, clash detection, layout optimization * Develop AI-powered tools for drawing review, quantity take-off, change detection, and model validation * Integrate AI models into engineering software environments and apply natural language processing (NLP) / computer vision techniques to automate tasks like image tagging, design pattern recognition, or content generation. * Build predictive or optimization models to support Structural load optimization, Cable routing and I/O allocation, Piping/material layout optimization. * Integrate with or extract data from 3D modeling tools (e.g., AVEVA E3D, AutoCAD, SmartPlant, MicroStation, STAAD, Tekla). * Stay up-to-date with the latest advancements in data science, machine learning, and design tools to continuously innovate and improve automation solutions. Preferred candidate profile *Overall 6+ years of experience in data science, machine learning frameworks and libraries * Atleast 2 years of experience in O&G domain. * Proficiency in Python along with pandas, scikit-learn, PyTorch/TensorFlow libraries. * Experience with computer vision for drawing/model analysis. * Knowledge of data processing tools, techniques and working with large datasets. * Understanding of engineering documentation and deliverables: GA drawings, P&IDs, cable schedules, structural drawings * Strong problem-solving abilities, analytical thinking with an ability to troubleshoot and resolve issues.

Posted 11 hours ago

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