Airframe Data Scientist

As an Airframe Data Scientist at Airbus India Private Limited, your role will involve focusing on Airframe-related applications to provide safe, robust, and balanced data-driven/hybrid design solutions. You will play a crucial part in developing and deploying advanced AI solutions to enhance structural engineering processes. Key Responsibilities: - Develop Surrogate Models to accelerate structural simulations. - Implement Hybrid Modelling (physics + data) and Scientific Machine Learning techniques. - Explore and apply Large Language Models (LLMs) to assist in Finite Element Analysis (FEA workflows. - Utilize Computer Vision and AI techniques for automated CAD/mesh quality inspection. - Engage in data engineering and knowledge graph creation from unstructured legacy documents to preserve and utilize engineering know-how. - Ensure rigorous Verification, Validation, and Uncertainty Quantification (VVUQ) of AI/ML solutions deployed within the Airframe perimeter. Qualifications Required: - Completed Bachelors or Masters degree in Aerospace, Mechanical, Thermal, or Data Science related streams. - Minimum of 5+ years of Data Science related experience. In this role, you will need to have expertise in machine learning and deep learning code development and deployment. Additionally, you should possess a solid background in Verification, Validation, and Uncertainty Quantification (VVUQ) for AI/ML models. Preferred languages for this position include Python, Julia, C#, and JavaScript. Data Science Frameworks such as Scikit-Learn, Keras, Tensorflow, Pytorch, Langchain, FEniCS are also essential for this role. Soft Skills: - Strong leadership, project management, and stakeholder management skills. - Excellent communication skills to translate complex mathematical concepts into business value. - Strategic thinking with a focus on product scaling and industrialization. - Solutions-oriented mindset with an emphasis on user adoption and delivering business impact. - Teamwork and excellent communication skills. - Willingness to learn new skills, self-development, and problem-solving orientation. - Fail-fast mindset and solutions approach. The job is located in Bangalore and entails a commitment to act with integrity and awareness of potential compliance risks. Airbus India Private Limited is dedicated to achieving workforce diversity and creating an inclusive working environment. They welcome all applications irrespective of social and cultural background, age, gender, disability, sexual orientation, or religious belief. Airbus is committed to equal opportunities for all and does not engage in any monetary exchange during the recruitment process. As an Airframe Data Scientist at Airbus India Private Limited, your role will involve focusing on Airframe-related applications to provide safe, robust, and balanced data-driven/hybrid design solutions. You will play a crucial part in developing and deploying advanced AI solutions to enhance structural engineering processes. Key Responsibilities: - Develop Surrogate Models to accelerate structural simulations. - Implement Hybrid Modelling (physics + data) and Scientific Machine Learning techniques. - Explore and apply Large Language Models (LLMs) to assist in Finite Element Analysis (FEA workflows. - Utilize Computer Vision and AI techniques for automated CAD/mesh quality inspection. - Engage in data engineering and knowledge graph creation from unstructured legacy documents to preserve and utilize engineering know-how. - Ensure rigorous Verification, Validation, and Uncertainty Quantification (VVUQ) of AI/ML solutions deployed within the Airframe perimeter. Qualifications Required: - Completed Bachelors or Masters degree in Aerospace, Mechanical, Thermal, or Data Science related streams. - Minimum of 5+ years of Data Science related experience. In this role, you will need to have expertise in machine learning and deep learning code development and deployment. Additionally, you should possess a solid background in Verification, Validation, and Uncertainty Quantification (VVUQ) for AI/ML models. Preferred languages for this position include Python, Julia, C#, and JavaScript. Data Science Frameworks such as Scikit-Learn, Keras, Tensorflow, Pytorch, Langchain, FEniCS are also essential for this role. Soft Skills: - Strong leadership, project management, and stakeholder management skills. - Excellent communication skills to translate complex mathematical concepts into business value. - Strategic thinking with a focus on product scaling and industrialization. - Solutions-oriented mindset with an emphasis on user adoption and delivering business impact. - Teamwork and excellent communication skills. - Willingness to learn new skills, self-development, and problem-solving orientation. - Fail-fast mindset and solutions approach. The job is located in Bangalore and entails a commitment to act with integrity and awareness of potential compliance risks. Airbus India Private Limited i