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Senior Engineer / Lead Engineer - Virtual Engineering - AI CAE

  • Ubicación
    • Bengaluru, Karnātaka
  • Tipo de trabajo Full time
  • Publicado
  • Job Requisition JR-202607651

Descripción

Sponsorship:  GM DOES NOT PROVIDE IMMIGRATION-RELATED SPONSORSHIP FOR THIS ROLE.  DO NOT APPLY FOR THIS ROLE IF YOU WILL NEED GM IMMIGRATION SPONSORSHIP (e.g., H-1B, TN, STEM OPT, etc.) NOW OR IN THE FUTURE.  

Work Arrangement ​ :This role is categorized as hybrid. This means the successful candidate is expected to report to the office four times per week or other frequency dictated by the business.

The Role

Senior Engineer / Lead Engineer – AI CAE will Drive AI innovation in CAE analysis. Execute end-to-end projects from idea to deployment, applying Reduced order modelling (ROM), Simulation data driven ML, DoE techniques to solve Manufacturing problems while ensuring data security and delivering measurable impact. Define and deploy process and methods for AI in CAE


What You'll Do

  • Collaborate with stakeholders to understand business problems in the CAE domain and translate them into AI solutions.

  • Design, develop, and fine-tune AI/ML models for:

  • Simulation result prediction and design optimization

  • Automating repetitive CAE tasks (meshing, boundary conditions, post-processing).

  • Evaluate, validate, and benchmark model performance using appropriate metrics.

  • Deploy AI models into production environments in collaboration with IT/AI teams.

  • Establish monitoring and maintenance processes to ensure model accuracy over time.

  • Ensure that all AI solutions comply with organizational data security, confidentiality, and regulatory requirements.

  • Document workflows, results, and lessons learned for organisational knowledge sharing.

  • Stay updated on advancements in neural networks, multi-physics simulations, surrogate modelling and physics-informed learning techniques.

Your Skills and Abilities (Required Qualifications)

  • Bachelor’s or Masters Degree Mechanical/Automobile/Production /Mechatronics Engineering discipline or similar.

  • 5+ years experience in CAE at Automotive Product Development / Manufacturing Engineering.

  • 3+ years' experience in implementing AI solutions in CAE

  • Should have executed at least 5+ years of Core CAE domain (from problem definition to deployment) experience.

  • Strong programming skills in Python, MATLAB, CAE tool-specific APIs (Altair suite, NASTRAN, ANSYS APDL, Abaqus etc.), workflow automation.

  • Experience with ML frameworks like Pytorch, TensorFlow.

  • Understanding of data annotation tools and MLOps workflows.

  • Experience in data handling and feature engineering.

  • Strong problem-solving and analytical mindset.

  • Experience in domain-specific AI use cases (manufacturing, automotive, etc.).


What Will Give You A Competitive Edge (Preferred Qualifications)

  • Knowledge of multi-physics simulations (Structural + thermal + fluid).

  • Familiarity with Bayesian optimization and DOE

  • Exposure to ML Ops practices for model deployment and monitoring.

  • Strong problem-solving mindset and curiosity for AI innovation.

  • Ability to translate domain problems into AI solutions.

  • Collaboration skills to work with cross-functional teams.

  • Clear communication of technical concepts to non-technical stakeholders.

NOTE: This is a 3-year special assignment in enabling AI across Manufacturing workflows.

Información sobre diversidad

General Motors se compromete a ser un lugar de trabajo en el cual no solo no haya discriminación indebida, sino que fomente con sinceridad la inclusión y el sentido de pertenencia. Creemos firmemente que la diversidad del personal crea un entorno en el cual nuestros empleados pueden prosperar y desarrollar mejores productos para nuestros clientes. Instamos a los candidatos interesados a que revisen las responsabilidades y aptitudes clave para cada puesto y se postulen para los puestos que coincidan con sus habilidades y capacidades. Es posible que, cuando corresponda, se les pida a los solicitantes que están en el proceso de contratación que completen satisfactoriamente una o más evaluaciones relacionadas con su función y/o una evaluación previa al empleo antes de comenzar a trabajar.  Para obtener más información, visite Cómo contratamos.

Declaración de igualdad de oportunidades en el empleo (EE.UU.)

General Motors se enorgullece de ser un empleador que ofrece igualdad de oportunidades.  Todos los solicitantes calificados serán tenidos en cuenta para el empleo sin distinción de raza, color, religión, sexo, orientación sexual, identidad de género, nacionalidad, discapacidad o condición de veterano protegido. 

Adecuaciones (EE.UU. y Canadá)

General Motors ofrece oportunidades a todos los solicitantes de empleo, incluyendo las personas con discapacidades. Si necesita una adecuación razonable para ayudarle con su búsqueda o solicitud de empleo, envíenos un correo electrónico a [email protected] o llámenos al 800-865-7580. En su correo electrónico, incluya una descripción del puesto específico que está solicitando, así como el título del empleo y el número de solicitud del puesto que está solicitando.

 

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