Machine Learning Solutions Architect

2 days ago


Bengaluru, Karnataka, India Alstom Full time

At Alstom, we are seeking a highly skilled Machine Learning Solutions Architect to join our team of talented professionals.

About the role:

We are looking for a Machine Learning Solutions Architect to lead the end-to-end architecture and development of highly scalable, distributed machine learning solutions for AI/ML/DL/NLP platforms.

Responsibilities:

  • Lead the development of generative AI solutions, including GANs, VAEs, autoregressive models, and novel architectures.
  • Provide technical guidance and mentorship to the development team on generative AI best practices, architecture, and methodologies.
  • Collaborate with data scientists and engineers to preprocess and curate datasets suitable for generative AI applications.
  • Act as a subject matter expert on generative AI and present data and analysis in a clear and concise manner.

Requirements:

  • Proven experience working in machine learning, recommendation systems, pattern recognition, NLP, data mining, or artificial intelligence.
  • Strong programming skills in languages such as Python, TensorFlow, PyTorch, or similar frameworks used in generative AI development.
  • Experience in data mining, text mining, and working with data architectures.
  • Experience in Microsoft Azure cloud platform.
  • Exposure to CI/CD, DevOps, Docker, and Kubernetes.

Working at Alstom:

We are a global business that celebrates diversity across the 63 countries we operate in. We are committed to creating an inclusive workplace for everyone.



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