Machine Learning Architect

At Alstom, we understand transport networks and what moves people. From high-speed trains, metros, monorails, and trams, to turnkey systems, services, infrastructure, signalling and digital mobility, we offer our diverse customers the broadest portfolio in the industry. Every day, 80,000 colleagues lead the way to greener and smarter mobility worldwide, connecting cities as we reduce carbon and replace cars.

Your future role

Take on a new challenge and apply your refined expertise in a new cutting-edge field. You’ll work alongside innovative, solution-oriented, and collaborative teammates.

You'll design and implement complex generative AI solutions, contributing to the advancement of our AI/ML/DL/NLP platforms. Day-to-day, you’ll work closely with teams across the business (data scientists, software engineers, project managers), managing a team of AI-ML engineers, and much more.

You’ll specifically take care of deploying generative AI models into scalable services, but also conduct cutting-edge research to keep our solutions at the forefront of the industry.

We’ll look to you for:

• Developing end-to-end architecture for scalable machine learning solutions

• Researching and developing advanced generative AI models

• Deploying AI models into REST API services

• Staying up-to-date with industry advancements

• Optimizing AI models for efficiency and scalability

• Collaborating on dataset curation for AI applications

• Improving AI model performance through experimentation

All about you

We value passion and attitude over experience. That’s why we don’t expect you to have every single skill. Instead, we’ve listed some that we think will help you succeed and grow in this role:

• Degree in Computer Science, Information Technology, EE, EEE, or related fields

• Experience or understanding of machine learning, recommendation systems, pattern recognition, NLP, data mining, or AI

• Knowledge of deep learning techniques and frameworks (TensorFlow, PyTorch)

• Familiarity with cloud platforms like Microsoft Azure

• A certification in a relevant field is a plus

• Strong programming skills, especially in Python

• Experience with CI/CD, Docker, and Kubernetes

Things you’ll enjoy

Join us on a life-long transformative journey – the rail industry is here to stay, so you can grow and develop new skills and experiences throughout your career. You’ll also:

• Enjoy stability, challenges and a long-term career free from boring daily routines

• Work with cutting-edge security standards for rail signalling

• Collaborate with transverse teams and helpful colleagues

• Contribute to innovative projects that shape the future of mobility

• Utilise our dynamic and flexible working environment

• Steer your career in whatever direction you choose across functions and countries

• Benefit from our investment in your development, through award-winning learning opportunities

• Progress towards leadership and advanced technical roles

• Benefit from a fair and dynamic reward package that recognises your performance and potential, plus comprehensive and competitive social coverage (life, medical, pension)

You don’t need to be a train enthusiast to thrive with us. We guarantee that when you step onto one of our trains with your friends or family, you’ll be proud. If you’re up for the challenge, we’d love to hear from you!

Important to note

As a global business, we’re an equal-opportunity employer that celebrates diversity across the 63 countries we operate in. We’re committed to creating an inclusive workplace for everyone.