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Machine Learning Software Engineer
Il y a 2 mois
Akeneo Product Cloud is a cutting-edge solution for orchestrating, activating, and optimizing product experiences across all owned and unowned channels. As a Software Engineer in the Machine Learning/AI team, you will play a crucial role in shaping the future of product data management.
Key Responsibilities- Design and implement automatic training pipelines on large datasets and scalable ways to serve them for inference.
- Work directly with Machine Learning Engineers to reinforce, optimize, and scale our Machine Learning infrastructure.
- Write robust Python software code in our machine learning repository while applying best software practices to support Research Scientists in tasks such as fetching training data, preprocessing it, and orchestrating the training runs.
- Optimize the inference software to apply multiple Machine Learning models within the same job and execute the appropriate models for each job.
- Maintain the infrastructure in which the ML models are trained and deployed.
- Strong experience with Python and software engineering best practices, ideally in a company where you worked hands-on with machine learning engineers and data scientists.
- Understanding of modern machine learning concepts and state-of-the-art deep learning.
- Ability to write clean and maintainable code, ensure software quality through testing and code review.
- Optional: DevOps experience, especially in managing large-scale ML infrastructure.
- Optional: Experience working with training frameworks, ideally PyTorch.
Akeneo is a diverse, cross-cultural team that values innovation, openness, and comradery. We offer a top-notch onboarding program, flexible working hours, and a competitive package. Join us in Nantes and be part of a team that shapes the future of product data management.
