Machine Learning Software Engineer
il y a 14 heures
Akeneo is seeking a skilled Software Engineer to join our Machine Learning team. As a Software Engineer in this team, you will work on reinforcing, optimizing, and scaling our Machine Learning infrastructure. You will collaborate directly with Machine Learning Engineers to design and implement automatic training pipelines on a large amount of data and a scalable way to serve them for inference.
Key Responsibilities- 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 such that multiple Machine Learning models can be applied within the same job (especially for extraction where we have multiple models running for this task, according to the attribute's nature) and such that the appropriate models are executed 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 in which you worked hands-on with machine learning engineers and data scientists.
- Understanding of modern machine learning concepts and state-of-the-art deep learning.
- 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 composable solution for orchestrating, activating, and optimizing product experiences across all owned and unowned channels. With its open platform, leading PIM, add-ons, connectors, and marketplace, the Akeneo Product Cloud improves product data quality and accuracy, simplifies catalog management, and accelerates the sharing of product information across all channels and locales.
At Akeneo, our teammates are the driving force behind who we are and where we want to go as a company. We work every day to shape a first-class work environment and culture, which is rooted in our core values of Humility, Benevolence, Openness, Innovation, and Beer (comradery). We want our people to help us grow and to grow with us, and that's why we do whatever it takes to equip our employees with everything they may need to make a tangible impact on themselves, the business, and the company.
We offer a diverse, cross-cultural team, annual all-staff gathering week, office parties, team offsites, top-notch 8-week onboarding program, and a competitive package with complementary health insurance. We also provide flexible working hours, hybrid home/office policy, 33 days paid leave for the second parent, individual and confidential coaching sessions, massage sessions, best-in-class communication and collaboration tools, and a personal remote allowance.
We are deeply anti-racist, anti-homophobic, anti-sexist, anti-ableist, and inclusive. We create the right conditions for you to feel safe and be yourself.
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