Platform Engineer I
Machine Learning Infrastructure
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Permanent
Toronto
The Hendrix ML Platform team is dedicated to developing a robust, Spotify-wide platform for training and serving machine learning models. This platform streamlines the productionization of AI and ML models by mitigating the incidental complexities involved in creating backend services for serving predictions and training models.
What You'll Do
- Manage and maintain large scale production Kubernetes clusters for ML workloads, including ML platform infrastructure and necessary dev ops.
- Contribute to Spotify ML Platform SDK and build tools for various ML operations.
- Collaborate with Machine Learning Engineers (MLE), researchers, and various product teams to deliver scalable ML platform tooling solutions that meet the timelines and specifications of given requirements.
- Work independently and collaboratively on squad projects that often requires learning and applying new technologies that may go beyond existing skillsets.
- Designs, documents and implements reliable, testable and maintainable solutions ML infrastructure capabilities.
Who You Are
- You have 1+ years of hands-on experience implementing production ML infrastructure at scale in Python, Go or similar languages
- Knowledge of deep learning fundamentals, algorithms, and open-source tools such as Huggingface, Ray, PyTorch or TensorFlow
- Contributed to a production ML Model or ML infrastructure
- You have a general understanding of data processing for ML
- You have experience with agile software processes and modular code design following industry standards
Where You'll Be
- This role is based in Toronto.
- We offer you the flexibility to work where you work best! There will be some in person meetings, but still allows for flexibility to work from home.
Our global benefits
Extensive learning opportunities, through our dedicated team, GreenHouse.
Flexible share incentives letting you choose how you share in our success.
Global parental leave, six months off - for all new parents.
All The Feels, our employee assistance program and self-care hub.
Flexible public holidays, swap days off according to your values and beliefs.