SEEKING FREELANCER | Rosebud AI (YC S19) | DevOps Engineer | REMOTE | Part-time | <a href="
<a href=" powers a suite of apps to help creatives make content. <a href=", our most popular app (2 million IOS downloads, all organic, high retention) allows any portrait/photo/face to be animated in seconds with no skill. Creators use Tokkingheads to make memes, deepfake parodies, NFTs, and most notably make their family and friends feel special with photos of past loved ones animated (1.8M views #tokkingheads hashtags on TikTok).
We are looking for an experienced DevOps engineer to:
* help ML engineers containerize and deploy models and ML pipelines;
* maintain the production Kubernetes cluster: including upgrades, monitoring, and troubleshooting;
* instrument and configure the cluster for analytics, profiling, scaling, and other purposes as defined by business-goals, backend-team and ML-team;
* support, manage and troubleshoot (remotely) dedicated physical servers used by ML-team for model-training;
* analyze and optimize infrastructure cost;
* keep logs and documentation of infrastructure changes and decisions.
Our stack: AKS with node-autoscaling and custom replica-scaling logic, Skaffold, basic Istio, and a little Helm. The cluster is mostly stateless (model weights are in Azure Files). We use GPU-nodes and care a lot about using resources efficiently.
Ask HN: Freelancer? Seeking freelancer? (September 2021)