Position: MLOps
Company: Drawer.AI
Experience required: 5y
Category: Python
Published: 2023-07-01T00:00:00+03:00

4+ years in software development, machine learning or related field.
Strong understanding of machine learning concepts and frameworks (Tensorflow, Pytorch, Scikit-learn).
Experience with ML Ops on AWS.
Familiarity with DevOps practices and tools such as Kubernetes, Docker, Jenkins, Git.
Strong knowledge of Linux.
Experience of deploying ML models in production.
Experience of optimizing deployment for speed (deployment w.r.t specific compute resources: GPU/TPU, multi-gpu, etc.)
BSc in computer science, engineering or related field.
Experience with databases such as S3, Minio, Redis.
Experience with Grafana, Prometheus, Elastic stack.
Would be a plus:
Experience in Computer Vision field.
Experience with Graph Neural Networks.
Experience with MLOps platforms such as Kubeflow, MLFlow, etc.
Responsibilities:
Deployment of ML services in production.
DevOps routines for the team (CI/CD configuration, etc.).
Support of production infrastructure.
Support with models optimization and development.