# BentoML

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/bentoml

BentoML is an open-source Python framework for packaging, serving, and deploying machine learning models into production as scalable APIs or microservices. It is used by data scientists and ML engineers to standardize model deployment across cloud providers and containerized environments, handling tasks like model versioning, batching, and API generation. It is commonly used within MLOps pipelines to bridge the gap between model training and production serving.

## Roles that use BentoML

- [Machine Learning Engineer](https://career.thegoodapps.co/occupations/machine-learning-engineer) — 1
- [Software Engineer](https://career.thegoodapps.co/occupations/software-engineer) — 1

Related skills: [Model Deployment](https://career.thegoodapps.co/skills/model-deployment), [Kubernetes](https://career.thegoodapps.co/skills/kubernetes), [Docker](https://career.thegoodapps.co/skills/docker), [MLOps](https://career.thegoodapps.co/skills/mlops), [MLflow](https://career.thegoodapps.co/skills/mlflow)

## Open roles requiring BentoML (2)

- [Senior Software Engineer – Agentic AI Tools](https://career.thegoodapps.co/jobs/474e6509-c22a-416a-91a3-ba52096ea9f0/senior-software-engineer-agentic-ai-tools-at-f5) at [F5](https://career.thegoodapps.co/organizations/f5) — $166,100 – $249,100
- [Senior ML Ops Engineer](https://career.thegoodapps.co/jobs/dee3e002-a73e-4b75-a4fb-8a03559556fe/senior-ml-ops-engineer-at-confido) at [Confido](https://career.thegoodapps.co/organizations/confido) — Full-time, New York, NY, $210,000 – $300,000