# Companies using BentoML

We found 568 companies that use BentoML. 353 of them name it in their own job posts, and the rest through employees' public profiles. Its share of job posts is shrinking, though 456 job posts still named it from October 2025 to August 2026. AI Engineer is the role that names it most often.

Data as of November 9, 2026. Source: Sumble.

## Which companies name BentoML in the most job posts?

Brillio leads with 106 job posts naming BentoML, followed by Newpage Solutions and Klue. Brillio has named it in job posts the longest of the five companies in the table, since March 2023.

| Company | Job posts | Recent job post |
|---|---:|---|
| [Brillio](https://sumble.com/orgs/brillio) | 106 | "Configure and manage testing infrastructure using platforms such as KubeFlow and BentoML to streamline deployment and evaluation cycles" (QA Architect - R01571456, Oct 21, 2026) |
| [Newpage Solutions](https://sumble.com/orgs/newpage-digital-healthcare-solutions) | 29 | "MLOps and model serving experience (BentoML, MLflow, Vertex AI, SageMaker)." (NewPage - Forward Deployed Engineer, Nov 2, 2026) |
| [Klue](https://sumble.com/orgs/klue) | 26 | "…Bedrock, Spacy, Sklearn, Pinecone, Kubeflow, Vertex AI, Langfuse, BentoML, JS, PostgreSQL, Elasticsearch, Redis, GCP, BigQuery…" (ML Engineering Manager, LLM Ops / ML Ops, Aug 29, 2024) |
| [MoneyLion](https://sumble.com/orgs/moneylion) | 22 | "Preferably familiar and have experience with MLOps tools such as DVC, MLFlow, Metaflow, Seldon, BentoML" (Machine Learning Engineer - MoneyLion, Feb 1, 2026) |
| [sennder](https://sumble.com/orgs/sennder) | 19 | "Familiarity with model serving tools (e.g., BentoML, MLFlow) and workflow orchestration (e.g., Flyte, Airflow) is a strong plus." (Machine Learning Engineer II, Jan 28, 2026) |

## Is hiring for BentoML growing?

Job posts mentioning BentoML went from 0.30 to 0.22 in every 10,000 job posts, comparing March to May with June to August 2026. Its busiest month was May 2026, at 0.31.

| Month | Job posts naming it | All job posts | Per 10,000 job posts |
|---|---:|---:|---:|
| Oct 2025 | 20 | 1,413,673 | 0.14 |
| Nov 2025 | 47 | 1,822,119 | 0.26 |
| Dec 2025 | 27 | 1,236,103 | 0.22 |
| Jan 2026 | 31 | 1,828,002 | 0.17 |
| Feb 2026 | 48 | 1,856,647 | 0.26 |
| Mar 2026 | 53 | 1,850,711 | 0.29 |
| Apr 2026 | 51 | 1,728,886 | 0.29 |
| May 2026 | 56 | 1,821,509 | 0.31 |
| Jun 2026 | 38 | 1,909,496 | 0.20 |
| Jul 2026 | 51 | 1,815,180 | 0.28 |
| Aug 2026 | 34 | 1,835,698 | 0.19 |

## How many companies named BentoML in a job post for the first time in recent months?

BentoML showed up in job posts at 32 companies for the first time from June to August 2026, and 44 in the three months before. Over the 11 months from October 2025, 142 companies posted their first job naming it.

| Period | Companies naming it in a job post for the first time |
|---|---:|
| March to May 2026 | 44 |
| June to August 2026 | 32 |
| October 2025 to August 2026 | 142 |

Companies whose first job post naming it appeared in that period. Recruiters, staffing firms and job boards are left out.

## How do we know which companies use BentoML?

For BentoML, the evidence comes mostly from job posts. 353 companies name it in their own posts. 19 show up in both job posts and employees' profiles.

| How we know | Companies | Share |
|---|---:|---:|
| Job posts name BentoML | 353 | 62% |
| Employees' profiles list BentoML | 215 | 38% |

## What size are the companies that use BentoML?

BentoML's users look like the average tech page by size. The largest group is companies with 50 to 999 employees, at 36%. 127 of its companies have fewer than 50 employees.

| Size | Share | Typical tech page |
|---|---:|---:|
| Under 50 employees | 22% | 22% |
| 50 to 999 | 36% | 38% |
| 1,000 to 5,000 | 15% | 17% |
| Over 5,000 | 27% | 23% |

## Where are BentoML companies based?

South Korea is 13 times as common among BentoML companies as on the typical tech page, at 3.6%. The United States leads overall with 43%. India is second, at 9.4%.

| Country | Companies | Share | Typical tech page |
|---|---:|---:|---:|
| United States | 227 | 43% | 43% |
| India | 50 | 9.4% | 6.9% |
| Germany | 30 | 5.6% | 4.4% |
| France | 29 | 5.4% | 4.6% |
| United Kingdom | 28 | 5.2% | 6.4% |
| South Korea | 19 | 3.6% | 0.26% |

## Which teams work with BentoML?

Job posts naming BentoML point to MLOps teams most often, at 5 companies. AI engineering and data science teams come next, at 4 companies each.

| Team | Companies |
|---|---:|
| MLOps | 5 |
| AI engineering | 4 |
| Data science | 4 |
| AI | 3 |
| Engineering | 3 |
| Machine learning | 3 |

## Which roles mention BentoML most?

AI Engineer and Machine Learning roles account for 44% of the job posts that name BentoML. The top four roles cover 63% of these job posts.

| Role | Share | Oct 2025 to Aug 2026 | Mar to May 2026 | Jun to Aug 2026 |
|---|---:|---:|---:|---:|
| AI Engineer | 30% | 136 | 41 | 35 |
| Machine Learning | 14% | 65 | 16 | 18 |
| MLOps Engineer | 9.9% | 45 | 8 | 8 |
| Data Scientist | 9.2% | 42 | 11 | 11 |
| Software Engineer | 7.9% | 36 | 12 | 12 |
| Data Engineer | 2.2% | 10 | 5 | 2 |

## Which companies started naming BentoML in job posts recently?

From April to August 2026, 47 companies with 50 or more employees posted their first job naming BentoML: 20 commercial, 13 mid-market and 14 enterprise. Zendesk has the most job posts of the new enterprise companies, 4 from April to August.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| AI native | [DeepHow](https://sumble.com/orgs/deephow) | 2 |
| AI native | [SPREEAI](https://sumble.com/orgs/spreeai) | 1 |
| AI native | [ADIIVA](https://sumble.com/orgs/adiiva) | 1 |
| Commercial | [Unico Connect](https://sumble.com/orgs/unico-connect) | 4 |
| Commercial | [Tigera](https://sumble.com/orgs/tigera) | 3 |
| Commercial | [Simplify Healthcare](https://sumble.com/orgs/simplify-healthcare-technology) | 2 |
| Commercial | [Exceltic](https://sumble.com/orgs/exceltic) | 2 |
| Commercial | [Clutch](https://sumble.com/orgs/withclutch) | 2 |
| Mid-market | [GovTech Singapore](https://sumble.com/orgs/government-technology-agency) | 3 |
| Mid-market | [enGen](https://sumble.com/orgs/engenhealthtech) | 3 |
| Mid-market | [Bitdefender](https://sumble.com/orgs/bitdefender) | 2 |
| Mid-market | [Yext](https://sumble.com/orgs/yext) | 2 |
| Mid-market | [BEES Brasil](https://sumble.com/orgs/bees-global) | 2 |
| Enterprise | [Zendesk](https://sumble.com/orgs/zendesk) | 4 |
| Enterprise | [Wells Fargo](https://sumble.com/orgs/wells-fargo) | 3 |
| Enterprise | [Booz Allen Hamilton](https://sumble.com/orgs/booz-allen-hamilton) | 3 |
| Enterprise | [OTP Bank Magyarország](https://sumble.com/orgs/otp-bank) | 3 |
| Enterprise | [BNP Paribas](https://sumble.com/orgs/bnp-paribas) | 2 |

Companies that named BentoML in a job post for the first time between April and August 2026, ranked by their job posts in those months. AI-native companies get a group of their own, whatever their size. Recruiters and job boards are left out.

## What else do BentoML companies use?

Compared with companies of the same size, BentoML companies stand out for using KServe and Seldon. TorchServe is 151 times as common as usual, at 23%.

| Tool | Companies | Also name it | Typical | Times as common |
|---|---:|---:|---:|---:|
| KServe | 54 | 24% | 0.13% | 188 times |
| Seldon | 34 | 15% | 0.09% | 170 times |
| TorchServe | 51 | 23% | 0.15% | 151 times |
| Evidently AI | 15 | 6.7% | 0.07% | 92 times |
| Metaflow | 20 | 8.9% | 0.12% | 74 times |
| DVC | 58 | 26% | 0.42% | 61 times |
| NVIDIA Triton | 72 | 32% | 0.53% | 60 times |
| TensorFlow Serving | 16 | 7.1% | 0.13% | 56 times |

Shares are out of the 225 companies whose job posts name BentoML, not counting firms whose job posts name almost every technology.

## Which project themes come up in BentoML job posts?

Teams hiring for BentoML most often mention Generative AI, in 260 job posts. Data Infrastructure Migration also appears, in 27 job posts.

| Project theme | Job posts |
|---|---:|
| Generative AI | 260 |
| Digital Transformation | 98 |
| Cloud Cost Optimization | 69 |
| Data Infrastructure Migration | 27 |

## About this data

Sumble built this page. Sumble gives sales, marketing and other GTM teams technographics and hiring signals for the companies they sell to: the technologies each company uses, which teams are hiring and for what, and who reports to whom. That helps a team know who to contact, why now, and what to say.

Sumble covers more than 3.6 million companies, 93 million job posts collected since 2022 and 194 million employee profiles, and tracks more than 37,000 technologies. It finds which technologies a company uses by reading its job posts and its employees' public profiles.

Sumble has a free plan, and the same data is available through its API and MCP server.

A company counts when its own job posts or its employees' public profiles name the technology. Hiring is that technology's share of all job posts collected each month. Quotes are copied word for word from the companies' job posts.

Every figure on this page comes from Sumble's own analysis, and you won't find it outside Sumble.