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.
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.
CompanyPostsRecent job post
BrillioProfessional Services · first seen Mar 2023106
"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 SolutionsProfessional Services · first seen Nov 202529
"MLOps and model serving experience (BentoML, MLflow, Vertex AI, SageMaker)."NewPage - Forward Deployed Engineer, Nov 2, 2026
KlueScientific and Technical Services · first seen Oct 202326
"…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
MoneyLionFinance and Insurance · first seen Aug 202322
"Preferably familiar and have experience with MLOps tools such as DVC, MLFlow, Metaflow, Seldon, BentoML"Machine Learning Engineer - MoneyLion, Feb 1, 2026
sennderTransportation and Warehousing · first seen Sep 202319
"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
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.
Show the data
Month
Job posts naming BentoML
All job posts
Per 10,000
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.
March to May 202644
June to August 202632
October 2025 to August 2026142
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 knowCompaniesShare
Job posts name BentoML
35362%
Employees' profiles list BentoML
21538%
568 companies. Each is counted once, under the strongest evidence we have for it.
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.
Share of its companies
Typical tech page
ShareTypical
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%.
ShareTypical
United States
43%43%
India
9.4%6.9%
Germany
5.6%4.4%
France
5.4%4.6%
United Kingdom
5.2%6.4%
South Korea
3.6%0.26%
Companies in 47 countries and territories. Shares are of companies with a known headquarters country.
Show the data
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.
TeamCompanies
MLOps
5
AI engineering
4
Data science
4
AI
3
Engineering
3
Machine learning
3
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%.
Share of the 225 BentoML companies counted here whose job posts also name the tool
Typical for companies the same size
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.
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.
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.
RoleSharePosts
AI Engineer
30%136
Machine Learning
14%65
MLOps Engineer
9.9%45
Data Scientist
9.2%42
Software Engineer
7.9%36
Data Engineer
2.2%10
Show the data
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 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 themeJob posts
Generative AI260
Digital Transformation98
Cloud Cost Optimization69
Data Infrastructure Migration27
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.
