884 companies in our data use KServe, and 589 of them name it in job posts they wrote. Its share of job posts is growing, and 828 job posts named it from October 2025 to August 2026. AI Engineer roles mention it most.
Which companies name KServe in the most job posts?
The companies with the most job posts naming KServe are Red Hat (90), Oracle (76) and Cloudera (63). Quantiphi is the newest of the five companies in the table, with its first job post naming it in June 2025.
CompanyPostsRecent job post
Red HatScientific and Technical Services · first seen Jul 202290
"Deploy, optimize, and serve AI models (vLLM, KServe, model registries, pipelines) and baseline inference costs using benchmarking tools and recipe-based optimization."Consultant, OpenShift AI - Top Secret Clearance Required, Oct 23, 2026
OracleScientific and Technical Services · first seen May 202376
"Experience with popular model training and serving frameworks like KServe, KubeFlow, Triton etc."Software Developer 4, Feb 11, 2026
ClouderaScientific and Technical Services · first seen Sep 202363
"AI/ML Orchestration: Experience with ML orchestration and serving software ( KServe, Knative)."Staff Software Engineer - Agentic AI Platform, Aug 25, 2026
BloombergFinance and Insurance · first seen Aug 202242
"Our teams make extensive use of open source technologies such as Kubernetes, KServe, MCP, Envoy AI Gateway, Buildpacks and other cloud-native and GenAI technologies."Senior GenAI Platform Engineer - Artificial Intelligence, Oct 21, 2026
QuantiphiProfessional Services · first seen Jun 202541
"Hands-on experience with MLOps toolset and awareness of: MLflow, Kubeflow, Vertex AI Pipelines, Airflow, BentoML, KServe, Seldon."Architect - Platform Engineering, Nov 4, 2026
A larger share of job posts mentioned KServe from June to August 2026 than from March to May: 0.48 in every 10,000 job posts, up from 0.42. Its busiest month was November 2025, at 0.54.
Show the data
Month
Job posts naming KServe
All job posts
Per 10,000
Oct 2025
40
1,413,673
0.28
Nov 2025
98
1,822,119
0.54
Dec 2025
44
1,236,103
0.36
Jan 2026
76
1,828,002
0.42
Feb 2026
74
1,856,647
0.40
Mar 2026
85
1,850,711
0.46
Apr 2026
58
1,728,886
0.34
May 2026
84
1,821,509
0.46
Jun 2026
77
1,909,496
0.40
Jul 2026
97
1,815,180
0.53
Aug 2026
95
1,835,698
0.52
How many companies named KServe in a job post for the first time in recent months?
In the three months to August 2026, 70 companies posted about KServe for the first time. From March to May, 78 did. Over the 11 months from October 2025, 251 companies posted their first job naming it.
March to May 202678
June to August 202670
October 2025 to August 2026251
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 KServe?
For KServe, the evidence comes mostly from job posts. 589 companies name it in their own posts. 295 come from employees' profiles alone.
How we knowCompaniesShare
Job posts name KServe
58967%
Employees' profiles list KServe
29533%
884 companies. Each is counted once, under the strongest evidence we have for it.
What size are the companies that use KServe?
Companies with 50 to 999 employees are the largest group of KServe users, at 38%. The second-largest group is companies with more than 5,000 employees, at 29%.
Share of its companies
Typical tech page
ShareTypical
Under 50 employees
17%22%
50 to 999
38%38%
1,000 to 5,000
17%17%
Over 5,000
29%23%
Where are KServe companies based?
KServe companies are spread across 57 countries and territories. The United States leads with 49%, then India with 9.1%. Germany is third, at 5.1%.
ShareTypical
United States
49%43%
India
9.1%6.9%
Germany
5.1%4.4%
France
3.9%4.6%
United Kingdom
3.9%6.4%
Spain
2.7%1.8%
Companies in 57 countries and territories. Shares are of companies with a known headquarters country.
Show the data
Country
Companies
Share
Typical tech page
United States
410
49%
43%
India
77
9.1%
6.9%
Germany
43
5.1%
4.4%
France
33
3.9%
4.6%
United Kingdom
33
3.9%
6.4%
Spain
23
2.7%
1.8%
Which teams work with KServe?
Job posts most often place KServe with AI platform, AI and data science teams.
TeamCompanies
AI platform
9
AI
7
Data science
6
Platform
5
Data science platform
4
Engineering
4
What else do KServe companies use?
Seldon and BentoML are the tools most closely tied to KServe. TorchServe is 118 times as common as usual, at 17%.
Share of the 358 KServe companies counted here whose job posts also name the tool
Typical for companies the same size
Which companies started naming KServe in job posts recently?
Between April and August 2026, 82 companies with 50 or more employees first named KServe in a job post, 24 of them with more than 5,000 employees. EY leads the new enterprise companies, with 10 job posts from April to August.
Companies that named KServe 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 KServe most?
Machine Learning job posts naming KServe grew to 39 from June to August 2026, up from 19 from March to May. The top four roles cover 54% of these job posts.
RoleSharePosts
AI Engineer
23%194
Machine Learning
11%95
MLOps Engineer
9.5%79
Software Engineer
9.2%76
DevOps Engineer
4.8%40
Platform Engineer
4.2%35
Show the data
Role
Share
Oct 2025 to Aug 2026
Mar to May 2026
Jun to Aug 2026
AI Engineer
23%
194
45
55
Machine Learning
11%
95
19
39
MLOps Engineer
9.5%
79
24
19
Software Engineer
9.2%
76
18
19
DevOps Engineer
4.8%
40
12
12
Platform Engineer
4.2%
35
4
15
Which project themes come up in KServe job posts?
299 job posts naming KServe describe broad digital transformation, and 262 describe Generative AI work. After that comes Cloud Cost Optimization, with 148.
Project themeJob posts
Digital Transformation299
Generative AI262
Cloud Cost Optimization148
Microservices Migration67
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.
