# Companies using KServe

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.

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

## 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.

| Company | Job posts | Recent job post |
|---|---:|---|
| [Red Hat](https://sumble.com/orgs/red-hat) | 90 | "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) |
| [Oracle](https://sumble.com/orgs/oracle) | 76 | "Experience with popular model training and serving frameworks like KServe, KubeFlow, Triton etc." (Software Developer 4, Feb 11, 2026) |
| [Cloudera](https://sumble.com/orgs/cloudera) | 63 | "AI/ML Orchestration: Experience with ML orchestration and serving software ( KServe, Knative)." (Staff Software Engineer - Agentic AI Platform, Aug 25, 2026) |
| [Bloomberg](https://sumble.com/orgs/bloomberg) | 42 | "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) |
| [Quantiphi](https://sumble.com/orgs/quantiphi) | 41 | "Hands-on experience with MLOps toolset and awareness of: MLflow, Kubeflow, Vertex AI Pipelines, Airflow, BentoML, KServe, Seldon." (Architect - Platform Engineering, Nov 4, 2026) |

## Is hiring for KServe growing?

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.

| Month | Job posts naming it | All job posts | Per 10,000 job posts |
|---|---:|---:|---:|
| 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.

| Period | Companies naming it in a job post for the first time |
|---|---:|
| March to May 2026 | 78 |
| June to August 2026 | 70 |
| October 2025 to August 2026 | 251 |

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 know | Companies | Share |
|---|---:|---:|
| Job posts name KServe | 589 | 67% |
| Employees' profiles list KServe | 295 | 33% |

## 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%.

| Size | Share | Typical tech page |
|---|---:|---:|
| 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%.

| 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.

| Team | Companies |
|---|---:|
| AI platform | 9 |
| AI | 7 |
| Data science | 6 |
| Platform | 5 |
| Data science platform | 4 |
| Engineering | 4 |

## 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.

| 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 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.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| AI native | [Capacity](https://sumble.com/orgs/capacity-89874532) | 5 |
| AI native | [TwelveLabs](https://sumble.com/orgs/twelvelabs) | 3 |
| AI native | [Isomorphic Labs](https://sumble.com/orgs/isomorphic-labs) | 1 |
| AI native | [Circuit](https://sumble.com/orgs/circuitknowledge) | 1 |
| AI native | [SPREEAI](https://sumble.com/orgs/spreeai) | 1 |
| Commercial | [Raft](https://sumble.com/orgs/raft-6) | 8 |
| Commercial | [embeX GmbH](https://sumble.com/orgs/embex) | 4 |
| Commercial | [5 Degrés](https://sumble.com/orgs/5degres) | 3 |
| Commercial | [beON consult](https://sumble.com/orgs/beon-consult-gmbh-beon) | 3 |
| Commercial | [SimpliSafe](https://sumble.com/orgs/simplisafe) | 2 |
| Mid-market | [ACV Auctions](https://sumble.com/orgs/acv-auctions) | 5 |
| Mid-market | [GovTech Singapore](https://sumble.com/orgs/government-technology-agency) | 3 |
| Mid-market | [Entertainment Partners](https://sumble.com/orgs/entertainment-partners) | 2 |
| Mid-market | [Tekion Corp](https://sumble.com/orgs/tekion) | 2 |
| Mid-market | [Cactus Communications](https://sumble.com/orgs/cactus-communications-services) | 2 |
| Enterprise | [EY](https://sumble.com/orgs/ey) | 10 |
| Enterprise | [Wells Fargo](https://sumble.com/orgs/wells-fargo) | 6 |
| Enterprise | [PlayStation](https://sumble.com/orgs/playstation) | 5 |
| Enterprise | [Nokia](https://sumble.com/orgs/nokia) | 4 |
| Enterprise | [OTP Bank Magyarország](https://sumble.com/orgs/otp-bank) | 3 |

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.

## 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%.

| Tool | Companies | Also name it | Typical | Times as common |
|---|---:|---:|---:|---:|
| Seldon | 61 | 17% | 0.09% | 197 times |
| BentoML | 54 | 15% | 0.08% | 188 times |
| TorchServe | 62 | 17% | 0.15% | 118 times |
| NVIDIA Triton | 164 | 46% | 0.52% | 88 times |
| SGLang | 39 | 11% | 0.13% | 81 times |
| TensorFlow Serving | 33 | 9.2% | 0.12% | 75 times |
| DeepSpeed | 46 | 13% | 0.2% | 64 times |
| Ray | 118 | 33% | 0.53% | 62 times |

Shares are out of the 358 companies whose job posts name KServe, not counting firms whose job posts name almost every technology.

## 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 theme | Job posts |
|---|---:|
| Digital Transformation | 299 |
| Generative AI | 262 |
| Cloud Cost Optimization | 148 |
| Microservices Migration | 67 |

## 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.