# Companies using Seldon

554 companies use Seldon, based on their job posts and their employees' public profiles. 270 job posts named it from October 2025 to August 2026. It comes up most in MLOps Engineer job posts.

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

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

Visa, Tripadvisor and New Relic are among the companies with the most job posts naming Seldon. JPMorganChase is the newest of the five companies in the table, with its first job post naming it in March 2025.

| Company | Job posts | Recent job post |
|---|---:|---|
| [Visa](https://sumble.com/orgs/visa) | 46 | "Familiarity with the associated open-source ecosystem (e.g., mlflow, cortex, seldon, Kubeflow, tfx) is a plus." (Data Engineer - Sr. Consultant level, Aug 30, 2025) |
| [Tripadvisor](https://sumble.com/orgs/tripadvisor) | 41 | "We use a variety of 3rd party packages, including MLFlow, Seldon for ML model tracking and deployment, Kubernetes for hosting models, Argo and Git for CI/CD automation, Spark for big data processing." (ML Platform Engineer II (MLOps), Aug 17, 2025) |
| [New Relic](https://sumble.com/orgs/new-relic) | 34 | "Familiarity with concepts/libraries such as sklearn, kubeflow, argo, and seldon." (Senior Machine Learning Engineer #7405, Jan 6, 2026) |
| [JPMorganChase](https://sumble.com/orgs/jpmorgan-chase) | 30 | "Real-time model serving experience with Seldon" (Software Engineer III, Aug 21, 2026) |
| [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) |

## Is hiring for Seldon growing?

Seldon appeared in 0.10 in every 10,000 job posts from June to August 2026, against 0.17 from March to May. These are small numbers of job posts, so a few companies can move them.

| Month | Job posts naming it | All job posts | Per 10,000 job posts |
|---|---:|---:|---:|
| Oct 2025 | 22 | 1,413,673 | 0.16 |
| Nov 2025 | 35 | 1,822,119 | 0.19 |
| Dec 2025 | 21 | 1,236,103 | 0.17 |
| Jan 2026 | 20 | 1,828,002 | 0.11 |
| Feb 2026 | 29 | 1,856,647 | 0.16 |
| Mar 2026 | 35 | 1,850,711 | 0.19 |
| Apr 2026 | 23 | 1,728,886 | 0.13 |
| May 2026 | 32 | 1,821,509 | 0.18 |
| Jun 2026 | 21 | 1,909,496 | 0.11 |
| Jul 2026 | 16 | 1,815,180 | 0.09 |
| Aug 2026 | 16 | 1,835,698 | 0.09 |

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

Seldon showed up in job posts at 20 companies for the first time from June to August 2026, and 24 in the three months before. The 20 from June to August are 5.4% of all 370 companies whose job posts name it.

| Period | Companies naming it in a job post for the first time |
|---|---:|
| March to May 2026 | 24 |
| June to August 2026 | 20 |
| October 2025 to August 2026 | 91 |

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 Seldon?

370 companies name Seldon in job posts they wrote, and employees' profiles add 184 more. 15 show up in both job posts and employees' profiles.

| How we know | Companies | Share |
|---|---:|---:|
| Job posts name Seldon | 370 | 67% |
| Employees' profiles list Seldon | 184 | 33% |

## What size are the companies that use Seldon?

35% of Seldon users are companies with 50 to 999 employees, the largest size group. 163 of its companies have more than 5,000 employees.

| Size | Share | Typical tech page |
|---|---:|---:|
| Under 50 employees | 19% | 22% |
| 50 to 999 | 35% | 38% |
| 1,000 to 5,000 | 16% | 17% |
| Over 5,000 | 29% | 23% |

## Where are Seldon companies based?

Seldon has an unusually large following in India: 10% of its companies, against 6.9% on the typical tech page. Its companies are based in 49 countries and territories.

| Country | Companies | Share | Typical tech page |
|---|---:|---:|---:|
| United States | 253 | 48% | 43% |
| India | 54 | 10% | 6.9% |
| United Kingdom | 29 | 5.5% | 6.4% |
| France | 25 | 4.8% | 4.6% |
| Germany | 12 | 2.3% | 4.4% |
| Spain | 12 | 2.3% | 1.8% |

## Which teams work with Seldon?

Data science teams are by far the most common home for Seldon, at 10 companies. AI and platform teams come next, at 4 companies each.

| Team | Companies |
|---|---:|
| Data science | 10 |
| AI | 4 |
| Platform | 4 |
| AI platform | 3 |
| AI/ML | 3 |
| Machine learning platform | 3 |

## Which roles mention Seldon most?

MLOps Engineer is the most common role, in 21% of job posts naming Seldon. Machine Learning is second, at 16%.

| Role | Share | Oct 2025 to Aug 2026 | Mar to May 2026 | Jun to Aug 2026 |
|---|---:|---:|---:|---:|
| MLOps Engineer | 21% | 58 | 16 | 9 |
| Machine Learning | 16% | 44 | 9 | 9 |
| AI Engineer | 16% | 42 | 13 | 9 |
| Software Engineer | 10% | 27 | 10 | 4 |
| Platform Engineer | 4.8% | 13 | 3 | 2 |
| Data Scientist | 4.4% | 12 | 9 | 1 |

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

Between April and August 2026, Seldon appeared for the first time in job posts at 27 companies: 12 commercial, 8 mid-market and 7 enterprise. Accenture in India has the most job posts of the new enterprise companies, 5 from April to August.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| Commercial | [SEREM Consultoría Empresarial](https://sumble.com/orgs/serem-consultoria-empresarial) | 2 |
| Commercial | [LASEC TECHNOLOGY SYSTEMS](https://sumble.com/orgs/lasec-technology-systems-s-a-p-i-de) | 2 |
| Commercial | [HCLTech – Hungary](https://sumble.com/orgs/hcltech-hungary) | 1 |
| Commercial | [Thakral One](https://sumble.com/orgs/thakral-one) | 1 |
| Commercial | [Seedcom](https://sumble.com/orgs/seedcom) | 1 |
| Mid-market | [2K](https://sumble.com/orgs/2k-games) | 2 |
| Mid-market | [Tekion Corp](https://sumble.com/orgs/tekion) | 2 |
| Mid-market | [Cactus Communications](https://sumble.com/orgs/cactus-communications-services) | 2 |
| Mid-market | [BEES Brasil](https://sumble.com/orgs/bees-global) | 2 |
| Mid-market | [KAUST (King Abdullah University of Science and Technology)](https://sumble.com/orgs/king-abdullah-university-of-science-and-technology) | 1 |
| Enterprise | [Accenture in India](https://sumble.com/orgs/accentureindia) | 5 |
| Enterprise | [Zendesk](https://sumble.com/orgs/zendesk) | 2 |
| Enterprise | [Infosys](https://sumble.com/orgs/infosys) | 1 |
| Enterprise | [Indra Group](https://sumble.com/orgs/indra) | 1 |
| Enterprise | [Old Mutual South Africa](https://sumble.com/orgs/old-mutual-life-assurance) | 1 |

Companies that named Seldon 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 Seldon companies use?

The tool most tied to Seldon is KServe. 29% of Seldon companies use it, 197 times the usual rate for their size. BentoML is 170 times as common as usual, at 16%.

| Tool | Companies | Also name it | Typical | Times as common |
|---|---:|---:|---:|---:|
| KServe | 61 | 29% | 0.15% | 197 times |
| BentoML | 34 | 16% | 0.1% | 170 times |
| TensorFlow Serving | 24 | 12% | 0.15% | 78 times |
| TorchServe | 26 | 12% | 0.18% | 71 times |
| Kubeflow | 156 | 75% | 1.8% | 42 times |
| DVC | 42 | 20% | 0.49% | 41 times |
| Metaflow | 12 | 5.8% | 0.14% | 40 times |
| Arize | 11 | 5.3% | 0.14% | 37 times |

Shares are out of the 208 companies whose job posts name Seldon, not counting firms whose job posts name almost every technology.

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

After broad digital transformation work, teams hiring for Seldon most often mention Generative AI, in 93 job posts. Broad digital transformation work shows up in 95 of its job posts.

| Project theme | Job posts |
|---|---:|
| Digital Transformation | 95 |
| Generative AI | 93 |
| Cloud Cost Optimization | 44 |
| Microservices Migration | 29 |

## 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.