# Companies using Evidently AI

507 companies in our data use Evidently AI, and 290 of them name it in job posts they wrote. From October 2025 to August 2026, 337 job posts named it. It comes up most in AI Engineer job posts.

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

## Which companies name Evidently AI in the most job posts?

The companies with the most job posts naming Evidently AI are Brillio (64), Sev1Tech (23) and McKesson (12). Lloyds Banking Group is the newest of the five companies in the table, with its first job post naming it in June 2026.

| Company | Job posts | Recent job post |
|---|---:|---|
| [Brillio](https://sumble.com/orgs/brillio) | 64 | "Model evaluation and observability tools (Evidently AI, Great Expectations)" (Lead AI/ML Engineer - R01572495, Oct 23, 2026) |
| [Sev1Tech](https://sumble.com/orgs/sev1tech,-inc.-1) | 23 | "Data Drift Detection: Implement drift detection pipelines using tools like Evidently AI or Alibi Detect to identify shifts in data distributions and trigger alerts or retraining." (mlops engineer, Jun 30, 2026) |
| [McKesson](https://sumble.com/orgs/labsco-laboratory-supply) | 12 | "Monitoring & Observability Tools: working with tools like Splunk, Evidently, Azure monitoring;" (Lead Information Security Analyst, Jul 7, 2026) |
| [Kiaisoft株式会社](https://sumble.com/orgs/kiaisoft) | 11 | "Familiar with CI/CD, model tracking (MLflow, W&B), and monitoring tools (Prometheus, Grafana, Evidently)." (AI Engineer (Junior), Jul 27, 2026) |
| [Lloyds Banking Group](https://sumble.com/orgs/lloyds-banking-group) | 10 | "Observability tools (Prometheus/Grafana/OpenTelemetry) and model evaluation frameworks (Evidently, Ragas/TruLens)." (ai engineer, Oct 28, 2026) |

## Is hiring for Evidently AI growing?

0.22 in every 10,000 job posts named Evidently AI from June to August 2026, against 0.18 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 | 16 | 1,413,673 | 0.11 |
| Nov 2025 | 40 | 1,822,119 | 0.22 |
| Dec 2025 | 11 | 1,236,103 | 0.09 |
| Jan 2026 | 23 | 1,828,002 | 0.13 |
| Feb 2026 | 31 | 1,856,647 | 0.17 |
| Mar 2026 | 33 | 1,850,711 | 0.18 |
| Apr 2026 | 24 | 1,728,886 | 0.14 |
| May 2026 | 39 | 1,821,509 | 0.21 |
| Jun 2026 | 41 | 1,909,496 | 0.21 |
| Jul 2026 | 47 | 1,815,180 | 0.26 |
| Aug 2026 | 32 | 1,835,698 | 0.17 |

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

In the three months to August 2026, 39 companies posted about Evidently AI for the first time. From March to May, 38 did. Over the 11 months from October 2025, 125 companies posted their first job naming it.

| Period | Companies naming it in a job post for the first time |
|---|---:|
| March to May 2026 | 38 |
| June to August 2026 | 39 |
| October 2025 to August 2026 | 125 |

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 Evidently AI?

The evidence for Evidently AI is close to even: 57% of these companies name it in job posts, and 43% come from employees' profiles. 11 show up in both job posts and employees' profiles.

| How we know | Companies | Share |
|---|---:|---:|
| Job posts name Evidently AI | 290 | 57% |
| Employees' profiles list Evidently AI | 217 | 43% |

## What size are the companies that use Evidently AI?

Companies with more than 5,000 employees are 1.5 times as common among Evidently AI users as on the typical tech page, at 35%. The second-largest group is companies with 50 to 999 employees, at 30%.

| Size | Share | Typical tech page |
|---|---:|---:|
| Under 50 employees | 16% | 22% |
| 50 to 999 | 30% | 38% |
| 1,000 to 5,000 | 19% | 17% |
| Over 5,000 | 35% | 23% |

## Where are Evidently AI companies based?

The United States alone has 49% of Evidently AI companies; the rest are spread across 52 other countries and territories.

| Country | Companies | Share | Typical tech page |
|---|---:|---:|---:|
| United States | 241 | 49% | 43% |
| India | 40 | 8.1% | 6.9% |
| United Kingdom | 34 | 6.9% | 6.4% |
| France | 30 | 6.1% | 4.6% |
| Germany | 21 | 4.3% | 4.4% |
| Brazil | 12 | 2.4% | 2.8% |

## Which teams work with Evidently AI?

Evidently AI work is spread across teams. Data science leads, at 5 companies.

| Team | Companies |
|---|---:|
| Data science | 5 |
| IT | 3 |
| MLOps | 3 |
| MLOps platform | 3 |
| AI | 2 |
| AI COE | 2 |

## Which roles mention Evidently AI most?

AI Engineer and Machine Learning roles account for 40% of the job posts that name Evidently AI. AI Engineer posts naming it numbered 17 from March to May 2026 and 27 from June to August.

| Role | Share | Oct 2025 to Aug 2026 | Mar to May 2026 | Jun to Aug 2026 |
|---|---:|---:|---:|---:|
| AI Engineer | 22% | 75 | 17 | 27 |
| Machine Learning | 18% | 59 | 19 | 28 |
| MLOps Engineer | 15% | 52 | 14 | 12 |
| Data Scientist | 6.8% | 23 | 5 | 4 |
| Software Development Engineer in Test | 3% | 10 | 3 | 2 |
| Security Engineer | 2.7% | 9 | 0 | 2 |

## Which companies started naming Evidently AI in job posts recently?

Between April and August 2026, Evidently AI appeared for the first time in job posts at 53 companies: 20 commercial, 14 mid-market and 19 enterprise. Nearmap has the most job posts of the new commercial companies, 8 from April to August.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| Commercial | [Nearmap](https://sumble.com/orgs/nearmap) | 8 |
| Commercial | [YouLend](https://sumble.com/orgs/youlend) | 7 |
| Commercial | [BlueSoft](https://sumble.com/orgs/bluesoft) | 3 |
| Commercial | [Simplify Healthcare](https://sumble.com/orgs/simplify-healthcare-technology) | 2 |
| Commercial | [Empat](https://sumble.com/orgs/empat-tech) | 2 |
| Mid-market | [BetMGM](https://sumble.com/orgs/linkedin-com-company-bet-mgm) | 3 |
| Mid-market | [Bonterra](https://sumble.com/orgs/bonterra) | 3 |
| Mid-market | [10Pearls](https://sumble.com/orgs/10pearls) | 2 |
| Mid-market | [Priority Commerce](https://sumble.com/orgs/priority-technology-holdings) | 2 |
| Mid-market | [CFGI](https://sumble.com/orgs/corporate-finance-group) | 2 |
| Enterprise | [Lloyds Banking Group](https://sumble.com/orgs/lloyds-banking-group) | 7 |
| Enterprise | [Infosys](https://sumble.com/orgs/infosys) | 2 |
| Enterprise | [BNP Paribas](https://sumble.com/orgs/bnp-paribas) | 2 |
| Enterprise | [Honeywell Technologies](https://sumble.com/orgs/honeywell) | 2 |
| Enterprise | [Commonwealth Bank](https://sumble.com/orgs/commonwealth-bank-of-australia) | 2 |

Companies that named Evidently AI 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 Evidently AI companies use?

The tool most tied to Evidently AI is WhyLabs. 18% of Evidently AI companies use it, 693 times the usual rate for their size. Arize comes second, 148 times as common as usual, at 23%.

| Tool | Companies | Also name it | Typical | Times as common |
|---|---:|---:|---:|---:|
| WhyLabs | 28 | 18% | 0.03% | 693 times |
| Arize | 36 | 23% | 0.15% | 148 times |
| BentoML | 15 | 9.6% | 0.1% | 92 times |
| KServe | 17 | 11% | 0.16% | 69 times |
| Seldon | 10 | 6.4% | 0.12% | 55 times |
| Promptfoo | 10 | 6.4% | 0.12% | 54 times |
| TorchServe | 15 | 9.6% | 0.19% | 49 times |
| Weights & Biases | 44 | 28% | 0.59% | 48 times |

Shares are out of the 157 companies whose job posts name Evidently AI, not counting firms whose job posts name almost every technology.

## Which project themes come up in Evidently AI job posts?

The most common project theme in Evidently AI job posts is Generative AI, with 116 posts. Broad digital transformation work shows up in 85 of its job posts; after that comes Cloud Cost Optimization, with 49.

| Project theme | Job posts |
|---|---:|
| Generative AI | 116 |
| Digital Transformation | 85 |
| Cloud Cost Optimization | 49 |
| Data Infrastructure Migration | 28 |

## 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.