# Companies using statsmodels

4,611 companies use statsmodels, based on their job posts and their employees' public profiles. From October 2025 to August 2026, 1,628 job posts named it. Data science teams are its most common home.

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

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

The five companies with the most job posts naming statsmodels are Mindrift, Tabby | تابي, JPMorganChase, SAP and bp. Mindrift is the newest of the five companies in the table, with its first job post naming it in November 2025.

| Company | Job posts | People | Recent job post |
|---|---:|---:|---|
| [Mindrift](https://sumble.com/orgs/mindrift-ai) | 121 | 2 | "Create problems requiring Python programming to solve (using Pandas, Numpy, Scipy, Sklearn, Statsmodels, Matplotlib, Seaborn)" (Data Scientist (Python & SQL) - Freelance AI Trainer, Jun 9, 2026) |
| [Tabby \| تابي](https://sumble.com/orgs/tabby) | 102 | 1 | "Knowledge of Python (Pandas, Numpy, Statsmodels, Matplotlib, etc.) is a plus." (Senior Marketing Analyst, Marketing Analytics, Jun 12, 2026) |
| [JPMorganChase](https://sumble.com/orgs/jpmorgan-chase) | 86 | 23 | "Advanced SQL and Python experience (for example, pandas, scikit-learn, statsmodels) working with large, multi-source datasets." (Quant Analytics, Senior Associate - Asset Wealth Management, Oct 28, 2026) |
| [SAP](https://sumble.com/orgs/sap) | 86 | 2 | "Data Science & Analytics: Python (specializing in Polars, Seaborn, Statsmodels, Scikit-learn, PyTorch) with SQL for data extraction." (SAP iXp Intern (f/m/d) - People Insights Data Scientist, May 22, 2026) |
| [bp](https://sumble.com/orgs/bp) | 62 | 4 | "The scientific python stack including SciPy, scikit-learn, Statsmodels" (Senior Python Developer (Core Strategist), Jul 23, 2025) |

## Is hiring for statsmodels growing?

Statsmodels appeared in 0.83 in every 10,000 job posts from June to August 2026, against 0.95 from March to May. One company accounts for most of that change.

| Month | Job posts naming it | All job posts | Per 10,000 job posts |
|---|---:|---:|---:|
| Oct 2025 | 87 | 1,413,673 | 0.62 |
| Nov 2025 | 153 | 1,822,119 | 0.84 |
| Dec 2025 | 101 | 1,236,103 | 0.82 |
| Jan 2026 | 138 | 1,828,002 | 0.75 |
| Feb 2026 | 176 | 1,856,647 | 0.95 |
| Mar 2026 | 197 | 1,850,711 | 1.1 |
| Apr 2026 | 143 | 1,728,886 | 0.83 |
| May 2026 | 173 | 1,821,509 | 0.95 |
| Jun 2026 | 156 | 1,909,496 | 0.82 |
| Jul 2026 | 148 | 1,815,180 | 0.82 |
| Aug 2026 | 156 | 1,835,698 | 0.85 |

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

Statsmodels showed up in job posts at 163 companies for the first time from June to August 2026, and 182 in the three months before. The 163 from June to August are 10% of all 1,599 companies whose job posts name it.

| Period | Companies naming it in a job post for the first time |
|---|---:|
| March to May 2026 | 182 |
| June to August 2026 | 163 |
| October 2025 to August 2026 | 596 |

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 statsmodels?

We found 4,611 companies that use statsmodels, 3,012 of them through employees' profiles alone. 1,599 name it in their own job posts.

| How we know | Companies | Share |
|---|---:|---:|
| Job posts name statsmodels | 1,599 | 35% |
| Employees' profiles list statsmodels | 3,012 | 65% |

## What size are the companies that use statsmodels?

By size, statsmodels users are close to the typical tech page; companies with 50 to 999 employees are the largest group (39%). The second-largest group is companies with more than 5,000 employees, at 23%.

| Size | Share | Typical tech page |
|---|---:|---:|
| Under 50 employees | 18% | 22% |
| 50 to 999 | 39% | 38% |
| 1,000 to 5,000 | 20% | 17% |
| Over 5,000 | 23% | 23% |

## Where are statsmodels companies based?

The United States has the most statsmodels companies (44%), but Brazil stands out: 4.6% of them, against 2.8% on the typical tech page. Its companies are based in 103 countries and territories.

| Country | Companies | Share | Typical tech page |
|---|---:|---:|---:|
| United States | 1,935 | 44% | 43% |
| India | 344 | 7.8% | 6.9% |
| United Kingdom | 318 | 7.2% | 6.4% |
| Brazil | 203 | 4.6% | 2.8% |
| Canada | 187 | 4.2% | 3.6% |
| Germany | 187 | 4.2% | 4.4% |

## Which teams work with statsmodels?

Statsmodels sits mostly with data science teams (61 companies). Data engineering and data teams come next, at 13 and 12 companies.

| Team | Companies |
|---|---:|
| Data science | 61 |
| Data engineering | 13 |
| Data | 12 |
| Data & analytics | 10 |
| AI | 9 |
| Analytics | 9 |

## Which roles mention statsmodels most?

Data Scientist roles make up 44% of the job posts that name statsmodels. Data Scientist posts naming it numbered 207 from March to May 2026 and 202 from June to August.

| Role | Share | Oct 2025 to Aug 2026 | Mar to May 2026 | Jun to Aug 2026 |
|---|---:|---:|---:|---:|
| Data Scientist | 44% | 714 | 207 | 202 |
| AI Engineer | 7% | 114 | 40 | 34 |
| Data Analyst | 6.3% | 102 | 35 | 30 |
| Machine Learning | 4.5% | 74 | 24 | 17 |
| Statistician | 3.9% | 63 | 23 | 1 |
| Data Engineer | 2.8% | 45 | 17 | 8 |

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

Between April and August 2026, statsmodels appeared for the first time in job posts at 232 companies: 123 commercial, 40 mid-market and 69 enterprise. Among the new commercial companies, Lumenalta posted the most jobs naming it: 11.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| AI native | [Emergent](https://sumble.com/orgs/emergentlabs) | 1 |
| AI native | [Bespoke Labs](https://sumble.com/orgs/bespokelabsai) | 1 |
| AI native | [Katalyze AI](https://sumble.com/orgs/katalyzeai) | 1 |
| AI native | [FinOpsly](https://sumble.com/orgs/finopsly) | 1 |
| AI native | [inait](https://sumble.com/orgs/inait) | 1 |
| Commercial | [Lumenalta](https://sumble.com/orgs/clevertech) | 11 |
| Commercial | [Flipp](https://sumble.com/orgs/flipp) | 5 |
| Commercial | [Qair Group](https://sumble.com/orgs/qair) | 4 |
| Commercial | [bebo Technologies](https://sumble.com/orgs/bebo-technologies) | 4 |
| Commercial | [Satori Analytics](https://sumble.com/orgs/satori-analytics) | 4 |
| Mid-market | [axity](https://sumble.com/orgs/axity-chile) | 5 |
| Mid-market | [Revantage, A Blackstone Portfolio Company](https://sumble.com/orgs/revantage) | 3 |
| Mid-market | [Xebia](https://sumble.com/orgs/xebia) | 2 |
| Mid-market | [Flix](https://sumble.com/orgs/flixbus) | 2 |
| Mid-market | [Nuvama Group](https://sumble.com/orgs/nuvama-group) | 2 |
| Enterprise | [Valtech](https://sumble.com/orgs/valtech-group) | 6 |
| Enterprise | [Accenture in India](https://sumble.com/orgs/accentureindia) | 5 |
| Enterprise | [Omnicom Media](https://sumble.com/orgs/omnicom-media-group) | 5 |
| Enterprise | [Capco](https://sumble.com/orgs/capco) | 5 |
| Enterprise | [Avolta](https://sumble.com/orgs/avoltaworld) | 4 |

Companies that named statsmodels 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 statsmodels companies use?

LightGBM and SciPy are the tools most closely tied to statsmodels. XGBoost is 15 times as common as usual, at 33%.

| Tool | Companies | Also name it | Typical | Times as common |
|---|---:|---:|---:|---:|
| LightGBM | 188 | 17% | 0.79% | 22 times |
| SciPy | 400 | 37% | 2% | 18 times |
| XGBoost | 354 | 33% | 2.2% | 15 times |
| Seaborn | 287 | 27% | 1.9% | 14 times |
| LangSmith | 83 | 7.7% | 0.62% | 12 times |
| Plotly | 233 | 22% | 1.8% | 12 times |
| Weights & Biases | 71 | 6.6% | 0.56% | 12 times |
| Langfuse | 71 | 6.6% | 0.56% | 12 times |

Shares are out of the 1,081 companies whose job posts name statsmodels, not counting firms whose job posts name almost every technology.

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

Setting aside broad digital transformation, Generative AI is the theme teams hiring for statsmodels mention most, in 141 job posts. Broad digital transformation work shows up in 238 of its job posts.

| Project theme | Job posts |
|---|---:|
| Digital Transformation | 238 |
| Generative AI | 141 |
| Data Infrastructure Migration | 36 |
| Cloud Cost Optimization | 30 |

## 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.