# Companies using SciPy

24,426 companies use SciPy, based on their job posts and their employees' public profiles. 7,184 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 SciPy in the most job posts?

Amazon has posted more jobs naming SciPy than any other company: 2,343. Mindrift is the newest of the five companies in the table, with its first job post naming it in October 2025.

| Company | Job posts | People | Recent job post |
|---|---:|---:|---|
| [Amazon](https://sumble.com/orgs/amazon) | 2,343 | 491 | "Experience with modeling tools such as R, scikit-learn, Spark MLLib, MxNet, Tensorflow, numpy, scipy etc." (Senior Applied Scientist, Leo Space Security, Nov 6, 2026) |
| [Mindrift](https://sumble.com/orgs/mindrift-ai) | 1,223 | 0 | "Create problems requiring Python programming to solve (using numpy, scipy, chemical libraries);" (Chemistry & Python Expert - Freelance AI Trainer, Jun 23, 2026) |
| [JPMorganChase](https://sumble.com/orgs/jpmorgan-chase) | 316 | 196 | "Quantitative finance modelling in Python using pandas, numpy, and scipy;" (model risk [multiple positions available], Sep 25, 2026) |
| [EPAM Systems](https://sumble.com/orgs/epam-systems) | 278 | 75 | "DS experience with Tensorflow/PyTorch/XGBoost, NumPy, SciPy, Scikit-learn, Pandas, Keras, Spacy, HuggingFace, Transformers" (Senior Machine Learning Engineer, Sep 7, 2026) |
| [Apple](https://sumble.com/orgs/apple) | 265 | 234 | "Experience with ML frameworks and data processing packages (eg PyTorch, SciPy, pandas, jax)" (sensing hw - algorithm systems engineer, Oct 24, 2026) |

## Is hiring for SciPy growing?

Job posts mentioning SciPy went from 4.0 to 3.5 in every 10,000 job posts, comparing March to May with June to August 2026. One company accounts for most of that change.

| Month | Job posts naming it | All job posts | Per 10,000 job posts |
|---|---:|---:|---:|
| Oct 2025 | 517 | 1,413,673 | 3.7 |
| Nov 2025 | 660 | 1,822,119 | 3.6 |
| Dec 2025 | 439 | 1,236,103 | 3.6 |
| Jan 2026 | 667 | 1,828,002 | 3.6 |
| Feb 2026 | 765 | 1,856,647 | 4.1 |
| Mar 2026 | 778 | 1,850,711 | 4.2 |
| Apr 2026 | 693 | 1,728,886 | 4.0 |
| May 2026 | 702 | 1,821,509 | 3.9 |
| Jun 2026 | 739 | 1,909,496 | 3.9 |
| Jul 2026 | 630 | 1,815,180 | 3.5 |
| Aug 2026 | 594 | 1,835,698 | 3.2 |

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

SciPy showed up in job posts at 297 companies for the first time from June to August 2026, and 315 in the three months before. The 297 from June to August are 4.6% of all 6,419 companies whose job posts name it.

| Period | Companies naming it in a job post for the first time |
|---|---:|
| March to May 2026 | 315 |
| June to August 2026 | 297 |
| October 2025 to August 2026 | 1,035 |

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 SciPy?

6,419 companies name SciPy in job posts they wrote; employees' profiles add 18,007 more. 2,073 show up in both job posts and employees' profiles.

| How we know | Companies | Share |
|---|---:|---:|
| Job posts name SciPy | 6,419 | 26% |
| Employees' profiles list SciPy | 18,007 | 74% |

## What size are the companies that use SciPy?

The largest group of SciPy users is companies with 50 to 999 employees (44%), more than on the typical tech page. 7,075 of its companies have fewer than 50 employees.

| Size | Share | Typical tech page |
|---|---:|---:|
| Under 50 employees | 29% | 22% |
| 50 to 999 | 44% | 38% |
| 1,000 to 5,000 | 17% | 17% |
| Over 5,000 | 11% | 23% |

## Where are SciPy companies based?

The United States and India have the most SciPy companies, at 41% and 8.1%. Its companies are based in 143 countries and territories.

| Country | Companies | Share | Typical tech page |
|---|---:|---:|---:|
| United States | 9,589 | 41% | 43% |
| India | 1,875 | 8.1% | 6.9% |
| United Kingdom | 1,786 | 7.7% | 6.4% |
| Germany | 1,341 | 5.8% | 4.4% |
| Canada | 974 | 4.2% | 3.6% |
| France | 805 | 3.5% | 4.6% |

## Which teams work with SciPy?

Data science teams are by far the most common home for SciPy, at 226 companies. Next come R&D teams (79 companies) and engineering teams (56).

| Team | Companies |
|---|---:|
| Data science | 226 |
| R&D | 79 |
| Engineering | 56 |
| Data | 52 |
| Data engineering | 39 |
| AI | 36 |

## Which roles mention SciPy most?

SciPy is showing up in more Applied Scientist job posts: 186 from June to August 2026, up from 63 from March to May. Data Scientist is second, at 14%.

| Role | Share | Oct 2025 to Aug 2026 | Mar to May 2026 | Jun to Aug 2026 |
|---|---:|---:|---:|---:|
| AI Engineer | 15% | 1,082 | 410 | 252 |
| Data Scientist | 14% | 986 | 234 | 246 |
| Software Engineer | 11% | 755 | 223 | 193 |
| Machine Learning | 6.7% | 480 | 151 | 116 |
| Applied Scientist | 5.2% | 373 | 63 | 186 |
| Data Engineer | 2.6% | 189 | 51 | 47 |

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

Between April and August 2026, 326 companies with 50 or more employees first named SciPy in a job post, 65 of them with more than 5,000 employees. Kratos Defense and Security Solutions has the most job posts of the new mid-market companies, 7 from April to August.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| AI native | [Axiom Bio](https://sumble.com/orgs/axiombio1) | 6 |
| AI native | [Helical](https://sumble.com/orgs/helical-ai) | 3 |
| AI native | [Hayden AI](https://sumble.com/orgs/hayden-ai) | 2 |
| AI native | [Spore.Bio](https://sumble.com/orgs/spore-bio) | 2 |
| AI native | [UnifyApps](https://sumble.com/orgs/unifyapps) | 1 |
| Commercial | [Cutsforth](https://sumble.com/orgs/cutsforth) | 6 |
| Commercial | [Eurofins \| EAG Laboratories](https://sumble.com/orgs/eag-laboratories) | 5 |
| Commercial | [Exceltic](https://sumble.com/orgs/exceltic) | 5 |
| Commercial | [Satori Analytics](https://sumble.com/orgs/satori-analytics) | 5 |
| Commercial | [act digital EMEA - Alter Solutions](https://sumble.com/orgs/alter-solutions) | 4 |
| Mid-market | [Kratos Defense and Security Solutions](https://sumble.com/orgs/kratos-defense) | 7 |
| Mid-market | [ONERA - The French Aerospace Lab](https://sumble.com/orgs/onera) | 6 |
| Mid-market | [AssistRx](https://sumble.com/orgs/assistrx) | 5 |
| Mid-market | [MIT Lincoln Laboratory](https://sumble.com/orgs/mit-lincoln-laboratory) | 4 |
| Mid-market | [Warsaw University of Technology](https://sumble.com/orgs/politechnika-warszawska) | 4 |
| Enterprise | [Valtech](https://sumble.com/orgs/valtech-group) | 6 |
| Enterprise | [Eurofins](https://sumble.com/orgs/eurofins) | 5 |
| Enterprise | [CERN](https://sumble.com/orgs/cern) | 5 |
| Enterprise | [Mphasis](https://sumble.com/orgs/mphasis) | 4 |
| Enterprise | [Aselsan](https://sumble.com/orgs/aselsan) | 4 |

Companies that named SciPy 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 SciPy companies use?

Statsmodels, NumPy and Matplotlib show up far more often at SciPy companies than at companies of the same size. Next is JAX: 9.2% of these companies use it, against 0.71% of similar ones.

| Tool | Companies | Also name it | Typical | Times as common |
|---|---:|---:|---:|---:|
| statsmodels | 400 | 8.5% | 0.46% | 18 times |
| NumPy | 4,287 | 91% | 5.9% | 15 times |
| Matplotlib | 1,769 | 38% | 2.8% | 13 times |
| JAX | 432 | 9.2% | 0.71% | 13 times |
| SystemVerilog | 256 | 5.4% | 0.42% | 13 times |
| NLTK | 396 | 8.4% | 0.66% | 13 times |
| TensorRT | 291 | 6.2% | 0.53% | 12 times |
| Plotly | 746 | 16% | 1.4% | 11 times |

Shares are out of the 4,716 companies whose job posts name SciPy, not counting firms whose job posts name almost every technology.

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

Digital transformation is the broadest theme in SciPy job posts (1,205); the most common specific one is Generative AI, at 925. After that comes Data Infrastructure Migration, with 178.

| Project theme | Job posts |
|---|---:|
| Digital Transformation | 1,205 |
| Generative AI | 925 |
| Data Infrastructure Migration | 178 |
| Cloud Cost Optimization | 123 |

## 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.