# Companies using Beautiful Soup

We found 13,459 companies that use Beautiful Soup. 1,673 of them name it in their own job posts, and the rest through employees' public profiles. Its share of job posts is shrinking, though 849 job posts still named it from October 2025 to August 2026. Software Engineer is the role that names it most often.

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

## Which companies name Beautiful Soup in the most job posts?

EY, Mindrift and Chubb are among the companies with the most job posts naming Beautiful Soup. Mindrift is the newest of the five companies in the table, with its first job post naming it in December 2025.

| Company | Job posts | People | Recent job post |
|---|---:|---:|---|
| [EY](https://sumble.com/orgs/ey) | 376 | 95 | "Experience in NLP/ Web Scraping/ Log Analytics/ TensorFlow/ AI / Beautiful Soup" (Consultant - Assurance - TMT - ASU - TR - Technology Risk - Mumbai, Aug 25, 2026) |
| [Mindrift](https://sumble.com/orgs/mindrift-ai) | 152 | 0 | "Strong experience in Python web scraping (BeautifulSoup, Selenium or similar), including dynamic content (JS, AJAX, infinite scroll) and APIs via proxies" (Senior Python Data Scraping Engineer (Freelance), Oct 4, 2026) |
| [Chubb](https://sumble.com/orgs/chubb-insurance) | 29 | 7 | "Experience with Web Scraping frameworks (Scrapy or Beautiful Soup or similar)" (Data Engineer - 1 year contract, May 14, 2025) |
| [AIMLEAP](https://sumble.com/orgs/aimleap) | 27 | 7 | " Hands-on experience in web scraping using tools like Python (BeautifulSoup, Scrapy, Selenium) for extracting, cleaning, and structuring data from dynamic web sources." (Python Web scraping Engineer (Immediate joiners preferred), Sep 8, 2026) |
| [Dashmote](https://sumble.com/orgs/dashmote) | 20 | 0 | "Proficiency in requests, Scrapy, BS4, Xpath, regex, etc" (Junior Data Sourcing Engineer, Jun 15, 2026) |

## Is hiring for Beautiful Soup growing?

Beautiful Soup turned up in a shrinking share of job posts: 0.36 in every 10,000 job posts from June to August 2026, compared with 0.44 from March to May. July 2026 was its lowest month since October 2025, at 0.35.

| Month | Job posts naming it | All job posts | Per 10,000 job posts |
|---|---:|---:|---:|
| Oct 2025 | 70 | 1,413,673 | 0.50 |
| Nov 2025 | 96 | 1,822,119 | 0.53 |
| Dec 2025 | 70 | 1,236,103 | 0.57 |
| Jan 2026 | 88 | 1,828,002 | 0.48 |
| Feb 2026 | 87 | 1,856,647 | 0.47 |
| Mar 2026 | 81 | 1,850,711 | 0.44 |
| Apr 2026 | 76 | 1,728,886 | 0.44 |
| May 2026 | 81 | 1,821,509 | 0.44 |
| Jun 2026 | 71 | 1,909,496 | 0.37 |
| Jul 2026 | 63 | 1,815,180 | 0.35 |
| Aug 2026 | 66 | 1,835,698 | 0.36 |

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

In the three months to August 2026, 51 companies posted about Beautiful Soup for the first time. From March to May, 73 did. From October 2025 to August 2026, 263 companies named it in a job post for the first time.

| Period | Companies naming it in a job post for the first time |
|---|---:|
| March to May 2026 | 73 |
| June to August 2026 | 51 |
| October 2025 to August 2026 | 263 |

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 Beautiful Soup?

1,673 companies name Beautiful Soup in their own job posts. The other 11,786 show up because employees list it on their profiles. 391 show up in both job posts and employees' profiles.

| How we know | Companies | Share |
|---|---:|---:|
| Job posts name Beautiful Soup | 1,673 | 12% |
| Employees' profiles list Beautiful Soup | 11,786 | 88% |

## What size are the companies that use Beautiful Soup?

The largest group of Beautiful Soup users is companies with 50 to 999 employees (43%), more than on the typical tech page. 3,732 of its companies have fewer than 50 employees.

| Size | Share | Typical tech page |
|---|---:|---:|
| Under 50 employees | 28% | 22% |
| 50 to 999 | 43% | 38% |
| 1,000 to 5,000 | 16% | 17% |
| Over 5,000 | 13% | 23% |

## Where are Beautiful Soup companies based?

India is 2.2 times as common among Beautiful Soup companies as on the typical tech page, at 15%. The United States leads overall with 38%. Its companies are based in 139 countries and territories.

| Country | Companies | Share | Typical tech page |
|---|---:|---:|---:|
| United States | 4,914 | 38% | 43% |
| India | 1,970 | 15% | 6.9% |
| United Kingdom | 744 | 5.8% | 6.4% |
| France | 507 | 3.9% | 4.6% |
| Canada | 463 | 3.6% | 3.6% |
| Brazil | 449 | 3.5% | 2.8% |

## Which teams work with Beautiful Soup?

Beautiful Soup work is spread across teams. Data leads, at 23 companies. Data engineering teams are second, at 18 companies, and data science teams third, at 14.

| Team | Companies |
|---|---:|
| Data | 23 |
| Data engineering | 18 |
| Data science | 14 |
| Engineering | 7 |
| Data acquisition | 6 |
| Technology | 6 |

## Which roles mention Beautiful Soup most?

Software Engineer and Data Engineer roles account for 34% of the job posts that name Beautiful Soup. Software Engineer posts naming it numbered 47 from March to May 2026 and 33 from June to August.

| Role | Share | Oct 2025 to Aug 2026 | Mar to May 2026 | Jun to Aug 2026 |
|---|---:|---:|---:|---:|
| Software Engineer | 23% | 192 | 47 | 33 |
| Data Engineer | 12% | 98 | 24 | 22 |
| AI Engineer | 5.7% | 48 | 7 | 9 |
| Analytics Engineer | 4.9% | 42 | 14 | 22 |
| Data Analyst | 4.4% | 37 | 12 | 9 |
| Automation Engineer | 3.7% | 31 | 9 | 9 |

## Which companies started naming Beautiful Soup in job posts recently?

Between April and August 2026, Beautiful Soup appeared for the first time in job posts at 62 companies: 42 commercial, 8 mid-market and 12 enterprise. Knowmad mood leads the new mid-market companies, with 5 job posts from April to August.

| Group | Company | Job posts, April to August 2026 |
|---|---|---:|
| Commercial | [PriceEasy AI](https://sumble.com/orgs/priceeasy-ai) | 3 |
| Commercial | [MedCare MSO](https://sumble.com/orgs/medcare-mso) | 2 |
| Commercial | [Vagaro](https://sumble.com/orgs/vagaro) | 2 |
| Commercial | [Stratpoint Technologies](https://sumble.com/orgs/stratpoint-technologies) | 2 |
| Commercial | [Cheil Germany GmbH](https://sumble.com/orgs/cheil-germany) | 2 |
| Mid-market | [knowmad mood](https://sumble.com/orgs/knowmad-mood) | 5 |
| Mid-market | [HII Unmanned Systems](https://sumble.com/orgs/hii-unmanned-systems) | 3 |
| Mid-market | [ZoomInfo](https://sumble.com/orgs/zoominfo) | 1 |
| Mid-market | [Qualys](https://sumble.com/orgs/qualys) | 1 |
| Mid-market | [W1 Consultoria](https://sumble.com/orgs/w1-consultoria) | 1 |
| Enterprise | [Kyndryl](https://sumble.com/orgs/kyndryl) | 3 |
| Enterprise | [Experian](https://sumble.com/orgs/experian) | 2 |
| Enterprise | [Howden](https://sumble.com/orgs/howden-group-holdings) | 2 |
| Enterprise | [BT Group](https://sumble.com/orgs/bt) | 1 |
| Enterprise | [Sicredi](https://sumble.com/orgs/sicredi) | 1 |

Companies that named Beautiful Soup 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 Beautiful Soup companies use?

Beautiful Soup companies are 356 times as likely as similar companies to use Scrapy: 58% of them, against 0.16%. Puppeteer is 43 times as common as usual, at 13%.

| Tool | Companies | Also name it | Typical | Times as common |
|---|---:|---:|---:|---:|
| Scrapy | 741 | 58% | 0.16% | 356 times |
| Puppeteer | 161 | 13% | 0.3% | 43 times |
| NLTK | 116 | 9.1% | 0.46% | 20 times |
| spaCy | 130 | 10% | 0.55% | 19 times |
| FAISS | 110 | 8.7% | 0.6% | 14 times |
| Context API | 116 | 9.1% | 0.65% | 14 times |
| ChromaDB | 74 | 5.8% | 0.45% | 13 times |
| MobX | 85 | 6.7% | 0.52% | 13 times |

Shares are out of the 1,269 companies whose job posts name Beautiful Soup, not counting firms whose job posts name almost every technology.

## Which project themes come up in Beautiful Soup job posts?

Teams hiring for Beautiful Soup most often mention Generative AI, in 132 job posts. Apart from broad digital transformation work, Data Infrastructure Migration comes next, with 31.

| Project theme | Job posts |
|---|---:|
| Generative AI | 132 |
| Digital Transformation | 115 |
| Data Infrastructure Migration | 31 |
| Cloud Cost Optimization | 11 |

## 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.