Tools · ml frameworks

Companies using SHAP_

As of 4 November 2026, 100 companies name SHAP in their own job postings; it leaves no trace on websites or in DNS.

As of 4 November 2026 · refreshed daily · counts move as websites, DNS and career sites are re-read.

Largest market
–
Companies with 51+ staff
–
Top industry
–
Team that names it most
Data & AI · 208 postings
Hiring on it, last 30 days
89 companies
Most often alongside
PyTorch · 79 companies
100companies show SHAP, all sources
0on their website or in DNS records
100name it in their own job postings
215postings naming SHAP, last 90 days
02 — Two ways we see a tool

Where SHAP shows up

Each population is counted on its own. We never add them up without saying so, because they answer different questions.

Website and DNS footprint0

Companies whose own pages load SHAP's scripts or embeds, or whose domain's mail and hosting records (SPF, DKIM, MX, CNAME) point at SHAP. From our crawl of 41.5M company websites and the DNS sweep behind it. Reach: the tool is in the building.

Job postings100

Companies whose own postings say the team works in SHAP. Read hourly from ~70 applicant tracking systems, with the function, a quote and a date. Intent: the team that runs it is hiring.

Both0

Companies in the footprint whose postings also name SHAP. The rest of the posting population (100) runs SHAP without a public trace on the site or in DNS, which is where job data earns its place.

03 — Who uses it

Companies on SHAP

Companies with 51+ employees and at least medium-confidence evidence in their own postings; job boards and portals left out.

InPostCourier & express delivery · Kraków, Poland1001-5000 employeesCommerceIQEcommerce merchant apps · United States201-500 employeesNUSUniversities · Lower Kent Ridge Road, Singapore10,001+ employeesUniversité de Lausanne (Unil)Universities · Lausanne, Switzerland1001-5000 employeesMultiBank GroupForex cfd brokers · United States501-1000 employeesBanorteRetail & commercial banks · Mexico10,001+ employeesVanguardWealth management general · United States10,001+ employeesData Science Council of AmericaProfessional bodies · Reston, United States51-200 employeesSocureCybersecurity iam software · Incline Village, United States501-1000 employeesSardineCompliance grc software · Miami, United States51-200 employeesCleoPersonal budgeting apps · Wilmington, United States201-500 employeesFedExFreight forwarding & logistics · 10,001+ employeesMonoSolPolymer & plastics raw materials · Merrillville, United States501-1000 employeesNaTranGas grid operators · Bois-Colombes, France1001-5000 employeesCITECHIT services & consulting · Dijon, France51-200 employeesDevi TechnologiesCustom software development agencies · Birmingham, United Kingdom51-200 employeesSombraApplied AI ML development · Denver, United States201-500 employeesTiger AnalyticsBusiness intelligence analytics software · Perungudi, United States1001-5000 employeesFirst NationalGeneral residential sales lettings agency · Richmond, Australia1001-5000 employeesAldarGeneral property developers · Piyi, United States10,001+ employees
100 companies show SHAP; 0 of them have over 1,000 employees.

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06 — Job-posting evidence

Who runs SHAP inside the company

The 100 companies whose postings name SHAP: by country, size and the function of the role. The second number in the function table is companies.

Postings by function
postings · companies
Data & AI
208 · 133
Software engineering
28 · 12
Legal, compliance & risk
11 · 5
Engineering (non-software)
3 · 2
Finance & accounting
3 · 3
IT operations & business systems
3 · 3
Quality, safety & environment
3 · 2
Product, program & project management
2 · 2
research and science
2 · 2
healthcare clinical
1 · 1
Posting companies by country
companiesshare
United States
5353%
United Kingdom
66%
Germany
55%
France
55%
Poland
44%
Brazil
33%
Belgium
22%
Canada
22%
Switzerland
22%
India
22%
MY
22%
United Arab Emirates
11%
Posting companies by size
companiesshare
Self-employed
11%
2-10 employees
77%
11-50 employees
1313%
51-200 employees
1313%
201-500 employees
1212%
501-1000 employees
1515%
1001-5000 employees
2020%
5001-10000 employees
33%
10,001+ employees
1616%
Hiring on it right now
postings
Postings, last 30 days
154
Postings, last 90 days
215
All open postings
283

89 companies opened a role that names SHAP in the last 30 days. A hiring team that names its tools is the moment to write to the person who owns the stack.

07 — Named alongside

What SHAP teams also ask for

Tools named in the same postings as SHAP. Office software is left out.

08 — ml frameworks

SHAP against the rest of its category

Ranked by companies naming each tool in postings. Whole category →

Cite this

Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.

100 companies name SHAP in their own job postings; it leaves no trace on websites or in DNS, so the posting layer is the whole picture. (Breaknorm, 4 November 2026, https://breaknorm.co/tools/shap)
How we know

Read from the source, not self-reported

Every number on this page can be traced to a page we crawled or a posting we read. Full methodology →

  • Website codeScripts, tags and embeds found on the company's own pages in our crawl of 41.5M sites. A tool counts once per company.
  • DNS recordsSPF includes, DKIM selectors, MX and CNAME records of the company's domain that point at SHAP or another vendor. Swept in cycles; dedicated mail-provider and hosting facets open once coverage passes 80% per country.
  • Job postingsRead hourly from the applicant tracking systems behind company career sites. A tool counts when the employer's own text names it as the team's system; candidate wish-lists and apply boilerplate are excluded. Confidence low, medium or high per company.
  • Sending infrastructureCold-e-mail sending domains are look-alike domains on a provider's infrastructure (DNS records, certificate logs) that redirect to the company. Absence is not evidence: only companies with a found sending domain are counted.
  • CompaniesCountry, size and industry come from the company profile we build from its website; headcount from LinkedIn where known, otherwise estimated. Job boards, portals and aggregators are kept out of lists.
FAQ

SHAP data: questions

How many companies use SHAP?

100 as of 4 November 2026: 0 carry SHAP on their website or in their DNS records and 100 name it in their own job postings; 0 show up in both. We keep the two counts apart because they measure different things.

What does "website or DNS" mean?

Our crawler finds SHAP's scripts, embeds and tags on the company's own pages, and our DNS sweep reads the domain's mail and hosting records (SPF includes, DKIM selectors, MX, CNAMEs) that point at SHAP. Either one puts the company in the footprint. The sweep is still running, so this number grows week by week.

Why is the job-posting number so much smaller?

A posting only names a tool when the team that will use it is hiring and chooses to say so. That makes it a smaller but stronger signal: it tells you which team runs SHAP, with a quote and a date. The footprint tells you reach.

How fresh is this?

Career sites are read hourly, websites are re-crawled on a rolling schedule and DNS is re-swept in cycles. The date at the top is when these counts were computed.

Can I get the list?

Yes. The first 20 are on this page; the full 100 with verified e-mails and a weekly feed of new SHAP users is in the product. Counting is free.

Companies and people

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