Tools · mlops platforms

Companies using IBM Watson_

As of 4 November 2026, 82 companies name IBM Watson 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 · 53 postings
Hiring on it, last 30 days
74 companies
Most often alongside
Amazon Web Services · 27 companies
82companies show IBM Watson, all sources
0on their website or in DNS records
82name it in their own job postings
232postings naming IBM Watson, last 90 days
02 — Two ways we see a tool

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

Job postings82

Companies whose own postings say the team works in IBM Watson. 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 IBM Watson. The rest of the posting population (82) runs IBM Watson without a public trace on the site or in DNS, which is where job data earns its place.

03 — Who uses it

Companies on IBM Watson

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

CventEvent management software · Dallas, United States1001-5000 employeesVentra HealthHealthcare revenue cycle software · Dallas, United States1001-5000 employeesGoHealth Urgent CareUrgent care & walk in clinics · 1001-5000 employeesTruistRetail & commercial banks · Charlotte, United States10,001+ employeesMoogValve actuator manufacturers · East Aurora, United States10,001+ employeesCircanaMarket research providers · Chicago, United States5001-10000 employeesNavy Federal Credit UnionCredit unions · Merrifield, United States10,001+ employeesFedExFreight forwarding & logistics · 10,001+ employeesPharmasciencePharmaceutical manufacturers · Canada1001-5000 employeesPyramid Global TechnologiesSME managed IT services · United States51-200 employeesKetjenIndustrial chemicals manufacturers · Akasaka (Tsuginobiruonozoku), United States1001-5000 employeesGuardianInsurance companies underwriters · United States5001-10000 employeesTanisha Systems INCCustom software development agencies · Iselin, United States1001-5000 employeesNetAppCloud hosting & paas platforms · San Jose, United States10,001+ employeesCook SystemsIT services & consulting · Memphis, United States201-500 employeesBlipWhatsapp chatbot platforms · Lima, Brazil1001-5000 employeesQuantiphiApplied AI ML development · United States1001-5000 employeesFuGenX TechnologiesMobile app development agencies · United States201-500 employeesInvictus International ConsultingManaged cybersecurity services · United States51-200 employeesSokinCrossborder crypto payment infrastructure · London, United Kingdom51-200 employees
82 companies show IBM Watson; 0 of them have over 1,000 employees.

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06 — Job-posting evidence

Who runs IBM Watson inside the company

The 82 companies whose postings name IBM Watson: 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
53 · 33
healthcare clinical
49 · 4
IT operations & business systems
25 · 14
Software engineering
25 · 18
healthcare support and caregiving
24 · 2
research and science
18 · 11
Administration & office
7 · 4
Human resources
7 · 7
General management & consulting
5 · 3
hospitality and food service
5 · 1
Posting companies by country
companiesshare
United States
5668%
United Kingdom
56%
France
45%
Brazil
34%
Canada
22%
Spain
22%
India
22%
Switzerland
11%
Colombia
11%
Denmark
11%
QA
11%
Posting companies by size
companiesshare
Self-employed
11%
2-10 employees
45%
11-50 employees
911%
51-200 employees
1721%
201-500 employees
1012%
501-1000 employees
45%
1001-5000 employees
1721%
5001-10000 employees
67%
10,001+ employees
1417%
Hiring on it right now
postings
Postings, last 30 days
172
Postings, last 90 days
232
All open postings
303

74 companies opened a role that names IBM Watson 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 IBM Watson teams also ask for

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

08 — mlops platforms

IBM Watson 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.

82 companies name IBM Watson 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/ibm-watson)
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 IBM Watson 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

IBM Watson data: questions

How many companies use IBM Watson?

82 as of 4 November 2026: 0 carry IBM Watson on their website or in their DNS records and 82 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 IBM Watson'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 IBM Watson. 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 IBM Watson, 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 82 with verified e-mails and a weekly feed of new IBM Watson users is in the product. Counting is free.

Companies and people

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