Shipvane · 4 AE roles
Marco E. · joined Cargolio
Fleetora · first roles in DECompanies using Weights & Biases_
As of 4 November 2026, 367 companies name Weights & Biases 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 · 690 postings
- Hiring on it, last 30 days
- 259 companies
- Most often alongside
- MLflow · 384 companies
Where Weights & Biases shows up
Each population is counted on its own. We never add them up without saying so, because they answer different questions.
Companies whose own pages load Weights & Biases's scripts or embeds, or whose domain's mail and hosting records (SPF, DKIM, MX, CNAME) point at Weights & Biases. From our crawl of 41.5M company websites and the DNS sweep behind it. Reach: the tool is in the building.
Companies whose own postings say the team works in Weights & Biases. Read hourly from ~70 applicant tracking systems, with the function, a quote and a date. Intent: the team that runs it is hiring.
Companies in the footprint whose postings also name Weights & Biases. The rest of the posting population (367) runs Weights & Biases without a public trace on the site or in DNS, which is where job data earns its place.
Companies on Weights & Biases
Companies with 51+ employees and at least medium-confidence evidence in their own postings; job boards and portals left out.
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Who runs Weights & Biases inside the company
The 367 companies whose postings name Weights & Biases: by country, size and the function of the role. The second number in the function table is companies.
| postings · companies | |
|---|---|
| Data & AI | 690 · 400 |
| Software engineering | 111 · 72 |
| Sales | 22 · 8 |
| IT operations & business systems | 20 · 8 |
| Product, program & project management | 13 · 9 |
| Engineering (non-software) | 11 · 9 |
| Legal, compliance & risk | 8 · 2 |
| General management & consulting | 5 · 5 |
| Finance & accounting | 4 · 3 |
| Education & training | 3 · 1 |
| companies | share | |
|---|---|---|
| United States | 240 | 65% |
| United Kingdom | 23 | 6% |
| Germany | 16 | 4% |
| India | 16 | 4% |
| Canada | 12 | 3% |
| Switzerland | 7 | 2% |
| Singapore | 7 | 2% |
| France | 6 | 2% |
| United Arab Emirates | 4 | 1% |
| Spain | 2 | 1% |
| Greece | 2 | 1% |
| Ireland | 2 | 1% |
| companies | share | |
|---|---|---|
| Self-employed | 19 | 5% |
| 2-10 employees | 61 | 17% |
| 11-50 employees | 52 | 14% |
| 51-200 employees | 76 | 21% |
| 201-500 employees | 44 | 12% |
| 501-1000 employees | 32 | 9% |
| 1001-5000 employees | 51 | 14% |
| 5001-10000 employees | 12 | 3% |
| 10,001+ employees | 20 | 5% |
| postings | |
|---|---|
| Postings, last 30 days | 506 |
| Postings, last 90 days | 692 |
| All open postings | 1,009 |
259 companies opened a role that names Weights & Biases in the last 30 days. A hiring team that names its tools is the moment to write to the person who owns the stack.
What Weights & Biases teams also ask for
Tools named in the same postings as Weights & Biases. Office software is left out.
Weights & Biases against the rest of its category
Ranked by companies naming each tool in postings. Whole category →
Quote the sentence with the date and the link. The numbers change daily; the link always shows the current ones.
367 companies name Weights & Biases 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/weights-and-biases)
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 Weights & Biases 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.
Weights & Biases data: questions
How many companies use Weights & Biases?
367 as of 4 November 2026: 0 carry Weights & Biases on their website or in their DNS records and 367 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 Weights & Biases'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 Weights & Biases. 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 Weights & Biases, 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 367 with verified e-mails and a weekly feed of new Weights & Biases users is in the product. Counting is free.
Get this list your way
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Every company on Weights & Biases,
with the person who owns it
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