Measure demand for a role or skill

How many companies hire for a role, where, at which level, and what they ask for. Pull the postings and count. The sample is a real search for “AI engineer” jobs in the United Kingdom.

Try it free See the sample

In the sample · recorded October 21, 2026

Jobs in the sample: 10
Different companies: 9
Most common seniority: Not Applicable (5)
Most common job type: Full-time (10)
Applicants shown: on 5 of 10, median 110
Posted in the 7 days before: 2 of 10

Counted from the 10 results of one real run below. They describe this sample, not the whole market.

Job market research

Why it works.

Job postings are a live, public record of demand. Counting them by location, seniority and industry answers questions that surveys answer months later: is this skill growing, where, and who pays for it.

The descriptions hold the requirements. Let your AI read a few hundred of them and list the tools, languages and years of experience employers actually ask for.

Who uses it

Analysts and journalists writing about the job market
Course creators and bootcamps choosing what to teach
Career changers checking demand before they commit

Real sample

What the tool returned.

Recorded October 21, 2026 · 3 of 10 shownSAMPLE · REAL RUN, SHORTENED

LinkedIn job search for “AI engineer” in United Kingdom, 10 jobs with full descriptions.

Software / Machine Learning Engineer
Company
Prima
Location
London, England, United Kingdom
Posted
1 week ago
Apply badge
Actively Hiring
Seniority level
Not Applicable
Are you looking for a new challenge? Fancy helping us shape the future of motor insurance? Prima could be the place for you. Since 2015, we’ve been using our love of data and tech to rethink motor insurance and bring drivers a great experience at a great price. Our story began i…
Machine Learning Engineer
Company
Searchability®
Location
Scotland, United Kingdom
Posted
2 weeks ago
Apply badge
Actively Hiring
Seniority level
Associate
Junior / Mid-Level Machine Learning Engineer (Accepting Grads also) Location: Fully Remote, Scotland based candidates only Salary: Up to £50,000 Recruitment Partner: Searchability The Opportunity Searchability is working with a growing AI technology startup to recruit a Junior /…
Applied AI Engineer
Company
Nevis
Location
London, England, United Kingdom
Posted
10 months ago
Seniority level
Not Applicable
Employment type
Full-time
About Nevis Nevis is building the world’s first AI wealth management platform. In just 9 months, Nevis has grown to have over $50 billion of assets under management on its platform and is on track to have over $100 billion by the end of this year. Nevis is also backed by world l…

Input and raw JSON

The request body we sent. Long texts and lists in the result are shortened for this page.

{
  "searches": [
    {
      "keywords": "AI engineer",
      "location": "United Kingdom",
      "maxResultsPerSearch": 10
    }
  ]
}

{
  "jobId": "4431742271",
  "title": "Software / Machine Learning Engineer",
  "companyName": "Prima",
  "companyUrl": "https://it.linkedin.com/company/prima-assicurazioni?trk=public_jobs_jserp-result_job-search-card-subtitle",
  "location": "London, England, United Kingdom",
  "jobUrl": "https://uk.linkedin.com/jobs/view/software-machine-learning-engineer-at-prima-4431742271?position=1&pageNum=0&refId=Bec0BivJ3vivYkADbUgrvA%3D%3D&trackingId=ZnWDuZxykq%2FRTkxmtm8kfw%3D%3D",
  "postedAt": "2026-10-09",
  "postedAtText": "1 week ago",
  "applyBadge": "Actively Hiring",
  "description": "Are you looking for a new challenge?\n\nFancy helping us shape the future of motor insurance?\n\nPrima could be the place for you.\n\nSince 2015, we’ve been using our love of data and tech to rethink motor insurance and bring drivers a great experience at a great price. Our story began in Italy, where we’ve quickly become the number one online motor insurance provider. In fact, we’re trusted by over 5 million drivers. And now we’re expanding to help millions more drivers in the UK and Spain.\n\nTo help fuel that growth, we need a Software Engineer- Machine Learning to join our Engineering team.\n\nThis team is the beating heart of Prima.\n\nYou’ll be joining over +350 engineers across software developme…",
  "seniorityLevel": "Not Applicable",
  "employmentType": "Full-time",
  "industries": "Insurance",
  "searchKeywords": "AI engineer",
  "searchLocation": "United Kingdom",
  "scrapedAt": "2026-10-21T06:16:49.797Z"
}

The fields that matter

What to look at first.

Field	Why it matters here	In the sample
Titletitle	How employers name the role.	Software / Machine Learning Engineer
Seniority levelseniorityLevel	Entry vs senior demand.	Not Applicable
Industriesindustries	Which industries hire for it.	Insurance
Descriptiondescription	The skills and tools asked for.	Are you looking for a new challenge? Fancy helping us shape the futur…
Locationlocation	Where the demand is.	London, England, United Kingdom

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01Search the role or skill in the markets you compare.
02Pull enough postings to count: up to 200 per API run, several runs for more.
03Let your AI read the descriptions and count skills and levels.

Press “Run free” and the real result shows up here, exactly what your agent gets back.

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“Pull 200 AI engineer jobs in the UK and list the 15 most requested skills.”

“Compare entry-level vs senior data analyst postings in Germany and France.”

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Connect the tool to Claude, Cursor or any MCP client with your key and ask in plain words; your agent picks the tool by itself. Setup takes a minute: MCP guide. Prefer code? See the LinkedIn Jobs Scraper API.

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