Ashney Market Intelligence · 2 November 2026 Weekly

The State of Tech Hiring

Where the jobs are this week, read straight from 46,659 companies' own career pages.

Key findings
  1. 01

    The market is not quiet. 59,208 roles opened in the last seven days, and 190,258 in the last thirty.

  2. 02

    Engineering sets the floor. Sales is 17% of senior-tech openings.

  3. 03

    Hiring is concentrated. 40% of every tracked role is in United States, more than the next six markets together.

  4. 04

    Brazil moves fastest for its size. 64% of its open roles were posted in the last month, the highest churn of any large market.

01 · The market

A market in motion, not on pause

Ashney is tracking 398,709 open roles across 46,659 companies, counted by reading each employer's own career page rather than a job board. In the last seven days those companies opened 59,208 new roles. That is not a hiring freeze. It is a market that moves too fast to watch by hand.

Speed is the story underneath the volume. The median role closes 26 days after it appears, so by the time a listing reaches the large boards, much of its window is already gone.

398,709Open roles now
59,208Posted this week
26Median days open
02 · By function

Engineering sets the floor

Across the senior-tech functions Ashney classifies, Sales alone is 17% of open roles. Finance, Engineering and Marketing form a clear second tier; everything below is a specialist market in the low thousands.

Open roles, by function Open nowPosted last 30 days
69,036
52,590
40,221
29,162
22,799
19,363
16,867
16,812
16,189
SalesFinanceSoftware EngineerMarketingIT / InfraData / MLOperationsCustomer SupportAnalyst

Operations roles are the freshest, 57% posted in the last 30 days. People, Legal, Project Management, Security, Solutions Engineering, Product, Customer Success, QA, Delivery, Recruiting, Engineering Management, Design, TPM, PMM, Product Ops and DevRel add 119,453 more.

What each role asks for

The technology and the industries each role's postings name most, across every region, by Ask Rate, the share of open roles that ask for each.

Sales

65,547 roles read
Technology
  • CRM21%
  • Salesforce16%
  • AI and machine learning5%
  • HubSpot3%
  • LinkedIn Ads2%
Industries
  • SaaS9%
  • healthcare9%
  • pharmaceuticals5%
Read the Sales report →

Finance & Accounting

51,151 roles read
Technology
  • SAP13%
  • Power BI8%
  • ERP7%
  • AI and machine learning5%
  • Oracle5%
Industries
  • financial services5%
  • banking5%
  • manufacturing4%
Read the Finance report →

Software Engineer

37,665 roles read
Technology
  • Python36%
  • Java28%
  • AWS24%
  • REST APIs23%
  • AI and machine learning22%
Industries
  • financial services3%
  • SaaS3%
  • healthcare3%
Read the Engineering report →

Marketing

27,762 roles read
Technology
  • AI and machine learning11%
  • CRM11%
  • TikTok9%
  • LinkedIn Ads8%
  • Meta Ads8%
Industries
  • e-commerce8%
  • healthcare6%
  • advertising5%
Read the Marketing report →

IT & Infrastructure

21,838 roles read
Technology
  • Python31%
  • Linux27%
  • AWS26%
  • Azure23%
  • Terraform23%
Industries
  • data centers4%
  • defense3%
  • telecommunications3%
Read the IT / Infra report →

Data & ML Engineer

18,370 roles read
Technology
  • Python67%
  • AI and machine learning59%
  • SQL43%
  • AWS24%
  • Azure20%
Industries
  • healthcare5%
  • financial services5%
  • pharmaceuticals3%
Read the Data / ML report →

Operations

16,242 roles read
Technology
  • AI and machine learning12%
  • SQL9%
  • Salesforce9%
  • Power BI8%
  • CRM8%
Industries
  • financial services6%
  • consulting6%
  • healthcare5%
Read the Operations report →

Customer Support

16,168 roles read
Technology
  • Microsoft Windows18%
  • CRM8%
  • ServiceNow6%
  • Salesforce6%
  • Active Directory6%
Industries
  • SaaS4%
  • healthcare4%
  • financial services4%
Read the Customer Support report →

Data Analyst

15,779 roles read
Technology
  • SQL42%
  • Power BI32%
  • Python26%
  • Tableau21%
  • AI and machine learning16%
Industries
  • financial services7%
  • healthcare7%
  • consulting5%
Read the Analytics report →

Source: Ashney Intelligence Engine, 2 November 2026.

03 · By region

One country, then everyone else

United States holds 161,462 open roles, 40% of everything tracked, more than Europe, India, United Kingdom, Rest of Asia-Pacific, Canada, Rest of Latin America added together. But raw size hides the tempo: Brazil posted 3,053 roles this month against 4,794 open, a churn near 64%, the fastest of any large market.

Open roles, by region Open nowPosted last 30 days
161,462
57,180
41,284
20,042
19,942
14,841
6,212
United StatesEuropeIndiaUnited KingdomRest of Asia-PacificCanadaRest of Latin America

Australia, Singapore, Mexico, Brazil, Japan, Remote, Ireland, UAE, South Korea and Israel add 35,787 roles; another 41,959 carry unspecified locations.

How we count

Ashney reads companies' own applicant-tracking systems directly, hourly, not job boards. A role counts as open until it disappears from the source, and posted uses the employer's own date. Counts exclude duplicate reposts and staffing-agency listings. The technology and industries come from the Ashney Intelligence Engine, which reads each posting in full and notes every skill it asks for; Ask Rate is the share of the roles read that ask for a skill, a role posted for many cities counting once. A role's own core practices, everyday office and work-tracking tools, soft skills and spoken languages are left out. Region reflects the location stated on the listing; roles with no normalized country are held out of the regional shares above.

Figures are a snapshot at publication. This report refreshes weekly; the Ashney app scores new roles for members hourly. Week-over-week movement arrows begin with next week's issue, once a second weekly snapshot is in. Sample this issue: 398,709 open roles across 46,659 active companies.

All markets

Every report Ashney publishes: one function, one region, read at the source.

Sales · US 26,448 open Finance · US 20,415 open Engineering · US 16,555 open Marketing · US 11,777 open Sales · Europe 9,888 open IT / Infra · US 9,875 open Data / ML · US 8,068 open Sales · India 7,867 open Finance · Europe 7,322 open Engineering · India 6,657 open Operations · US 6,341 open Legal · US 6,327 open Analytics · US 6,308 open People · US 6,102 open Security · US 5,961 open Product · US 5,641 open Engineering · Europe 5,624 open Customer Support · US 5,207 open Project Management · US 4,769 open Finance · India 4,646 open Solutions Engineering · US 4,521 open Marketing · Europe 4,479 open Sales · Rest of Asia-Pacific 3,958 open Sales · UK 3,501 open Customer Success · US 3,486 open Finance · Rest of Asia-Pacific 3,303 open IT / Infra · India 3,169 open IT / Infra · Europe 3,011 open Data / ML · India 2,922 open Data / ML · Europe 2,841 open Recruiting · US 2,724 open Customer Support · Europe 2,607 open People · Europe 2,374 open Project Management · Europe 2,334 open Finance · UK 2,333 open Engineering Management · US 2,300 open Operations · Europe 2,217 open QA · US 2,154 open Sales · Canada 2,126 open Analytics · Europe 2,125 open Legal · Europe 2,079 open Finance · Canada 2,071 open Delivery · US 2,025 open Solutions Engineering · Europe 1,956 open TPM · US 1,947 open Design · US 1,945 open Marketing · UK 1,936 open Analytics · India 1,888 open Engineering · Canada 1,825 open QA · India 1,736 open Marketing · Rest of Asia-Pacific 1,696 open Customer Support · India 1,682 open Engineering · UK 1,638 open Security · Europe 1,577 open Operations · India 1,549 open Customer Support · Rest of Asia-Pacific 1,467 open Product · Europe 1,392 open Security · India 1,383 open Marketing · India 1,338 open Engineering · Rest of Asia-Pacific 1,328 open Solutions Engineering · India 1,231 open Sales · Australia 1,190 open People · India 1,147 open Sales · Brazil 1,145 open Marketing · Canada 1,121 open Sales · Japan 1,111 open Operations · Rest of Asia-Pacific 1,093 open PMM · US 1,048 open QA · Europe 1,030 open Customer Success · Europe 1,029 open Delivery · India 991 open Product · India 970 open Data / ML · UK 968 open Sales · Rest of Latin America 959 open Legal · UK 958 open Project Management · India 951 open Sales · Mexico 906 open Finance · Mexico 904 open Delivery · Europe 893 open Sales · Singapore 884 open People · Rest of Asia-Pacific 879 open Recruiting · Europe 843 open Finance · Rest of Latin America 814 open Finance · Singapore 814 open IT / Infra · UK 810 open Analytics · Canada 804 open Analytics · Rest of Asia-Pacific 774 open Solutions Engineering · UK 765 open Analytics · UK 764 open Operations · UK 763 open People · UK 756 open Customer Support · Canada 722 open IT / Infra · Rest of Asia-Pacific 708 open IT / Infra · Canada 706 open Finance · Australia 684 open Data / ML · Canada 676 open Product · UK 673 open Design · Europe 650 open Customer Support · UK 627 open Engineering Management · India 624 open Customer Success · UK 618 open Project Management · UK 615 open Engineering · Rest of Latin America 609 open Project Management · Rest of Asia-Pacific 608 open Sales · Remote 607 open Engineering Management · Europe 593 open Project Management · Canada 553 open Security · UK 548 open Marketing · Rest of Latin America 544 open Finance · Brazil 540 open Data / ML · Rest of Asia-Pacific 527 open People · Canada 519 open Sales · UAE 514 open Legal · India 508 open Engineering · Brazil 507 open Solutions Engineering · Rest of Asia-Pacific 506 open Legal · Rest of Asia-Pacific 496 open Delivery · UK 488 open Marketing · Australia 487 open Operations · Canada 480 open Sales · Ireland 473 open Solutions Engineering · Canada 467 open Recruiting · India 464 open Marketing · Singapore 449 open Engineering · Remote 443 open Engineering · Mexico 438 open Engineering · Singapore 429 open Finance · Ireland 426 open Product · Canada 422 open Product · Rest of Asia-Pacific 418 open Data / ML · Singapore 390 open Customer Success · India 386 open IT / Infra · Australia 381 open Marketing · Remote 377 open Customer Support · Rest of Latin America 377 open Delivery · Rest of Asia-Pacific 373 open Operations · Rest of Latin America 372 open QA · Rest of Asia-Pacific 367 open Security · Canada 363 open Security · Rest of Asia-Pacific 361 open Design · India 360 open Legal · Canada 356 open Analytics · Rest of Latin America 355 open Customer Support · Mexico 353 open Marketing · Mexico 349 open Design · UK 347 open Marketing · Japan 347 open Engineering · Australia 345 open Customer Success · Rest of Asia-Pacific 336 open Sales · South Korea 336 open Customer Success · Canada 333 open Customer Support · Australia 323 open Operations · Brazil 320 open Operations · Singapore 319 open IT / Infra · Rest of Latin America 317 open Marketing · Brazil 317 open Recruiting · Rest of Asia-Pacific 313 open People · Mexico 300 open Operations · Mexico 293 open Legal · Australia 287 open Engineering Management · UK 284 open Analytics · Brazil 281 open Engineering · Israel 281 open People · Australia 278 open Operations · Japan 277 open Data / ML · Rest of Latin America 277 open IT / Infra · Singapore 276 open Solutions Engineering · Japan 274 open Analytics · Mexico 274 open IT / Infra · Mexico 270 open Engineering · Ireland 265 open QA · Canada 265 open Delivery · Canada 261 open Finance · UAE 261 open Recruiting · UK 260 open Finance · Japan 259 open Marketing · UAE 247 open Analytics · Singapore 237 open TPM · India 234 open Engineering Management · Canada 233 open Recruiting · Canada 230 open Project Management · Rest of Latin America 228 open Solutions Engineering · Australia 224 open Data / ML · Mexico 224 open Finance · Remote 221 open Data / ML · Brazil 216 open People · Rest of Latin America 216 open Security · Singapore 216 open Design · Rest of Asia-Pacific 212 open Security · Australia 208 open Solutions Engineering · Singapore 208 open IT / Infra · Brazil 204 open Analytics · Australia 201 open People · Singapore 200 open Project Management · Australia 200 open Project Management · Mexico 198 open Data / ML · Remote 195 open PMM · Europe 195 open Design · Canada 192 open Operations · Australia 191 open Product · Singapore 191 open Customer Support · Brazil 191 open Data / ML · Australia 188 open QA · UK 184 open TPM · Europe 184 open Project Management · Japan 180 open Customer Success · Australia 177 open Legal · Singapore 175 open IT / Infra · Remote 164 open People · Brazil 158 open Delivery · Australia 154 open IT / Infra · Ireland 154 open Legal · Rest of Latin America 154 open Engineering · Japan 151 open Product Ops · US 150 open Customer Support · Japan 149 open Security · Rest of Latin America 148 open Customer Success · Rest of Latin America 147 open Solutions Engineering · Rest of Latin America 146 open IT / Infra · Japan 146 open Project Management · Singapore 136 open People · Japan 135 open Project Management · Brazil 134 open Customer Support · Singapore 133 open Customer Support · Remote 133 open Customer Success · Mexico 131 open Engineering Management · Rest of Asia-Pacific 128 open Solutions Engineering · Brazil 127 open Marketing · South Korea 123 open Analytics · Remote 122 open Product · Remote 120 open Solutions Engineering · Mexico 118 open Customer Success · Brazil 117 open Customer Success · Japan 117 open Recruiting · Rest of Latin America 116 open Finance · South Korea 114 open QA · Rest of Latin America 113 open Project Management · Remote 113 open TPM · UK 112 open Customer Success · Singapore 112 open DevRel · US 112 open Marketing · Ireland 110 open Product · Australia 109 open Delivery · Singapore 109 open Legal · Mexico 109 open Operations · Ireland 107 open Customer Support · Ireland 106 open Operations · Remote 104 open Solutions Engineering · South Korea 102 open Legal · Japan 102 open Product · Brazil 102 open Customer Success · Remote 101 open Design · Rest of Latin America 100 open Legal · Brazil 100 open

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