Job Aging
How long have open roles been sitting? Across 132 companies and 53,270 active listings.
⚠TalNexis began collecting data on March 10, 2026. Job ages are measured from the first time we saw each role, so roles that were already open before that date will appear younger than they actually are. The older the role truly is, the more this understates its age.
43%
Fresh
< 30 days · 23,046 roles
30%
Lingering
30–90 days · 15,918 roles
19%
Stale
90–180 days · 10,147 roles
7%
Aged
180+ days · 3,937 roles
By Category
Which job types sit open the longest — sorted by % Aged
| Category | Fresh <30d | Lingering 30–90d | Stale 90–180d | Aged 180d+ | Roles |
|---|---|---|---|---|---|
| Forward Deployed Eng | 23% | 27% | 27% | 23% | 584 |
| Enterprise Sales | 30% | 35% | 17% | 18% | 2,682 |
| AI / ML | 26% | 34% | 22% | 17% | 1,451 |
| Solution Eng | 31% | 34% | 20% | 15% | 667 |
| Design & UX | 31% | 30% | 24% | 15% | 182 |
| Public Sector | 30% | 37% | 18% | 14% | 1,235 |
| Product Eng | 30% | 30% | 26% | 14% | 5,324 |
| Prof. Services | 30% | 37% | 19% | 14% | 210 |
| Trust & Safety | 17% | 58% | 11% | 13% | 53 |
| Dev Platform | 29% | 31% | 27% | 13% | 679 |
| Security | 32% | 38% | 18% | 13% | 559 |
| Cloud Infra | 26% | 44% | 18% | 12% | 305 |
| Data Infra | 36% | 33% | 20% | 10% | 444 |
| Dev Ecosystem | 36% | 43% | 10% | 9% | 308 |
| SMB Sales | 35% | 37% | 18% | 9% | 630 |
| Ads / Monetization | 35% | 37% | 19% | 9% | 279 |
| IT & Support | 37% | 32% | 23% | 9% | 172 |
| Hardware | 26% | 40% | 25% | 9% | 1,202 |
| Payments | 48% | 31% | 12% | 8% | 309 |
| Partnerships | 35% | 40% | 17% | 8% | 1,081 |
| HR / Recruiting | 51% | 26% | 15% | 8% | 342 |
| Marketing | 39% | 36% | 16% | 7% | 751 |
| Network Eng | 29% | 45% | 20% | 7% | 56 |
| Legal | 36% | 33% | 24% | 7% | 141 |
| Customer Success | 41% | 37% | 14% | 7% | 1,102 |
| Operations | 51% | 26% | 16% | 7% | 2,179 |
| Analytics & BI | 42% | 28% | 24% | 7% | 122 |
| Compliance | 37% | 39% | 17% | 6% | 1,856 |
| International | 40% | 39% | 15% | 6% | 181 |
| Finance | 42% | 33% | 20% | 5% | 723 |
| Supply Chain | 51% | 28% | 16% | 4% | 1,860 |
| Infra Build | 35% | 32% | 28% | 4% | 243 |
| Sustainability | 39% | 44% | 14% | 1% | 243 |
Categories with 10+ active roles
By Company
Sorted by % Aged — companies with the oldest open roles first
| Company | Fresh <30d | Lingering 30–90d | Stale 90–180d | Aged 180d+ | Roles |
|---|---|---|---|---|---|
| Google DeepMind | — | — | 11% | 89% | 9 |
| Plaid | — | — | 14% | 86% | 92 |
| Eyeline Studios | — | — | 14% | 86% | 92 |
| Cerebras Systems | — | — | 33% | 67% | 99 |
| 100ms | 25% | 13% | — | 63% | 8 |
| Mistral AI | — | — | 40% | 60% | 168 |
| Palantir | 8% | 13% | 24% | 55% | 311 |
| Level AI | — | 21% | 26% | 53% | 19 |
| Replit | 16% | 30% | 13% | 41% | 69 |
| Postman | — | 24% | 36% | 38% | 58 |
| Intercom | 19% | 26% | 18% | 37% | 105 |
| Scale AI | 13% | 30% | 21% | 36% | 184 |
| Ramp | 21% | 25% | 21% | 33% | 165 |
| Databricks | 20% | 28% | 18% | 32% | 896 |
| Figma | 24% | 28% | 16% | 30% | 151 |
| Glean | 19% | 30% | 21% | 30% | 134 |
| Datadog | 26% | 29% | 17% | 28% | 435 |
| Verkada | 19% | 33% | 20% | 27% | 308 |
| Cursor | 20% | 25% | 28% | 27% | 135 |
| Webflow | 26% | 30% | 17% | 26% | 23 |
| OpenAI | 24% | 31% | 20% | 25% | 808 |
| Perplexity | 20% | 31% | 25% | 23% | 134 |
| Brex | 31% | 30% | 15% | 23% | 273 |
| Via | 29% | 24% | 24% | 21% | 169 |
| Saviynt | 21% | 20% | 38% | 21% | 71 |
| Wiz | 30% | 30% | 19% | 21% | 125 |
| Anyscale | 15% | 30% | 35% | 20% | 20 |
| xAI | 28% | 35% | 16% | 20% | 307 |
| Vanta | 23% | 43% | 14% | 19% | 83 |
| Together AI | 26% | 28% | 26% | 19% | 80 |
| MongoDB | 31% | 35% | 14% | 18% | 395 |
| Navan | 23% | 40% | 19% | 18% | 203 |
| ElevenLabs | 33% | 31% | 17% | 17% | 132 |
| Anthropic | 26% | 39% | 17% | 17% | 646 |
| Anduril Industries | 33% | 30% | 19% | 17% | 2,493 |
| CoreWeave | 29% | 33% | 20% | 16% | 309 |
| CockroachDB | 21% | 53% | 5% | 16% | 19 |
| Harvey | 31% | 30% | 23% | 16% | 349 |
| ClickUp | 17% | 17% | 50% | 15% | 46 |
| AlphaSense | 42% | 28% | 15% | 15% | 192 |
| GoTo Group | 37% | 24% | 24% | 15% | 41 |
| Broadridge | 41% | 30% | 14% | 14% | 306 |
| PagerDuty | 35% | 47% | 4% | 14% | 51 |
| Algolia | 46% | 27% | 14% | 14% | 37 |
| Samsara | 30% | 34% | 22% | 13% | 238 |
| Carta | 35% | 40% | 13% | 13% | 72 |
| Cloudflare | 34% | 40% | 12% | 12% | 434 |
| Salesforce | 40% | 30% | 17% | 12% | 1,524 |
| Ciena | 39% | 30% | 20% | 11% | 151 |
| Nvidia | 30% | 45% | 13% | 11% | 1,999 |
| Shield AI | 33% | 34% | 22% | 11% | 500 |
| Stripe | 37% | 38% | 14% | 11% | 721 |
| Rubrik | 37% | 42% | 9% | 11% | 131 |
| Robinhood | 55% | 24% | 9% | 10% | 181 |
| Armada | 18% | 49% | 23% | 10% | 39 |
| Duolingo | 15% | 55% | 20% | 10% | 60 |
| Airbnb | 36% | 36% | 18% | 10% | 160 |
| 27% | 39% | 24% | 10% | 144 | |
| Snowflake | 30% | 37% | 23% | 9% | 360 |
| Notion | 21% | 52% | 17% | 9% | 130 |
| Zoom | 44% | 36% | 10% | 9% | 102 |
| Instacart | 44% | 38% | 9% | 9% | 117 |
| Okta | 47% | 30% | 14% | 8% | 380 |
| Adobe | 31% | 46% | 14% | 8% | 336 |
| Gusto | 36% | 34% | 21% | 8% | 99 |
| CrowdStrike | 39% | 37% | 15% | 8% | 350 |
| Abnormal Security | 46% | 38% | 8% | 8% | 91 |
| Toast | 40% | 32% | 21% | 7% | 317 |
| HighLevel | 55% | 29% | 9% | 7% | 97 |
| Workday | 41% | 37% | 15% | 7% | 388 |
| Achievers | 44% | 25% | 25% | 6% | 16 |
| Discord | 39% | 47% | 8% | 6% | 49 |
| CDW | 63% | 23% | 7% | 6% | 148 |
| Fastly | 40% | 36% | 18% | 6% | 50 |
| Asana | 42% | 28% | 24% | 6% | 102 |
| SpaceX | 21% | 42% | 31% | 6% | 2,741 |
| Latitude AI | 57% | 16% | 22% | 5% | 37 |
| Chainguard | 49% | 37% | 9% | 5% | 76 |
| Lyft | 35% | 48% | 12% | 5% | 186 |
| Twilio | 44% | 34% | 15% | 5% | 146 |
| Coinbase | 32% | 44% | 20% | 4% | 225 |
| Elastic | 34% | 51% | 11% | 4% | 403 |
| FIS | 53% | 31% | 11% | 4% | 547 |
| LaunchDarkly | 42% | 47% | 5% | 4% | 57 |
| Intel | 55% | 33% | 8% | 3% | 681 |
| Dropbox | 47% | 47% | 3% | 3% | 32 |
| Amplitude | 24% | 49% | 19% | 3% | 37 |
| Fiserv | 53% | 32% | 12% | 3% | 311 |
| Grafana Labs | 42% | 36% | 18% | 2% | 104 |
| GitLab | 43% | 46% | 10% | 1% | 221 |
| Block | 38% | 31% | 28% | 1% | 231 |
| CVS Health | 76% | 21% | 2% | — | 4,190 |
| Pfizer | 54% | 31% | 15% | — | 592 |
| Comcast | — | 64% | 36% | — | 570 |
| Chipotle | 59% | 39% | 2% | — | 199 |
| Regeneron | 44% | 36% | 20% | — | 565 |
| Chevron | 61% | 20% | 18% | — | 150 |
| Lennar | 48% | 36% | 15% | — | 307 |
| CF Industries | 31% | 40% | 29% | — | 58 |
| Cerebras Systems | 23% | 29% | 47% | — | 124 |
| Saronic | 18% | 26% | 56% | — | 210 |
| Caterpillar | 62% | 28% | 10% | — | 834 |
| CarMax | 15% | 17% | 67% | — | 1,117 |
| Broadcom | 38% | 36% | 26% | — | 384 |
| Bloom Energy | 20% | 28% | 51% | — | 170 |
| Stability AI | — | 67% | 33% | — | 6 |
| Target | 94% | 5% | 1% | — | 1,467 |
| AT&T | 66% | 28% | 5% | — | 524 |
| UPS | 63% | 15% | 23% | — | 1,952 |
| ASML | 38% | 32% | 29% | — | 662 |
| Verizon | 56% | 26% | 18% | — | 400 |
| Inflection AI | 17% | 17% | 67% | — | 6 |
| Vertex Pharmaceuticals | 41% | 43% | 15% | — | 307 |
| Visa | 45% | 31% | 23% | — | 810 |
| Walmart | 90% | 7% | 3% | — | 1,799 |
| Albemarle | 62% | 18% | 21% | — | 78 |
| Welocalize | 44% | 35% | 21% | — | 43 |
| Home Depot | 49% | 36% | 14% | — | 903 |
| Generac | 40% | 34% | 26% | — | 450 |
| Micron | 31% | 30% | 39% | — | 3,183 |
| GE Vernova | 45% | 34% | 21% | — | 2,145 |
| FedEx | 64% | 27% | 9% | — | 103 |
| Moderna | 42% | 27% | 29% | — | 258 |
| Mastercard | 49% | 32% | 18% | — | 1,092 |
| EQT Corporation | 52% | 38% | 10% | — | 52 |
| ONEOK | 64% | 20% | 16% | — | 88 |
| Disney | 41% | 32% | 27% | — | 524 |
| Occidental Petroleum | 37% | 17% | 41% | — | 46 |
| Lowe's | 98% | 2% | — | — | 232 |
| Diamondback Energy | 26% | 48% | 26% | — | 31 |
| PayPal | 69% | 20% | 11% | — | 321 |
| Permian Resources | 32% | 38% | 30% | — | 47 |
Companies with 5+ active roles · ages based on first time TalNexis saw each role