Ava Labs, Inc.
Hiring intelligence you can act on
See which roles are heating up, where local jobs pay best, and which skills are gaining value after accounting for job mix—not just raw salary averages.
Complete through 2026-09-28 · Daily hiring activity · Weekly compensation · Historical exchange rates
Market scope
Pick one role family and history window. All figures below follow that selection.
Currently actionable roles in this selection
Distinct employers with an open role
+684.2% vs the previous 7 days
7-day median vs preceding 28 days · 0.0% points vs market
What the top 10% of open jobs pay
We take current jobs with a listed salary, convert each one to monthly USD, and recalculate the highest-paid 10% for the work mode and location you choose. Remote includes only jobs that can be worked worldwide without a location, residency, timezone, or office requirement. Salary ranges wider than $200K after currency conversion are excluded. Every job below is open now.
What appears most often in the top 10%
Bar length is the number of top-paying jobs. The pay figure is the median within each group. Select a row to browse its jobs.
Highest listed salaries
Showing 2 of 2 current top-decile jobs.
Market hiring activity
Open roles and hiring employers are current inventory. New postings are counted when a job first enters the corpus.
Opportunity map
Tile size shows open jobs. Color shows 7-day open-inventory change relative to the overall market.
Job category map
Select a category to open its full market analysis.
Local pay geography
Country estimates use onsite and hybrid listings. Remote roles stay separate so high-cost local markets cannot distort the remote benchmark. Sparse countries use a clearly labelled continent fallback.
Remote benchmark
$14.1K/mo$10K/mo – $17.5K/mo middle 50%
3660 open jobs at 699 hiring companies
Local benchmark
$15.3K/mo$10.4K/mo – $19.8K/mo middle 50%
10184 open jobs at 732 hiring companies
5730 open onsite · 4514 open hybrid
Listed compensation by seniority
Median and middle 50% of USD-converted monthly compensation. Statistical salary history includes open and offline jobs.
| Country market | Open jobs | Hiring companies | Median | Middle 50% | Salary evidence | Salary basis | Active onsite / hybrid |
|---|---|---|---|---|---|---|---|
| United States | 5990 | 439 | $15.9K/mo | $11.8K/mo – $20K/mo | 8044 salaries / 407 employers | Country estimate | 3310 / 2711 |
| United Kingdom | 733 | 132 | $13.1K/mo | $6.2K/mo – $23.7K/mo | 248 salaries / 44 employers | Country estimate | 358 / 379 |
| Singapore | 268 | 59 | $12.4K/mo | $5.9K/mo – $15.9K/mo | 28 salaries / 11 employers | Country estimate | 215 / 53 |
| Japan | 213 | 34 | $4.3K/mo | $3.4K/mo – $6.5K/mo | 70 salaries / 15 employers | Country estimate | 106 / 112 |
| Germany | 210 | 44 | $10.9K/mo | $8.1K/mo – $16.9K/mo | 48 salaries / 16 employers | Country estimate | 104 / 107 |
| France | 199 | 40 | $6.2K/mo | $2.7K/mo – $9.2K/mo | 75 salaries / 17 employers | Country estimate | 79 / 120 |
| India | 175 | 48 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 30 salaries / 9 employers | Asia fallback | 83 / 94 |
| Canada | 152 | 38 | $10.2K/mo | $7.1K/mo – $13.1K/mo | 223 salaries / 43 employers | Country estimate | 66 / 86 |
| South Korea | 151 | 24 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 4 salaries / 2 employers | Asia fallback | 121 / 31 |
| The Netherlands | 131 | 23 | $6.6K/mo | $3.9K/mo – $7.5K/mo | 22 salaries / 10 employers | Country estimate | 105 / 26 |
| Hong Kong | 123 | 19 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 1 salaries / 1 employers | Asia fallback | 114 / 9 |
| Switzerland | 102 | 17 | $8.1K/mo | $4.6K/mo – $14K/mo | 41 salaries / 5 employers | Europe fallback | 83 / 20 |
| Brazil | 85 | 27 | Insufficient evidence | — | 15 salaries / 5 employers | Building country evidence | 35 / 50 |
| Australia | 84 | 27 | Insufficient evidence | — | 16 salaries / 7 employers | Building country evidence | 53 / 31 |
| China | 69 | 14 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 3 salaries / 1 employers | Asia fallback | 66 / 4 |
| Ireland | 56 | 15 | $8.1K/mo | $4.6K/mo – $14K/mo | 30 salaries / 9 employers | Europe fallback | 29 / 28 |
| Sweden | 55 | 8 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 50 / 5 |
| Israel | 54 | 19 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 33 / 21 |
| Philippines | 51 | 4 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 1 salaries / 1 employers | Asia fallback | 48 / 3 |
| Poland | 51 | 18 | $8.1K/mo | $4.6K/mo – $14K/mo | 24 salaries / 9 employers | Europe fallback | 17 / 35 |
| Malaysia | 48 | 15 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 3 salaries / 1 employers | Asia fallback | 29 / 19 |
| United Arab Emirates | 40 | 23 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 5 salaries / 2 employers | Asia fallback | 22 / 19 |
| Mexico | 39 | 12 | $15.6K/mo | $11.7K/mo – $20K/mo | 3 salaries / 2 employers | North America fallback | 29 / 10 |
| Serbia | 30 | 10 | $8.1K/mo | $4.6K/mo – $14K/mo | 7 salaries / 4 employers | Europe fallback | 23 / 7 |
| Finland | 28 | 4 | $8.1K/mo | $4.6K/mo – $14K/mo | 1 salaries / 1 employers | Europe fallback | 2 / 26 |
| Spain | 28 | 15 | $8.1K/mo | $4.6K/mo – $14K/mo | 25 salaries / 6 employers | Europe fallback | 12 / 16 |
| Norway | 27 | 2 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 26 / 1 |
| Taiwan | 26 | 11 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 22 salaries / 5 employers | Asia fallback | 13 / 13 |
| Czechia | 19 | 8 | $8.1K/mo | $4.6K/mo – $14K/mo | 16 salaries / 4 employers | Europe fallback | 8 / 13 |
| Vietnam | 19 | 9 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 2 salaries / 2 employers | Asia fallback | 13 / 6 |
| Azerbaijan | 18 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 18 / 0 |
| Luxembourg | 18 | 10 | $8.1K/mo | $4.6K/mo – $14K/mo | 8 salaries / 4 employers | Europe fallback | 3 / 15 |
| Portugal | 18 | 9 | $8.1K/mo | $4.6K/mo – $14K/mo | 1 salaries / 1 employers | Europe fallback | 15 / 3 |
| Austria | 16 | 2 | $8.1K/mo | $4.6K/mo – $14K/mo | 18 salaries / 3 employers | Europe fallback | 2 / 14 |
| Lithuania | 15 | 6 | $8.1K/mo | $4.6K/mo – $14K/mo | 41 salaries / 8 employers | Europe fallback | 7 / 8 |
| Cyprus | 14 | 7 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 6 salaries / 2 employers | Asia fallback | 10 / 4 |
| Ivory Coast | 13 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 13 / 0 |
| Italy | 12 | 8 | $8.1K/mo | $4.6K/mo – $14K/mo | 8 salaries / 5 employers | Europe fallback | 9 / 5 |
| Argentina | 11 | 6 | Insufficient evidence | — | 3 salaries / 2 employers | Building country evidence | 5 / 6 |
| Democratic Republic of the Congo | 11 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 11 / 0 |
| Romania | 11 | 4 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 1 / 10 |
| Thailand | 11 | 5 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 1 salaries / 1 employers | Asia fallback | 11 / 0 |
| Bulgaria | 10 | 4 | $8.1K/mo | $4.6K/mo – $14K/mo | 12 salaries / 3 employers | Europe fallback | 3 / 7 |
| Malta | 10 | 5 | $8.1K/mo | $4.6K/mo – $14K/mo | 3 salaries / 2 employers | Europe fallback | 4 / 6 |
| Denmark | 9 | 2 | $8.1K/mo | $4.6K/mo – $14K/mo | 1 salaries / 1 employers | Europe fallback | 6 / 3 |
| South Africa | 9 | 3 | Insufficient evidence | — | 2 salaries / 2 employers | Building country evidence | 7 / 2 |
| Niger | 8 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 8 / 0 |
| Cameroon | 7 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 7 / 0 |
| Colombia | 7 | 2 | Insufficient evidence | — | 1 salaries / 1 employers | Building country evidence | 5 / 2 |
| Nigeria | 7 | 3 | Insufficient evidence | — | 1 salaries / 1 employers | Building country evidence | 0 / 7 |
| Senegal | 7 | 2 | Insufficient evidence | — | 2 salaries / 2 employers | Building country evidence | 7 / 0 |
| Belgium | 6 | 4 | $8.1K/mo | $4.6K/mo – $14K/mo | 3 salaries / 1 employers | Europe fallback | 4 / 2 |
| Indonesia | 6 | 5 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 5 / 1 |
| Gambia | 5 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 5 / 0 |
| Georgia | 5 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 0 / 5 |
| Greece | 5 | 3 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 1 / 4 |
| Hungary | 5 | 1 | $8.1K/mo | $4.6K/mo – $14K/mo | 5 salaries / 1 employers | Europe fallback | 0 / 5 |
| Latvia | 5 | 2 | $8.1K/mo | $4.6K/mo – $14K/mo | 7 salaries / 2 employers | Europe fallback | 3 / 2 |
| Sierra Leone | 5 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 5 / 0 |
| Mali | 4 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 4 / 0 |
| Ukraine | 4 | 1 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 4 / 0 |
| Iceland | 3 | 2 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 3 / 0 |
| Nepal | 3 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 3 / 0 |
| Gibraltar | 2 | 2 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 1 / 1 |
| Guinea | 2 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 2 / 0 |
| Laos | 2 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 2 salaries / 1 employers | Asia fallback | 2 / 0 |
| Malawi | 2 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 2 / 0 |
| New Zealand | 2 | 2 | Insufficient evidence | — | 1 salaries / 1 employers | Building country evidence | 0 / 2 |
| Peru | 2 | 2 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 1 / 1 |
| Qatar | 2 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 2 / 0 |
| Russia | 2 | 1 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 2 / 0 |
| Saudi Arabia | 2 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 0 / 2 |
| Slovakia | 2 | 1 | $8.1K/mo | $4.6K/mo – $14K/mo | 2 salaries / 1 employers | Europe fallback | 2 / 1 |
| Slovenia | 2 | 1 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 0 / 2 |
| Uganda | 2 | 2 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 1 / 1 |
| Bangladesh | 1 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 0 / 1 |
| Belarus | 1 | 1 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 1 / 0 |
| Bhutan | 1 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 1 / 0 |
| Burkina Faso | 1 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 1 / 0 |
| Chile | 1 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 0 / 1 |
| Comoros | 1 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 1 / 0 |
| El Salvador | 1 | 1 | $15.6K/mo | $11.7K/mo – $20K/mo | 0 salaries / 0 employers | North America fallback | 0 / 1 |
| Ethiopia | 1 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 1 / 0 |
| Liechtenstein | 1 | 1 | $8.1K/mo | $4.6K/mo – $14K/mo | 0 salaries / 0 employers | Europe fallback | 0 / 1 |
| Mauritius | 1 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 1 / 0 |
| Reunion | 1 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 1 / 0 |
| Rwanda | 1 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 0 / 1 |
| Seychelles | 1 | 1 | Insufficient evidence | — | 0 salaries / 0 employers | Building country evidence | 1 / 0 |
| Sri Lanka | 1 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 0 / 1 |
| Turkey | 1 | 1 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 0 salaries / 0 employers | Asia fallback | 0 / 1 |
| Dominica | 0 | 0 | $15.6K/mo | $11.7K/mo – $20K/mo | 1 salaries / 1 employers | North America fallback | 0 / 0 |
| Dominican Republic | 0 | 0 | $15.6K/mo | $11.7K/mo – $20K/mo | 1 salaries / 1 employers | North America fallback | 0 / 0 |
| Estonia | 0 | 0 | $8.1K/mo | $4.6K/mo – $14K/mo | 2 salaries / 1 employers | Europe fallback | 0 / 0 |
| Gabon | 0 | 0 | Insufficient evidence | — | 2 salaries / 1 employers | Building country evidence | 0 / 0 |
| Kazakhstan | 0 | 0 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 3 salaries / 1 employers | Asia fallback | 0 / 0 |
| Morocco | 0 | 0 | Insufficient evidence | — | 1 salaries / 1 employers | Building country evidence | 0 / 0 |
| Paraguay | 0 | 0 | Insufficient evidence | — | 2 salaries / 1 employers | Building country evidence | 0 / 0 |
| Puerto Rico | 0 | 0 | $15.6K/mo | $11.7K/mo – $20K/mo | 2 salaries / 1 employers | North America fallback | 0 / 0 |
| Turkmenistan | 0 | 0 | $4.4K/mo | $2.6K/mo – $7.7K/mo | 3 salaries / 1 employers | Asia fallback | 0 / 0 |
Open jobs and hiring companies are current. Salary distributions use the selected lookback and stay hidden below 10 salaries or 5 distinct employers. City and state jobs inherit their canonical country. The map uses country salaries first and only falls back to a continent estimate for an active country with sparse salary evidence.
What skills are worth now
Only skills with publishable compensation evidence are shown. Salary statistics use open and historical closed listings; open job counts remain current.
| Skill | Monthly pay | Middle 50% | Open jobs | Hiring employers | Evidence | Explore |
|---|---|---|---|---|---|---|
| social media | $10K/mo | $5.5K/mo – $15.3K/mo | 222 | 161 | 26 salaries20 employers | Browse jobs |
| English | $6.9K/mo | $5.5K/mo – $10.6K/mo | 937 | 238 | 69 salaries26 employers | Browse jobs |
| data center | $16.3K/mo | $12.5K/mo – $18.8K/mo | 306 | 39 | 33 salaries10 employers | Browse jobs |
| account planning | $14.6K/mo | $12.5K/mo – $25.1K/mo | 113 | 49 | 28 salaries19 employers | Browse jobs |
| prospecting | $17.3K/mo | $10.9K/mo – $23.7K/mo | 376 | 142 | 80 salaries33 employers | Browse jobs |
| ArgoCD | $12.9K/mo | $9.7K/mo – $18.3K/mo | 93 | 60 | 20 salaries13 employers | Browse jobs |
| REST | $10.3K/mo | $7.7K/mo – $13.9K/mo | 264 | 139 | 29 salaries21 employers | Browse jobs |
| presentation | $13.5K/mo | $10.8K/mo – $18K/mo | 287 | 153 | 52 salaries28 employers | Browse jobs |
| Golang | $15.5K/mo | $9.8K/mo – $18K/mo | 154 | 83 | 24 salaries13 employers | Browse jobs |
| AML | $9.7K/mo | $5.5K/mo – $14.6K/mo | 415 | 156 | 74 salaries27 employers | Browse jobs |
| consultative selling | $14.2K/mo | $12.2K/mo – $21.1K/mo | 69 | 32 | 23 salaries12 employers | Browse jobs |
| statistics | $16.5K/mo | $12.6K/mo – $21.3K/mo | 235 | 118 | 34 salaries19 employers | Browse jobs |
| authentication | $17.1K/mo | $13.8K/mo – $20.6K/mo | 257 | 127 | 23 salaries20 employers | Browse jobs |
| market research | $15K/mo | $8.8K/mo – $18.2K/mo | 194 | 133 | 21 salaries20 employers | Browse jobs |
| change management | $12.7K/mo | $10.4K/mo – $16K/mo | 202 | 96 | 29 salaries19 employers | Browse jobs |
| growth | $15.3K/mo | $6.7K/mo – $18.8K/mo | 207 | 123 | 21 salaries18 employers | Browse jobs |
| microservice | $11.5K/mo | $8.6K/mo – $16.8K/mo | 211 | 99 | 28 salaries14 employers | Browse jobs |
| TensorFlow | $23.3K/mo | $17.1K/mo – $23.8K/mo | 225 | 96 | 23 salaries16 employers | Browse jobs |
| business intelligence | $16K/mo | $12.5K/mo – $18.9K/mo | 84 | 63 | 28 salaries18 employers | Browse jobs |
| enterprise sales | $17.9K/mo | $13.3K/mo – $23.9K/mo | 353 | 132 | 92 salaries39 employers | Browse jobs |
| deployment | $16.7K/mo | $13.2K/mo – $18.8K/mo | 313 | 153 | 24 salaries19 employers | Browse jobs |
| Kafka | $12.5K/mo | $9.7K/mo – $15.9K/mo | 322 | 140 | 42 salaries28 employers | Browse jobs |
| program management | $15.8K/mo | $12.1K/mo – $17.9K/mo | 339 | 123 | 41 salaries30 employers | Browse jobs |
| GitHub Actions | $14K/mo | $8.1K/mo – $16.5K/mo | 195 | 117 | 33 salaries20 employers | Browse jobs |
| payments | $12.9K/mo | $9.2K/mo – $19.4K/mo | 421 | 120 | 43 salaries18 employers | Browse jobs |
| generative AI | $16K/mo | $12.1K/mo – $19.8K/mo | 188 | 81 | 31 salaries18 employers | Browse jobs |
| S3 | $16.3K/mo | $12.7K/mo – $20.2K/mo | 83 | 56 | 21 salaries16 employers | Browse jobs |
Showing 27 skills with publishable compensation: at least 20 salary listings from 10 employers.
