State of the crypto job market

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 2026-08-13 · Daily demand · Weekly compensation · Historical exchange rates

Market scope

Pick one role family and a history window. Every region uses the same salary color scale.

ClassificationHistory

Open jobs

4.8K

293 first observed on the latest day

Hiring companies

535

Distinct employers with an open role

Demand pulse

-4.0% vs market

7-day median versus the preceding 28-day baseline

Published salaries

7.8K

Filtered, deduplicated USD-converted observations

Opportunity map

Area represents current open jobs. Color shows demand change relative to the market, which prevents a bulk import from making every role look bullish.

Unusual moves

Broad roles moving differently from the overall market.

Partnerships113 open jobs+10.5% vs market Auditing38 open jobs-15.1% vs market Management63 open jobs-6.7% vs market Project Management75 open jobs-5.6% vs market Research45 open jobs-5.6% vs market

Local pay geography

Onsite and hybrid roles are grouped by continent; remote roles are kept separate so San Francisco and New York salaries cannot distort the remote benchmark. Countries inherit the continent estimate because country-level evidence is still sparse.

Remote benchmark

$14K/mo

$10K/mo – $17K/mo middle 50%

Local benchmark

$13.5K/mo

$8.8K/mo – $17.6K/mo middle 50%

1655 onsite · 1901 hybrid

Lower monthly payHigher monthly payFixed $3K–$20K monthly scale

Local market	Median	Middle 50%	Salaries	Employers	Onsite / hybrid
Africa	$7.8K/mo	$5.9K/mo – $10.1K/mo	15	7	5 / 10
Asia	$5.2K/mo	$2.8K/mo – $10.4K/mo	110	44	54 / 63
Europe	$6.7K/mo	$3.8K/mo – $9.5K/mo	239	79	90 / 159
North America	$14.3K/mo	$10.2K/mo – $17.9K/mo	2922	236	1372 / 1587
Oceania	$7.9K/mo	$4.7K/mo – $12.3K/mo	12	7	9 / 3
South America	$10.7K/mo	$4.7K/mo – $18.5K/mo	18	7	6 / 13

Skill alpha matrix

What skills are worth now

Raw pay is useful; adjusted repricing asks whether the same skill became more valuable after role, seniority, work mode, geography, and employer concentration are controlled.

Skill	Monthly pay	Adjusted repricing	Demand vs market	Open jobs	Evidence	Explore
LangGraph	Not enough salary data	Building evidence	+16.1% vs market	2013 employers	5 salaries3 employers	Jobs
smart contract	Not enough salary data	Building evidence	+2.2% vs market	9852 employers	6 salaries4 employers	Jobs
financial service	Not enough salary data	Building evidence	+14.7% vs market	3321 employers	7 salaries4 employers	Jobs
Inference	Not enough salary data	Building evidence	-15.2% vs market	2613 employers	6 salaries3 employers	Jobs
litigation	Not enough salary data	Building evidence	-8.5% vs market	1010 employers	5 salaries3 employers	Jobs
quota	Not enough salary data	Building evidence	+32.0% vs market	2813 employers	7 salaries5 employers	Jobs
CSAT	Not enough salary data	Building evidence	+72.0% vs market	139 employers	7 salaries6 employers	Jobs
Google Suite	Not enough salary data	Building evidence	+1.9% vs market	159 employers	7 salaries4 employers	Jobs
system	Not enough salary data	Building evidence	-0.6% vs market	108 employers	7 salaries3 employers	Jobs
configuration	$15.9K/mo	Building evidence	-46.0% vs market	2411 employers	13 salaries5 employers	Jobs
regulatory compliance	$10.7K/mo	Building evidence	-7.0% vs market	11755 employers	10 salaries6 employers	Jobs
cross-selling	Not enough salary data	Building evidence	+18.3% vs market	3925 employers	8 salaries6 employers	Jobs
HRIS	$14.3K/mo	Building evidence	+3.2% vs market	5328 employers	25 salaries13 employers	Jobs
contract	$15.8K/mo	Building evidence	+11.8% vs market	5340 employers	13 salaries11 employers	Jobs
quality assurance	Not enough salary data	Building evidence	-7.0% vs market	4433 employers	7 salaries6 employers	Jobs
copywriting	Not enough salary data	Building evidence	+17.4% vs market	4234 employers	8 salaries6 employers	Jobs
Notion	Not enough salary data	Building evidence	-5.9% vs market	3228 employers	8 salaries6 employers	Jobs
FX	Not enough salary data	Building evidence	-2.8% vs market	3519 employers	5 salaries4 employers	Jobs
Temporal	Not enough salary data	Building evidence	+4.0% vs market	1513 employers	7 salaries7 employers	Jobs
solutions engineering	Not enough salary data	Building evidence	+17.6% vs market	2016 employers	6 salaries4 employers	Jobs
data governance	$10.7K/mo	Building evidence	-8.7% vs market	4027 employers	14 salaries11 employers	Jobs
system architecture	Not enough salary data	Building evidence	+3.0% vs market	2217 employers	8 salaries6 employers	Jobs
Performance	$15.5K/mo	Building evidence	-3.2% vs market	9554 employers	14 salaries9 employers	Jobs
technical account management	Not enough salary data	Building evidence	-11.4% vs market	109 employers	6 salaries5 employers	Jobs
licensing	Not enough salary data	Building evidence	+5.9% vs market	5843 employers	7 salaries7 employers	Jobs
Attention to detail	Not enough salary data	Building evidence	-21.5% vs market	2217 employers	8 salaries5 employers	Jobs
FastAPI	Not enough salary data	Building evidence	-18.0% vs market	1612 employers	9 salaries5 employers	Jobs
animation	Not enough salary data	Building evidence	-16.0% vs market	119 employers	5 salaries5 employers	Jobs
node	Not enough salary data	Building evidence	-0.8% vs market	2421 employers	6 salaries4 employers	Jobs
GraphQL	$15K/mo	Building evidence	-0.8% vs market	3925 employers	12 salaries7 employers	Jobs
MiCA	$9.3K/mo	Building evidence	+9.0% vs market	3933 employers	10 salaries8 employers	Jobs
data warehouse	Not enough salary data	Building evidence	-8.4% vs market	2418 employers	5 salaries5 employers	Jobs
payroll	$10.8K/mo	Building evidence	+17.8% vs market	7135 employers	21 salaries9 employers	Jobs
dApp	Not enough salary data	Building evidence	+4.0% vs market	2210 employers	5 salaries3 employers	Jobs
benefits administration	Not enough salary data	Building evidence	+4.0% vs market	127 employers	5 salaries4 employers	Jobs
Databricks	$13.8K/mo	Building evidence	-1.8% vs market	4425 employers	11 salaries6 employers	Jobs
budget management	Not enough salary data	Building evidence	-11.9% vs market	3728 employers	7 salaries7 employers	Jobs
content creation	Not enough salary data	Building evidence	+4.0% vs market	3826 employers	8 salaries6 employers	Jobs
motion design	Not enough salary data	Building evidence	+4.0% vs market	1916 employers	5 salaries5 employers	Jobs
execution	Not enough salary data	Building evidence	+6.9% vs market	4232 employers	6 salaries4 employers	Jobs
influencer marketing	Not enough salary data	Building evidence	+10.6% vs market	2215 employers	8 salaries5 employers	Jobs
knowledge management	Not enough salary data	Building evidence	+18.3% vs market	1110 employers	6 salaries5 employers	Jobs
quality	Not enough salary data	Building evidence	+4.0% vs market	1313 employers	9 salaries7 employers	Jobs
EKS	Not enough salary data	Building evidence	+10.8% vs market	3124 employers	5 salaries4 employers	Jobs
controls	Not enough salary data	Building evidence	-6.0% vs market	2619 employers	9 salaries6 employers	Jobs
UI	Not enough salary data	Building evidence	+13.1% vs market	4031 employers	7 salaries6 employers	Jobs
Cloudflare	Not enough salary data	Building evidence	+9.0% vs market	1312 employers	8 salaries7 employers	Jobs
M&A	Not enough salary data	Building evidence	+5.0% vs market	4829 employers	8 salaries4 employers	Jobs
fraud prevention	$12.4K/mo	Building evidence	-1.0% vs market	4130 employers	10 salaries8 employers	Jobs
branding	Not enough salary data	Building evidence	+9.2% vs market	3127 employers	5 salaries3 employers	Jobs
financial analysis	$13.9K/mo	Building evidence	-3.0% vs market	5133 employers	12 salaries6 employers	Jobs
accounts payable	Not enough salary data	Building evidence	+9.2% vs market	3424 employers	8 salaries4 employers	Jobs
video	Not enough salary data	Building evidence	-11.2% vs market	1915 employers	8 salaries7 employers	Jobs
Workday	$10.8K/mo	Building evidence	+10.1% vs market	4421 employers	15 salaries9 employers	Jobs
FinCEN	Not enough salary data	Building evidence	+19.5% vs market	107 employers	5 salaries3 employers	Jobs
contract negotiation	Not enough salary data	Building evidence	-2.5% vs market	6038 employers	9 salaries6 employers	Jobs
accounting	$13.6K/mo	Building evidence	+10.1% vs market	20195 employers	39 salaries13 employers	Jobs
SSO	Not enough salary data	Building evidence	-6.0% vs market	2521 employers	6 salaries6 employers	Jobs
CLM	Not enough salary data	Building evidence	-21.0% vs market	54 employers	5 salaries4 employers	Jobs
Greenhouse	Not enough salary data	Building evidence	-21.3% vs market	1411 employers	7 salaries7 employers	Jobs
capacity planning	$14.6K/mo	Building evidence	-7.2% vs market	3321 employers	11 salaries11 employers	Jobs
treasury	$12.9K/mo	Building evidence	+8.9% vs market	9562 employers	16 salaries10 employers	Jobs
consultative selling	$12.7K/mo	Building evidence	+4.2% vs market	5121 employers	21 salaries9 employers	Jobs
generative AI	$14.7K/mo	Building evidence	-8.5% vs market	4826 employers	16 salaries11 employers	Jobs
Pulumi	Not enough salary data	Building evidence	+4.0% vs market	1914 employers	6 salaries6 employers	Jobs
financial reporting	$13.9K/mo	Building evidence	-6.9% vs market	8451 employers	12 salaries8 employers	Jobs
B2B	$14.6K/mo	Building evidence	+15.4% vs market	9051 employers	21 salaries16 employers	Jobs
Spanish	$7.8K/mo	Building evidence	+9.7% vs market	4026 employers	23 salaries8 employers	Jobs
WAF	Not enough salary data	Building evidence	+4.0% vs market	1712 employers	5 salaries5 employers	Jobs
cohort analysis	Not enough salary data	Building evidence	-5.5% vs market	108 employers	5 salaries5 employers	Jobs
customer relationship management	Not enough salary data	Building evidence	-13.0% vs market	98 employers	6 salaries5 employers	Jobs
ERP	$14.5K/mo	Building evidence	-4.7% vs market	8942 employers	25 salaries11 employers	Jobs
Marketo	Not enough salary data	Building evidence	-19.4% vs market	127 employers	7 salaries7 employers	Jobs
code	Not enough salary data	Building evidence	+4.0% vs market	99 employers	6 salaries5 employers	Jobs
lifecycle marketing	Not enough salary data	Building evidence	+18.8% vs market	2317 employers	7 salaries6 employers	Jobs
revenue operations	Not enough salary data	Building evidence	+6.9% vs market	1815 employers	7 salaries6 employers	Jobs
Customer retention	Not enough salary data	Building evidence	-7.1% vs market	129 employers	7 salaries6 employers	Jobs
BuildKite	Not enough salary data	Building evidence	+4.0% vs market	63 employers	7 salaries5 employers	Jobs
BI	Not enough salary data	Building evidence	+6.7% vs market	2920 employers	6 salaries5 employers	Jobs
training	$9.5K/mo	Building evidence	-14.7% vs market	9349 employers	16 salaries14 employers	Jobs
Looker	$13.8K/mo	Building evidence	+0.7% vs market	6041 employers	23 salaries12 employers	Jobs
documentation	$11.4K/mo	Building evidence	-2.7% vs market	247133 employers	67 salaries32 employers	Jobs
AI agents	Not enough salary data	Building evidence	+4.0% vs market	1911 employers	6 salaries5 employers	Jobs
ETL	$17.1K/mo	Building evidence	+17.7% vs market	4733 employers	16 salaries12 employers	Jobs
brand design	Not enough salary data	Building evidence	+4.0% vs market	1915 employers	6 salaries5 employers	Jobs
root-cause analysis	$10.8K/mo	Building evidence	-13.6% vs market	5331 employers	10 salaries7 employers	Jobs
sales enablement	Not enough salary data	Building evidence	+12.2% vs market	4830 employers	9 salaries7 employers	Jobs
discovery	$14.6K/mo	Building evidence	+2.1% vs market	3723 employers	15 salaries12 employers	Jobs
Solidity	$13.5K/mo	Building evidence	+4.0% vs market	6640 employers	12 salaries8 employers	Jobs
valuation	Not enough salary data	Building evidence	+1.7% vs market	6328 employers	7 salaries6 employers	Jobs
oracle	$12.1K/mo	Building evidence	-14.3% vs market	4029 employers	12 salaries7 employers	Jobs
migration	Not enough salary data	Building evidence	-12.7% vs market	1210 employers	6 salaries5 employers	Jobs
data engineering	$16.5K/mo	Building evidence	-7.5% vs market	5134 employers	12 salaries10 employers	Jobs
systems engineering	Not enough salary data	Building evidence	-38.9% vs market	73 employers	7 salaries4 employers	Jobs
upselling	$9K/mo	Building evidence	+23.2% vs market	4829 employers	11 salaries8 employers	Jobs
US GAAP	Not enough salary data	Building evidence	-1.1% vs market	2920 employers	9 salaries7 employers	Jobs
release management	Not enough salary data	Building evidence	-13.2% vs market	1814 employers	5 salaries4 employers	Jobs
finance	$14.6K/mo	Building evidence	-2.0% vs market	229101 employers	56 salaries21 employers	Jobs
Airflow	$14.8K/mo	Building evidence	+0.6% vs market	6634 employers	23 salaries12 employers	Jobs
scripting	Not enough salary data	Building evidence	-12.5% vs market	4026 employers	7 salaries7 employers	Jobs
Grafana	$14.2K/mo	Building evidence	-2.5% vs market	9956 employers	19 salaries13 employers	Jobs
GitHub	$13.8K/mo	Building evidence	-0.7% vs market	5741 employers	19 salaries11 employers	Jobs
competitive intelligence	Not enough salary data	Building evidence	-5.7% vs market	1614 employers	7 salaries6 employers	Jobs
PowerPoint	Not enough salary data	Building evidence	-14.7% vs market	6837 employers	6 salaries4 employers	Jobs
payment	$12.7K/mo	Building evidence	+22.9% vs market	17172 employers	33 salaries13 employers	Jobs
team leadership	$16.7K/mo	Building evidence	-13.1% vs market	9846 employers	29 salaries16 employers	Jobs
QA	Not enough salary data	Building evidence	+4.0% vs market	3429 employers	6 salaries4 employers	Jobs
CCPA	Not enough salary data	Building evidence	-36.2% vs market	98 employers	5 salaries5 employers	Jobs
web3	$12.5K/mo	Building evidence	-0.7% vs market	227117 employers	29 salaries19 employers	Jobs
information architecture	Not enough salary data	Building evidence	-3.5% vs market	1212 employers	5 salaries4 employers	Jobs
product roadmap	Not enough salary data	Building evidence	+0.8% vs market	3324 employers	6 salaries6 employers	Jobs
frontend	$16.7K/mo	Building evidence	+4.0% vs market	8149 employers	18 salaries13 employers	Jobs
TypeScript	$14K/mo	Building evidence	+0.2% vs market	308159 employers	63 salaries38 employers	Jobs
interaction design	Not enough salary data	Building evidence	-18.8% vs market	2717 employers	9 salaries7 employers	Jobs
vPC	Not enough salary data	Building evidence	+2.0% vs market	3022 employers	7 salaries6 employers	Jobs
research	$12.9K/mo	Building evidence	-5.2% vs market	15382 employers	31 salaries17 employers	Jobs
R	Not enough salary data	Building evidence	-4.2% vs market	3421 employers	5 salaries4 employers	Jobs
illustration	Not enough salary data	Building evidence	+27.1% vs market	98 employers	6 salaries6 employers	Jobs
marketing operations	Not enough salary data	Building evidence	-6.0% vs market	98 employers	6 salaries5 employers	Jobs
full stack development	Not enough salary data	Building evidence	+2.1% vs market	3422 employers	7 salaries6 employers	Jobs
remediation	Not enough salary data	Building evidence	-10.9% vs market	2714 employers	9 salaries3 employers	Jobs
threat modeling	Not enough salary data	Building evidence	+4.0% vs market	5437 employers	6 salaries6 employers	Jobs
business intelligence	$12.3K/mo	Building evidence	+7.0% vs market	2417 employers	15 salaries10 employers	Jobs
architecture	$17.2K/mo	Building evidence	-2.0% vs market	283126 employers	62 salaries22 employers	Jobs
Legal	$14.1K/mo	Building evidence	-1.3% vs market	4731 employers	21 salaries13 employers	Jobs
Workiva	Not enough salary data	Building evidence	+4.0% vs market	168 employers	5 salaries3 employers	Jobs
NoSQL	Not enough salary data	Building evidence	+13.6% vs market	4630 employers	8 salaries5 employers	Jobs
visual design	$15.3K/mo	Building evidence	+4.0% vs market	2516 employers	11 salaries10 employers	Jobs
SOC 2	$17.3K/mo	Building evidence	+0.2% vs market	5342 employers	13 salaries12 employers	Jobs
HSM	Not enough salary data	Building evidence	+19.6% vs market	2312 employers	6 salaries4 employers	Jobs
integration	$14.8K/mo	Building evidence	+5.3% vs market	16982 employers	49 salaries22 employers	Jobs
dbt	$13.8K/mo	Building evidence	+14.9% vs market	5135 employers	23 salaries13 employers	Jobs
NetSuite	$12.8K/mo	Building evidence	-5.5% vs market	7141 employers	24 salaries11 employers	Jobs
data quality	Not enough salary data	Building evidence	+16.5% vs market	4229 employers	9 salaries8 employers	Jobs
market intelligence	Not enough salary data	Building evidence	-7.0% vs market	4129 employers	9 salaries7 employers	Jobs
Snowflake	$14K/mo	Building evidence	+7.3% vs market	6237 employers	36 salaries16 employers	Jobs
Accessibility	Not enough salary data	Building evidence	-1.0% vs market	2923 employers	9 salaries7 employers	Jobs
BigQuery	$14.8K/mo	Building evidence	+0.1% vs market	5637 employers	21 salaries13 employers	Jobs
escalation	Not enough salary data	Building evidence	-53.1% vs market	117 employers	6 salaries4 employers	Jobs
Postman	Not enough salary data	Building evidence	+19.2% vs market	2521 employers	6 salaries5 employers	Jobs
implementation	$15.9K/mo	Building evidence	+2.1% vs market	5428 employers	21 salaries8 employers	Jobs
MCP	$18.3K/mo	Building evidence	-3.8% vs market	5936 employers	13 salaries7 employers	Jobs
troubleshooting	$11.2K/mo	Building evidence	+0.8% vs market	13466 employers	31 salaries15 employers	Jobs
tax	$14.4K/mo	Building evidence	+36.5% vs market	5435 employers	16 salaries6 employers	Jobs
Solana	Not enough salary data	Building evidence	+18.3% vs market	4028 employers	8 salaries6 employers	Jobs
REST	$11.4K/mo	Building evidence	+4.0% vs market	8450 employers	19 salaries10 employers	Jobs
thought leadership	Not enough salary data	Building evidence	-21.1% vs market	2212 employers	8 salaries4 employers	Jobs
Prometheus	$12.5K/mo	Building evidence	+5.9% vs market	9255 employers	14 salaries9 employers	Jobs
Kotlin	$17.1K/mo	Building evidence	-2.5% vs market	5933 employers	14 salaries11 employers	Jobs
regulation	$16.7K/mo	Building evidence	+7.4% vs market	19089 employers	19 salaries10 employers	Jobs
program management	$11.7K/mo	Building evidence	-14.2% vs market	5734 employers	14 salaries13 employers	Jobs
analysis	$13K/mo	Building evidence	+0.6% vs market	290122 employers	55 salaries35 employers	Jobs
design	$16.5K/mo	Building evidence	+1.7% vs market	6647 employers	27 salaries11 employers	Jobs
pipeline development	Not enough salary data	Building evidence	-45.3% vs market	65 employers	5 salaries4 employers	Jobs
user research	$16.4K/mo	Building evidence	+0.1% vs market	3622 employers	12 salaries10 employers	Jobs
project management	$12.5K/mo	Statistically stable	+3.2% vs market	328125 employers	56 salaries33 employers	Jobs
Capital markets	Not enough salary data	Building evidence	-0.3% vs market	4931 employers	8 salaries4 employers	Jobs
product marketing	$15.6K/mo	Building evidence	+5.1% vs market	5439 employers	11 salaries10 employers	Jobs
ASC 606	Not enough salary data	Building evidence	+65.9% vs market	97 employers	6 salaries6 employers	Jobs
web-design	Not enough salary data	Building evidence	+24.0% vs market	88 employers	6 salaries4 employers	Jobs
custody	Not enough salary data	Building evidence	+5.9% vs market	11553 employers	7 salaries6 employers	Jobs
marketing automation	Not enough salary data	Building evidence	+10.0% vs market	2620 employers	6 salaries6 employers	Jobs
Tableau	$14.1K/mo	Building evidence	-16.0% vs market	7650 employers	19 salaries14 employers	Jobs
interviewing	Not enough salary data	Building evidence	-8.2% vs market	2117 employers	6 salaries6 employers	Jobs
Helm	$15.5K/mo	Building evidence	-4.9% vs market	5229 employers	13 salaries10 employers	Jobs
Google Sheets	$9.6K/mo	Building evidence	-13.1% vs market	4020 employers	14 salaries11 employers	Jobs
budgeting	$11.9K/mo	Building evidence	-7.9% vs market	10363 employers	11 salaries8 employers	Jobs
detection	$11.9K/mo	Building evidence	+4.0% vs market	1713 employers	14 salaries7 employers	Jobs
pre-sales	Not enough salary data	Building evidence	+2.5% vs market	2312 employers	6 salaries5 employers	Jobs
support	Not enough salary data	Building evidence	-40.4% vs market	1815 employers	8 salaries6 employers	Jobs
REST API	$11.8K/mo	Building evidence	-2.1% vs market	8552 employers	12 salaries11 employers	Jobs
consulting	$14.5K/mo	Building evidence	-4.8% vs market	7026 employers	29 salaries10 employers	Jobs
data warehousing	Not enough salary data	Building evidence	-14.0% vs market	65 employers	6 salaries3 employers	Jobs
DORA	Not enough salary data	Building evidence	+0.8% vs market	3122 employers	5 salaries5 employers	Jobs
organization	$5.9K/mo	Building evidence	-14.7% vs market	6848 employers	14 salaries13 employers	Jobs
risk management	$13.8K/mo	Building evidence	+3.8% vs market	291124 employers	23 salaries19 employers	Jobs
data science	$15.2K/mo	Building evidence	+4.0% vs market	4928 employers	21 salaries13 employers	Jobs
Retrieval	Not enough salary data	Building evidence	+8.3% vs market	2514 employers	9 salaries6 employers	Jobs
Platform	$18.8K/mo	Building evidence	+5.9% vs market	4226 employers	17 salaries7 employers	Jobs
LLM	$16.5K/mo	Building evidence	+3.0% vs market	24898 employers	62 salaries23 employers	Jobs
distributed	Not enough salary data	Building evidence	-0.3% vs market	1512 employers	11 salaries4 employers	Jobs
development	Not enough salary data	Building evidence	-8.5% vs market	2217 employers	5 salaries4 employers	Jobs
SaaS	$14.5K/mo	Building evidence	+3.3% vs market	23795 employers	75 salaries28 employers	Jobs
React	$16.6K/mo	Building evidence	-3.8% vs market	217128 employers	50 salaries28 employers	Jobs
Google Workspace	$9.6K/mo	Building evidence	+2.4% vs market	6643 employers	23 salaries17 employers	Jobs
motion	Not enough salary data	Building evidence	+11.3% vs market	2014 employers	9 salaries7 employers	Jobs
supply chain	Not enough salary data	Building evidence	+4.0% vs market	2110 employers	6 salaries4 employers	Jobs
Swift	$16.8K/mo	Building evidence	+20.4% vs market	4427 employers	10 salaries8 employers	Jobs
acquisition	Not enough salary data	Building evidence	-1.0% vs market	5632 employers	6 salaries5 employers	Jobs
response	Not enough salary data	Building evidence	-7.1% vs market	99 employers	7 salaries5 employers	Jobs
KMS	Not enough salary data	Building evidence	-33.5% vs market	99 employers	5 salaries5 employers	Jobs
banking	$13.3K/mo	Building evidence	+1.6% vs market	16571 employers	30 salaries16 employers	Jobs
monetization	Not enough salary data	Building evidence	+13.0% vs market	179 employers	5 salaries4 employers	Jobs
RFP	Not enough salary data	Building evidence	+4.8% vs market	4426 employers	7 salaries5 employers	Jobs
attribution	$15.2K/mo	Building evidence	+6.4% vs market	4431 employers	19 salaries17 employers	Jobs
NLP	$18.4K/mo	Building evidence	-12.5% vs market	2317 employers	14 salaries8 employers	Jobs
activation	$15.9K/mo	Building evidence	+11.8% vs market	4327 employers	13 salaries8 employers	Jobs
enterprise software	Not enough salary data	Building evidence	-33.3% vs market	156 employers	5 salaries4 employers	Jobs
Postgres	$16.8K/mo	Building evidence	-12.5% vs market	5431 employers	26 salaries14 employers	Jobs
GDPR	$15.2K/mo	Building evidence	-9.2% vs market	4938 employers	10 salaries10 employers	Jobs
Proof of concept	Not enough salary data	Building evidence	+4.0% vs market	3016 employers	5 salaries3 employers	Jobs
Figma	$13.5K/mo	Building evidence	+1.5% vs market	8763 employers	20 salaries16 employers	Jobs
RAG	$18K/mo	Building evidence	+4.0% vs market	6132 employers	12 salaries7 employers	Jobs
software engineering	$17.1K/mo	Building evidence	+7.8% vs market	8949 employers	13 salaries6 employers	Jobs
prompting	Not enough salary data	Building evidence	+17.2% vs market	1210 employers	6 salaries4 employers	Jobs
process improvement	$9.6K/mo	Building evidence	-0.5% vs market	9156 employers	24 salaries15 employers	Jobs
packaging	Not enough salary data	Building evidence	-6.0% vs market	2312 employers	6 salaries5 employers	Jobs
Ruby on Rails	Not enough salary data	Building evidence	+10.7% vs market	125 employers	11 salaries4 employers	Jobs
systems thinking	Not enough salary data	Building evidence	-15.0% vs market	1411 employers	7 salaries5 employers	Jobs
machine learning	$17.1K/mo	Building evidence	+4.2% vs market	20885 employers	50 salaries26 employers	Jobs
FinOps	Not enough salary data	Building evidence	+10.7% vs market	109 employers	5 salaries3 employers	Jobs
Conversion	Not enough salary data	Building evidence	+4.0% vs market	2919 employers	8 salaries7 employers	Jobs
networking	$11.7K/mo	Building evidence	-0.1% vs market	245116 employers	33 salaries20 employers	Jobs
customer support	$4.8K/mo	Building evidence	+1.7% vs market	6543 employers	10 salaries7 employers	Jobs
distributed system	$13.9K/mo	Building evidence	+2.3% vs market	8752 employers	18 salaries13 employers	Jobs
CAC	Not enough salary data	Building evidence	+4.8% vs market	2518 employers	7 salaries6 employers	Jobs
LTV	Not enough salary data	Building evidence	+0.1% vs market	2922 employers	7 salaries6 employers	Jobs
visualization	Not enough salary data	Building evidence	+32.6% vs market	1713 employers	5 salaries3 employers	Jobs
pub-sub	Not enough salary data	Building evidence	+4.0% vs market	137 employers	7 salaries6 employers	Jobs
ML	$16K/mo	Building evidence	-19.0% vs market	2415 employers	19 salaries6 employers	Jobs
SEO	$14.6K/mo	Building evidence	+6.4% vs market	6545 employers	10 salaries9 employers	Jobs
Sigma	Not enough salary data	Building evidence	+26.1% vs market	169 employers	7 salaries5 employers	Jobs
Availability	Not enough salary data	Building evidence	+19.2% vs market	97 employers	5 salaries3 employers	Jobs
testing	$16.5K/mo	Building evidence	-0.6% vs market	242125 employers	39 salaries22 employers	Jobs
LinkedIn	Not enough salary data	Building evidence	+3.8% vs market	4432 employers	6 salaries6 employers	Jobs
Terraform	$14.6K/mo	Building evidence	+3.4% vs market	237112 employers	61 salaries32 employers	Jobs
calibration	Not enough salary data	Building evidence	-30.0% vs market	65 employers	7 salaries4 employers	Jobs
Redis	$16.6K/mo	Building evidence	+2.6% vs market	9041 employers	20 salaries15 employers	Jobs
Dashboards	Not enough salary data	Building evidence	-11.9% vs market	2419 employers	8 salaries8 employers	Jobs
backend	$16.7K/mo	Building evidence	+9.4% vs market	19289 employers	52 salaries27 employers	Jobs
time management	$7.2K/mo	Building evidence	-3.7% vs market	4528 employers	15 salaries9 employers	Jobs
Aurora	Not enough salary data	Building evidence	-5.1% vs market	1413 employers	5 salaries4 employers	Jobs
Ruby	$17.1K/mo	Building evidence	-0.4% vs market	248 employers	26 salaries7 employers	Jobs
pricing	$14.8K/mo	Building evidence	+7.9% vs market	9154 employers	25 salaries17 employers	Jobs
storytelling	$11.5K/mo	Building evidence	-6.5% vs market	7843 employers	21 salaries17 employers	Jobs
API	$14.6K/mo	Building evidence	+4.8% vs market	563198 employers	130 salaries53 employers	Jobs
mentoring	$16.7K/mo	Building evidence	-4.1% vs market	18988 employers	63 salaries30 employers	Jobs
healthcare	$17.1K/mo	Building evidence	-16.8% vs market	108 employers	11 salaries5 employers	Jobs
marketing	$14.1K/mo	Building evidence	+8.0% vs market	206118 employers	41 salaries25 employers	Jobs
due diligence	Not enough salary data	Building evidence	+6.4% vs market	12165 employers	8 salaries5 employers	Jobs
access control	Not enough salary data	Building evidence	+10.0% vs market	2320 employers	7 salaries7 employers	Jobs
performance marketing	Not enough salary data	Building evidence	+1.8% vs market	2922 employers	5 salaries4 employers	Jobs
Open source	Not enough salary data	Building evidence	+6.1% vs market	4928 employers	8 salaries6 employers	Jobs
enablement	Not enough salary data	Building evidence	-43.1% vs market	129 employers	7 salaries7 employers	Jobs
typography	Not enough salary data	Building evidence	-11.3% vs market	2017 employers	7 salaries7 employers	Jobs
retention	$14.8K/mo	Building evidence	+13.9% vs market	9348 employers	24 salaries17 employers	Jobs
launch	Not enough salary data	Building evidence	+11.5% vs market	1210 employers	6 salaries6 employers	Jobs
growth	$15.9K/mo	Building evidence	+2.7% vs market	12762 employers	25 salaries16 employers	Jobs
product development	Not enough salary data	Building evidence	+8.0% vs market	3926 employers	8 salaries8 employers	Jobs
HTTP	Not enough salary data	Building evidence	+4.0% vs market	2617 employers	6 salaries3 employers	Jobs

Showing 250 skills with at least five salary samples from three employers. Estimates are only printed at ten salaries from five employers; stronger repricing signals have stricter thresholds.

How to read this page. Job activity is reconstructed from first/last observation dates and then continued with exact daily snapshots. Compensation uses the exchange rate from the job’s observation date. Repricing signals require at least 20 jobs and 10 employers in both comparison windows, seven observed dates, no single date contributing over 40%, a meaningful 5% move, a 95% confidence interval excluding zero, correction for testing many skills, and persistence across three snapshots. Sparse estimates remain visible as missing evidence, not zeros.