Technology

Visualizing the Top U.S. States for AI Jobs

Published

12 months ago

May 26, 2023

Marcus Lu

Graphics/Design:

Joyce Ma

top states for AI jobs

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Visualizing the Top U.S. States for AI Jobs

Much ink has been spilled over fears that artificial intelligence (AI) will eliminate jobs in the economy. While some of those fears may be well-founded, red-hot interest in AI innovation is creating new jobs as well.

This graphic visualizes data from Lightcast, a labor market analytics firm, which shows how many AI-related jobs were posted in each state throughout 2022.

In total there were 795,624 AI jobs posted throughout the year, of which 469,925 (59%) were in the top 10. The full tally is included in the table below.

Rank	State	Number of job postings	% of total
1	California	142,154	17.9%
2	Texas	66,624	8.4%
3	New York	43,899	5.5%
4	Massachusetts	34,603	4.3%
5	Virginia	34,221	4.3%
6	Florida	33,585	4.2%
7	Illinois	31,569	4.0%
8	Washington	31,284	3.9%
9	Georgia	26,620	3.3%
10	Michigan	25,366	3.2%
11	North Carolina	23,854	3.0%
12	New Jersey	23,447	2.9%
13	Colorado	20,421	2.6%
14	Pennsylvania	20,397	2.6%
15	Arizona	19,514	2.5%
16	Ohio	19,208	2.4%
17	Maryland	16,769	2.1%
18	Minnesota	11,808	1.5%
19	Tennessee	11,173	1.4%
20	Missouri	10,990	1.4%
21	Oregon	10,811	1.4%
22	Washington, D.C.	9,606	1.2%
23	Indiana	9,247	1.2%
24	Connecticut	8,960	1.1%
25	Wisconsin	8,879	1.1%
26	Alabama	7,866	1.0%
27	Kansas	7,683	1.0%
28	Arkansas	7,247	0.9%
29	Utah	6,885	0.9%
30	Nevada	6,813	0.9%
31	Idaho	6,109	0.8%
32	Oklahoma	5,719	0.7%
33	Iowa	5,670	0.7%
34	South Carolina	4,928	0.6%
35	Louisiana	4,806	0.6%
36	Kentucky	4,536	0.6%
37	Nebraska	4,032	0.5%
38	Delaware	3,503	0.4%
39	New Mexico	3,357	0.4%
40	Rhode Island	2,965	0.4%
41	New Hampshire	2,719	0.3%
42	Hawaii	2,550	0.3%
43	Mississippi	2,548	0.3%
44	Maine	2,227	0.3%
45	South Dakota	2,195	0.3%
46	Vermont	1,571	0.2%
47	North Dakota	1,227	0.2%
48	Alaska	970	0.1%
49	West Virginia	887	0.1%
50	Montana	833	0.1%
51	Wyoming	769	0.1%

The following chart adds some context to these numbers. It shows how the percentage of AI job postings in some of the top states has changed since 2010.

We can see that California quickly became the primary destination for AI jobs in the early 2010s, presumably as Silicon Valley companies began developing the technology.

California’s share has since declined, with a significant number of jobs seemingly moving to Texas. In fact, many tech companies are relocating to Texas to avoid California’s relatively higher taxes and cost of living.

The 10 Most In-Demand Specialized Skills

Lightcast also captured the top 10 specialized skills that were required for AI-related jobs. These are listed in the table below.

Skill	Frequency (number of postings)	Frequency (% of postings)
Python	296,662	37%
Computer Science	260,333	33%
SQL	185,807	23%
Data Analysis	159,801	20%
Data Science	157,855	20%
Amazon Web Services	155,615	19%
Agile Methodology	152,965	19%
Automation	138,791	17%
Java	133,856	17%
Software Engineering	133,286	17%

If you’re interested in a career that focuses on AI, becoming proficient in Python is likely to be a good first step.

Related Topics:technology artificial intelligence ranking ai US careers AI jobs

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Technology

Countries With the Highest Rates of Crypto Ownership

While the U.S. is a major market for cryptocurrencies, two countries surpass it in terms of their rates of crypto ownership.

Published

5 days ago

May 7, 2024

Marcus Lu

Countries With the Highest Rates of Crypto Ownership

This was originally posted on our Voronoi app. Download the app for free on iOS or Android and discover incredible data-driven charts from a variety of trusted sources.

This graphic ranks the top 10 countries by their rate of cryptocurrency ownership, which is the percentage of the population that owns crypto. These figures come from crypto payment gateway, Triple-A, and are as of 2023.

Data and Highlights

The table below lists the rates of crypto ownership in the top 10 countries, as well as the number of people this amounts to.

Country	% of Population Who Own Crypto	# of Crypto Owners
🇦🇪 United Arab Emirates	30.4	3M
🇻🇳 Vietnam	21.2	21M
🇺🇸 U.S.	15.6	53M
🇮🇷 Iran	13.5	12M
🇵🇭 Philippines	13.4	16M
🇧🇷 Brazil	12	26M
🇸🇦 Saudi Arabia	11.4	4M
🇸🇬 Singapore	11.1	665K
🇺🇦 Ukraine	10.6	4M
🇻🇪 Venezuela	10.3	3M

Note that if we were to rank countries based on their actual number of crypto owners, India would rank first at 93 million people, China would rank second at 59 million people, and the U.S. would rank third at 52 million people.

The UAE Takes the Top Spot

The United Arab Emirates (UAE) boasts the highest rates of crypto ownership globally. The country’s government is considered to be very crypto friendly, as described in Henley & Partners’ Crypto Wealth Report 2023:

In the UAE, the Financial Services Regulatory Authority (FSRA-ADGM) was the first to provide rules and regulations regarding cryptocurrency purchasing and selling. The Emirates are generally very open to new technologies and have proposed zero taxes for crypto owners and businesses.

Vietnam leads Southeast Asia

According to the Crypto Council for Innovation, cryptocurrency holdings in Vietnam are also untaxed, making them an attractive asset.

Another reason for Vietnam’s high rates of ownership could be its large unbanked population (people without access to financial services). Cryptocurrencies may provide an alternative means of accessing these services without relying on traditional banks.

Learn More About Crypto From Visual Capitalist

If you enjoyed this post, be sure to check out The World’s Largest Corporate Holders of Bitcoin, which ranks the top 12 publicly traded companies by their Bitcoin holdings.