Programming Language Statistics in Edinburgh

Categories

1 selected
Categories

Use this option to filter results by selecting one or more of the categories.

Use this option to select the period over which the statistics are calculated.

There is a choice between 3 and 6 months to 4 November 2026 with year-over-year comparisons.

Use this option to exclude results with historical job ad aggregates falling below the selected threshold during the period.

When used in combination with column sorting, this option can be used to display results of greater statistical significance.

Results 1 - 25 of 25
Permanent Job Market Index
DescriptionSort by demand rank 6 months to 4 Nov 2026Rank
6 Months to
Rank
YoY Change
Median
Salary
Median Salary
YoY Change
Historical
Absolute & Relative
Jobs Vacancies
Live
Jobs
Python21Down 11 places-11£65,000+8.33%64 5.30%33
Java44Down 2 places-2£70,000-12.50%32 2.65%15
JavaScript52Up 2 places+2£47,500+55.73%24 1.99%10
C#53Up 25 places+25£57,722+4.94%23 1.90%8
SQL53Down 41 places-41£70,000+75.00%23 1.90%19
TypeScript57Up 25 places+25£45,000-30.76%19 1.57%9
MATLAB67Up 20 places+20--9 0.75%4
Shell Script68Down 1 place-1£63,451-8 0.66%1
PowerShell71Down 32 places-32£51,413-42.87%5 0.41%3
SystemVerilog71New entry---5 0.41%6
Go72Up 14 places+14--4 0.33%4
Rust72Up 12 places+12--4 0.33%3
Kotlin72New entry---4 0.33%1
Embedded C73New entry-£60,000-3 0.25%1
Embedded C++73New entry-£60,000-3 0.25%
C73Up 2 places+2£60,000+17.64%3 0.25%7
C++73Down 3 places-3£60,000+17.64%3 0.25%10
R74Up 9 places+9--2 0.17%
Apex Code74Up 6 places+6£110,000-2 0.17%
PHP74Up 11 places+11£24,000-60.00%2 0.17%
ActionScript74New entry---2 0.17%
Ada74New entry---2 0.17%
Bicep75Up 3 places+3£50,326-1 0.083%1
Kusto Query Language75New entry---1 0.083%1
Bash75Down 10 places-10--1 0.083%