Period
to 17 October 2018

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Leeds. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 17 October 2018 with a comparison to the same period over the previous 2 years.

Data Structures
6 months to
17 Oct 2018
Same period 2017 Same period 2016
Rank 192 156 205
Rank change year-on-year -36 +49 +38
Permanent jobs citing Data Structures 5 66 34
As % of all permanent IT jobs advertised in Leeds 0.13% 1.40% 0.62%
As % of the Miscellaneous category 0.36% 4.01% 1.95%
Number of salaries quoted 4 59 34
Leeds median annual salary £45,000 £60,000 £55,000
Median salary % change year-on-year -25.00% +9.09% -
West Yorkshire median annual salary £45,000 £55,000 £55,000
% change year-on-year -18.18% - -

Data Structures is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for generic IT skills.

All Generic IT Skills
Leeds
Permanent vacancies with a requirement for generic IT skills 1,378 1,645 1,741
As % of all permanent IT jobs advertised in Leeds 35.51% 34.77% 31.84%
Number of salaries quoted 1,068 1,283 1,450
Leeds median annual salary £45,000 £45,000 £40,000
Median salary % change year-on-year - +12.50% -5.88%
10th Percentile £26,250 £26,250 £25,000
90th Percentile £60,000 £65,000 £62,500
West Yorkshire median annual salary £42,500 £42,500 £40,000
% change year-on-year - +6.25% -

Data Structures
Job Vacancy Trend in Leeds

Job postings citing Data Structures as a percentage of all IT jobs advertised in Leeds.

Job vacancy trend for Data Structures in Leeds

Data Structures
Salary Trend in Leeds

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Structures in Leeds.

Salary trend for Data Structures in Leeds

Data Structures
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Structures in Leeds over the 6 months to 17 October 2018.

Salary histogram for Data Structures in Leeds

For the 6 months to 17 October 2018, IT jobs citing Data Structures also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Leeds region with a requirement for Data Structures.

1 3 (60.00%) CSS
1 3 (60.00%) HTML
1 3 (60.00%) JavaScript
1 3 (60.00%) Git (software)
1 3 (60.00%) Mercurial
1 3 (60.00%) BDD
1 3 (60.00%) Node.js
1 3 (60.00%) Responsive Web Design
1 3 (60.00%) AngularJS
1 3 (60.00%) Web Design
1 3 (60.00%) TDD
1 3 (60.00%) Subversion
1 3 (60.00%) Algorithms
1 3 (60.00%) React
1 3 (60.00%) Greenfield Project
2 2 (40.00%) QlikView
2 2 (40.00%) Analytical Skills
2 2 (40.00%) VBA
2 2 (40.00%) SAP
2 2 (40.00%) Microsoft Excel
3 1 (20.00%) Finance
3 1 (20.00%) Analytics
3 1 (20.00%) Qlik Sense
3 1 (20.00%) Predictive Analytics
3 1 (20.00%) Mathematics
3 1 (20.00%) Mathematical Modelling

Data Structures
Co-occurring IT Skills in Leeds by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 2 (40.00%) Microsoft Excel
Database & Business Intelligence
1 2 (40.00%) QlikView
2 1 (20.00%) Qlik Sense
Development Applications
1 3 (60.00%) Git (software)
1 3 (60.00%) Mercurial
1 3 (60.00%) Subversion
General
1 1 (20.00%) Finance
Job Titles
1 5 (100.00%) Developer
2 3 (60.00%) Angular Developer
2 3 (60.00%) HTML Developer
2 3 (60.00%) JavaScript Developer
2 3 (60.00%) React Developer
2 3 (60.00%) UI Developer
3 2 (40.00%) QlikView Developer
Libraries, Frameworks & Software Standards
1 3 (60.00%) AngularJS
1 3 (60.00%) CSS
1 3 (60.00%) HTML
1 3 (60.00%) Node.js
1 3 (60.00%) React
Miscellaneous
1 3 (60.00%) Algorithms
1 3 (60.00%) Greenfield Project
2 2 (40.00%) Analytical Skills
Processes & Methodologies
1 3 (60.00%) BDD
1 3 (60.00%) Responsive Web Design
1 3 (60.00%) TDD
1 3 (60.00%) Web Design
2 1 (20.00%) Analytics
2 1 (20.00%) Mathematical Modelling
2 1 (20.00%) Mathematics
2 1 (20.00%) Predictive Analytics
Programming Languages
1 3 (60.00%) JavaScript
2 2 (40.00%) VBA
Vendors
1 2 (40.00%) SAP