Period
to 22 May 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 22 May 2018 with a comparison to the same period over the previous 2 years.

Data Structures
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 204 163 198
Rank change year-on-year -41 +35 +49
Permanent jobs citing Data Structures 13 67 62
As % of all permanent IT jobs advertised in Leeds 0.28% 1.33% 0.97%
As % of the Miscellaneous category 0.85% 4.11% 2.89%
Number of salaries quoted 10 67 50
Leeds median annual salary £52,500 £60,000 £55,000
Median salary % change year-on-year -12.50% +9.09% +83.33%
10th Percentile £38,625 £30,750 £40,880
90th Percentile £60,500 £60,000 £56,000
West Yorkshire median annual salary £52,500 £60,000 £55,000
% change year-on-year -12.50% +9.09% +73.23%

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 1,527 1,631 2,143
As % of all permanent IT jobs advertised in Leeds 32.34% 32.35% 33.45%
Number of salaries quoted 1,236 1,346 1,609
Leeds median annual salary £43,500 £42,500 £40,000
Median salary % change year-on-year +2.35% +6.25% -
10th Percentile £26,250 £25,000 £26,250
90th Percentile £60,000 £61,250 £63,950
West Yorkshire median annual salary £42,000 £42,500 £40,000
% change year-on-year -1.18% +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 22 May 2018.

Salary histogram for Data Structures in Leeds

For the 6 months to 22 May 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 8 (61.54%) Algorithms
2 7 (53.85%) Subversion
2 7 (53.85%) Git (software)
2 7 (53.85%) Mercurial
3 6 (46.15%) SQL
4 5 (38.46%) Java
5 4 (30.77%) OO
5 4 (30.77%) Finance
5 4 (30.77%) Continuous Integration
5 4 (30.77%) NoSQL
5 4 (30.77%) Software Engineering
5 4 (30.77%) Degree
5 4 (30.77%) Test Automation
5 4 (30.77%) Decision-Making
6 3 (23.08%) BDD
6 3 (23.08%) Responsive Web Design
6 3 (23.08%) AngularJS
6 3 (23.08%) React
6 3 (23.08%) Greenfield Project
6 3 (23.08%) Enterprise Architecture
6 3 (23.08%) Systems Analysis
6 3 (23.08%) Data Analysis
6 3 (23.08%) TDD
6 3 (23.08%) Node.js
6 3 (23.08%) Business Analysis
6 3 (23.08%) Web Design
6 3 (23.08%) HTML
6 3 (23.08%) JavaScript
6 3 (23.08%) CSS
7 2 (15.38%) SQL Server

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 1 (7.69%) Microsoft Excel
Database & Business Intelligence
1 4 (30.77%) NoSQL
2 2 (15.38%) SQL Server
2 2 (15.38%) SQL Server Integration Services
2 2 (15.38%) SQL Server Reporting Services
3 1 (7.69%) Power BI
Development Applications
1 7 (53.85%) Git (software)
1 7 (53.85%) Mercurial
1 7 (53.85%) Subversion
2 1 (7.69%) Gatling
2 1 (7.69%) JMeter
2 1 (7.69%) JUnit
2 1 (7.69%) Mockito
2 1 (7.69%) Spock
2 1 (7.69%) TestNG
2 1 (7.69%) Visual Studio
General
1 4 (30.77%) Finance
Job Titles
1 4 (30.77%) Developer
1 4 (30.77%) Java Engineer
1 4 (30.77%) Java Software Engineer
1 4 (30.77%) Senior Java Engineer
1 4 (30.77%) Senior Java Software Engineer
1 4 (30.77%) Senior Software Engineer
1 4 (30.77%) Software Engineer
2 3 (23.08%) Analyst
2 3 (23.08%) Angular Developer
2 3 (23.08%) Designer
2 3 (23.08%) HTML Developer
2 3 (23.08%) JavaScript Developer
2 3 (23.08%) React Developer
2 3 (23.08%) UI Developer
3 2 (15.38%) Architect
3 2 (15.38%) Solutions Analyst
3 2 (15.38%) Solutions Designer
3 2 (15.38%) Technical Architect
4 1 (7.69%) Java Architect
4 1 (7.69%) Java/J2EE Architect
Libraries, Frameworks & Software Standards
1 3 (23.08%) AngularJS
1 3 (23.08%) CSS
1 3 (23.08%) HTML
1 3 (23.08%) Node.js
1 3 (23.08%) React
2 1 (7.69%) .NET
2 1 (7.69%) ASP.NET
2 1 (7.69%) Hibernate
2 1 (7.69%) J2EE
2 1 (7.69%) JSON
2 1 (7.69%) MyBatis
2 1 (7.69%) PowerMock
2 1 (7.69%) REST
2 1 (7.69%) SOAP
2 1 (7.69%) Spring
2 1 (7.69%) Spring MVC
2 1 (7.69%) Spring Security
2 1 (7.69%) XML
2 1 (7.69%) XML Messaging
Miscellaneous
1 8 (61.54%) Algorithms
2 3 (23.08%) Greenfield Project
3 2 (15.38%) Analytical Skills
Processes & Methodologies
1 4 (30.77%) Continuous Integration
1 4 (30.77%) Decision-Making
1 4 (30.77%) OO
1 4 (30.77%) Software Engineering
1 4 (30.77%) Test Automation
2 3 (23.08%) BDD
2 3 (23.08%) Business Analysis
2 3 (23.08%) Data Analysis
2 3 (23.08%) Enterprise Architecture
2 3 (23.08%) Responsive Web Design
2 3 (23.08%) Systems Analysis
2 3 (23.08%) TDD
2 3 (23.08%) Web Design
3 2 (15.38%) Problem-Solving
4 1 (7.69%) Agile Software Development
4 1 (7.69%) Business Intelligence
4 1 (7.69%) MVC
4 1 (7.69%) Performance Testing
4 1 (7.69%) SOA
4 1 (7.69%) Web Development
Programming Languages
1 6 (46.15%) SQL
2 5 (38.46%) Java
3 3 (23.08%) JavaScript
4 1 (7.69%) T-SQL
4 1 (7.69%) VB.NET
Qualifications
1 4 (30.77%) Degree
Vendors
1 1 (7.69%) Microsoft
1 1 (7.69%) Tableau