Period
to 18 August 2018

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Yorkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 18 August 2018 with a comparison to the same period over the previous 2 years.

Data Structures
England > Yorkshire
6 months to
18 Aug 2018
Same period 2017 Same period 2016
Rank 280 238 288
Rank change year-on-year -42 +50 +41
Permanent jobs citing Data Structures 15 94 58
As % of all permanent IT jobs advertised in Yorkshire 0.16% 0.91% 0.50%
As % of the Miscellaneous category 0.46% 2.51% 1.47%
Number of salaries quoted 14 89 45
Yorkshire median annual salary £45,000 £60,000 £55,000
Median salary % change year-on-year -25.00% +9.09% +13.61%
England median annual salary £60,000 £55,000 £60,000
% change year-on-year +9.09% -8.33% +9.09%

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 Yorkshire with a requirement for generic IT skills.

All Generic IT Skills
Yorkshire
Permanent vacancies with a requirement for generic IT skills 3,271 3,742 3,945
As % of all permanent IT jobs advertised in Yorkshire 35.42% 36.09% 33.97%
Number of salaries quoted 2,645 3,047 3,042
Yorkshire median annual salary £42,500 £40,000 £40,000
Median salary % change year-on-year +6.25% - -
10th Percentile £23,000 £23,500 £23,500
90th Percentile £60,000 £60,000 £60,225
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Data Structures
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Structures in Yorkshire

Data Structures
Salary Trend in Yorkshire

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

Salary trend for Data Structures in Yorkshire

Data Structures
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Structures in Yorkshire over the 6 months to 18 August 2018.

Salary histogram for Data Structures in Yorkshire

Data Structures
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Yorkshire region over the 6 months to 18 August 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire -37 9 £45,000 -25.00% 4
South Yorkshire -3 5 £45,000 -25.00% 2
Data Structures
England

For the 6 months to 18 August 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 Yorkshire region with a requirement for Data Structures.

1 8 (53.33%) HTML
1 8 (53.33%) JavaScript
1 8 (53.33%) CSS
2 7 (46.67%) Degree
3 6 (40.00%) Analytical Skills
4 5 (33.33%) Algorithms
4 5 (33.33%) RESTful
4 5 (33.33%) Web Services
4 5 (33.33%) Business Intelligence
5 4 (26.67%) SOAP
5 4 (26.67%) Linux
5 4 (26.67%) PHP
5 4 (26.67%) MySQL
5 4 (26.67%) jQuery
5 4 (26.67%) nginx
5 4 (26.67%) HTML5
5 4 (26.67%) Memcached
5 4 (26.67%) CSS3
5 4 (26.67%) AngularJS
5 4 (26.67%) React
5 4 (26.67%) Twig
5 4 (26.67%) LEMP Stack
5 4 (26.67%) Linux Command Line
6 3 (20.00%) Responsive Web Design
6 3 (20.00%) Node.js
6 3 (20.00%) BDD
6 3 (20.00%) Mercurial
6 3 (20.00%) Greenfield Project
6 3 (20.00%) TDD
6 3 (20.00%) Subversion

Data Structures
Co-occurring IT Skills in Yorkshire 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:

Application Platforms
1 4 (26.67%) nginx
Applications
1 3 (20.00%) Microsoft Excel
Database & Business Intelligence
1 4 (26.67%) MySQL
2 2 (13.33%) NoSQL
2 2 (13.33%) QlikView
2 2 (13.33%) RDBMS
2 2 (13.33%) Relational Database
2 2 (13.33%) SQL Server
2 2 (13.33%) SQL Server Integration Services
2 2 (13.33%) SQL Server Reporting Services
3 1 (6.67%) Power BI
3 1 (6.67%) Qlik Sense
Development Applications
1 3 (20.00%) Git (software)
1 3 (20.00%) Mercurial
1 3 (20.00%) Subversion
2 1 (6.67%) Visual Studio
General
1 2 (13.33%) Finance
2 1 (6.67%) Games
2 1 (6.67%) Manufacturing
2 1 (6.67%) Marketing
2 1 (6.67%) Pharmaceutical
Job Titles
1 11 (73.33%) Developer
2 4 (26.67%) PHP Developer
2 4 (26.67%) Senior Developer
2 4 (26.67%) Senior PHP Developer
3 3 (20.00%) Angular Developer
3 3 (20.00%) HTML Developer
3 3 (20.00%) JavaScript Developer
3 3 (20.00%) React Developer
3 3 (20.00%) UI Developer
4 2 (13.33%) Architect
4 2 (13.33%) C# Architect
4 2 (13.33%) QlikView Developer
4 2 (13.33%) Technical Architect
5 1 (6.67%) Analyst
5 1 (6.67%) Business Intelligence Analyst
5 1 (6.67%) Data Manager
5 1 (6.67%) Front End Developer (Client-Side Developer)
5 1 (6.67%) Front End Web Developer (Client-Side Developer)
5 1 (6.67%) Software Developer
5 1 (6.67%) Web Developer
Libraries, Frameworks & Software Standards
1 8 (53.33%) CSS
1 8 (53.33%) HTML
2 5 (33.33%) RESTful
2 5 (33.33%) Web Services
3 4 (26.67%) AngularJS
3 4 (26.67%) CSS3
3 4 (26.67%) HTML5
3 4 (26.67%) jQuery
3 4 (26.67%) LEMP Stack
3 4 (26.67%) Memcached
3 4 (26.67%) React
3 4 (26.67%) SOAP
3 4 (26.67%) Twig
4 3 (20.00%) Node.js
5 1 (6.67%) .NET
5 1 (6.67%) ASP.NET
5 1 (6.67%) DOM
5 1 (6.67%) JSON
5 1 (6.67%) Redux
Miscellaneous
1 6 (40.00%) Analytical Skills
2 5 (33.33%) Algorithms
3 4 (26.67%) Linux Command Line
4 3 (20.00%) Computer Science
4 3 (20.00%) Greenfield Project
Operating Systems
1 4 (26.67%) Linux
Processes & Methodologies
1 5 (33.33%) Business Intelligence
2 3 (20.00%) BDD
2 3 (20.00%) Responsive Web Design
2 3 (20.00%) TDD
2 3 (20.00%) Web Design
3 2 (13.33%) Agile Software Development
3 2 (13.33%) Analytics
3 2 (13.33%) Continuous Integration
3 2 (13.33%) Decision-Making
3 2 (13.33%) Kanban
3 2 (13.33%) OO
3 2 (13.33%) OOA/OOD
3 2 (13.33%) Presales
3 2 (13.33%) Risk Management
3 2 (13.33%) RUP
3 2 (13.33%) Scaled Agile Framework
3 2 (13.33%) Scrum
3 2 (13.33%) Test Automation
4 1 (6.67%) Data Modelling
4 1 (6.67%) ERP
Programming Languages
1 8 (53.33%) JavaScript
2 4 (26.67%) PHP
3 2 (13.33%) C#
3 2 (13.33%) SQL
3 2 (13.33%) VBA
4 1 (6.67%) T-SQL
4 1 (6.67%) VB.NET
Qualifications
1 7 (46.67%) Degree
Vendors
1 3 (20.00%) SAP
2 1 (6.67%) Microsoft
2 1 (6.67%) Tableau