Period
to 16 October 2018

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Birmingham. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 16 October 2018 with a comparison to the same period over the previous 2 years.

Data Structures
West Midlands > Birmingham
6 months to
16 Oct 2018
Same period 2017 Same period 2016
Rank 177 179 196
Rank change year-on-year +2 +17 -11
Permanent jobs citing Data Structures 16 16 26
As % of all permanent IT jobs advertised in Birmingham 0.44% 0.42% 0.54%
As % of the Miscellaneous category 0.94% 1.00% 1.23%
Number of salaries quoted 15 16 22
Birmingham median annual salary £40,000 £37,500 £60,000
Median salary % change year-on-year +6.67% -37.50% -4.00%
West Midlands median annual salary £41,000 £37,500 £60,000
% change year-on-year +9.33% -37.50% +50.00%

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 Birmingham with a requirement for generic IT skills.

All Generic IT Skills
Birmingham
Permanent vacancies with a requirement for generic IT skills 1,699 1,603 2,118
As % of all permanent IT jobs advertised in Birmingham 46.50% 42.21% 44.01%
Number of salaries quoted 1,129 1,174 1,361
Birmingham median annual salary £50,000 £42,500 £41,333
Median salary % change year-on-year +17.65% +2.82% -2.75%
10th Percentile £26,250 £26,750 £22,750
90th Percentile £75,000 £65,000 £67,500
West Midlands median annual salary £43,500 £40,000 £40,000
% change year-on-year +8.75% - +2.56%

Data Structures
Job Vacancy Trend in Birmingham

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

Job vacancy trend for Data Structures in Birmingham

Data Structures
Salary Trend in Birmingham

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

Salary trend for Data Structures in Birmingham

Data Structures
Salary Histogram in Birmingham

The salary distribution of IT jobs citing Data Structures in Birmingham over the 6 months to 16 October 2018.

Salary histogram for Data Structures in Birmingham

For the 6 months to 16 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 Birmingham region with a requirement for Data Structures.

1 13 (81.25%) Scrum
1 13 (81.25%) Agile Software Development
1 13 (81.25%) Algorithms
2 12 (75.00%) GitHub
2 12 (75.00%) Jenkins
2 12 (75.00%) Issue Tracking
2 12 (75.00%) Project Management
2 12 (75.00%) JavaScript
2 12 (75.00%) Microsoft Office
2 12 (75.00%) JIRA
2 12 (75.00%) QA
2 12 (75.00%) Atlassian
2 12 (75.00%) Multithreading
2 12 (75.00%) Confluence
3 9 (56.25%) Python
4 7 (43.75%) SQL
4 7 (43.75%) SQL Server
5 5 (31.25%) C#
5 5 (31.25%) Java
5 5 (31.25%) Front End Development
6 4 (25.00%) SDET
6 4 (25.00%) BrowserStack
6 4 (25.00%) Robot Framework
6 4 (25.00%) Appium
6 4 (25.00%) TestNG
6 4 (25.00%) Robotium
6 4 (25.00%) MySQL
6 4 (25.00%) Visual Studio
6 4 (25.00%) Test Automation
6 4 (25.00%) WebDriver

Data Structures
Co-occurring IT Skills in Birmingham 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 12 (75.00%) Confluence
Applications
1 12 (75.00%) Microsoft Office
Cloud Services
1 12 (75.00%) GitHub
2 4 (25.00%) BrowserStack
3 1 (6.25%) iTunes
Database & Business Intelligence
1 7 (43.75%) SQL Server
2 4 (25.00%) MySQL
3 2 (12.50%) Microsoft Analysis Services
3 2 (12.50%) Power BI
3 2 (12.50%) SQL Server Analysis Services
3 2 (12.50%) SQL Server Integration Services
3 2 (12.50%) SQL Server Reporting Services
Development Applications
1 12 (75.00%) Jenkins
1 12 (75.00%) JIRA
2 4 (25.00%) Appium
2 4 (25.00%) Maven
2 4 (25.00%) Robot Framework
2 4 (25.00%) Robotium
2 4 (25.00%) Selenium
2 4 (25.00%) TestNG
2 4 (25.00%) Visual Studio
2 4 (25.00%) WebDriver
3 2 (12.50%) Cucumber
4 1 (6.25%) Git (software)
4 1 (6.25%) Team Foundation Server
4 1 (6.25%) Xcode
General
1 1 (6.25%) Retail
Job Titles
1 10 (62.50%) Developer
2 7 (43.75%) JavaScript Developer
3 5 (31.25%) Front End Developer (Client-Side Developer)
4 4 (25.00%) Development Engineer
4 4 (25.00%) Software Development Engineer
4 4 (25.00%) Software Engineer
4 4 (25.00%) Software Test Engineer
4 4 (25.00%) Test Development Engineer
4 4 (25.00%) Test Engineer
5 2 (12.50%) Business Intelligence Developer
5 2 (12.50%) Python Developer
6 1 (6.25%) Android Developer
6 1 (6.25%) C# Software Engineer
6 1 (6.25%) iOS Developer
6 1 (6.25%) Mobile Applications Developer
6 1 (6.25%) Mobile Developer
6 1 (6.25%) Senior Android Developer
6 1 (6.25%) Senior iOS Developer
6 1 (6.25%) Senior Mobile Applications Developer
6 1 (6.25%) Senior Software Engineer
Libraries, Frameworks & Software Standards
1 1 (6.25%) .NET
1 1 (6.25%) .NET Framework
1 1 (6.25%) REST
1 1 (6.25%) SOAP
1 1 (6.25%) Web Services
1 1 (6.25%) WinForms
1 1 (6.25%) WPF
Miscellaneous
1 13 (81.25%) Algorithms
2 2 (12.50%) Analytical Skills
3 1 (6.25%) Computer Science
3 1 (6.25%) Mobile App
3 1 (6.25%) Social Media
Operating Systems
1 1 (6.25%) Android
1 1 (6.25%) Apple iOS
1 1 (6.25%) Windows
Processes & Methodologies
1 13 (81.25%) Agile Software Development
1 13 (81.25%) Scrum
2 12 (75.00%) Issue Tracking
2 12 (75.00%) Multithreading
2 12 (75.00%) Project Management
3 5 (31.25%) Front End Development
4 4 (25.00%) SDET
4 4 (25.00%) Software Testing
4 4 (25.00%) Test Automation
5 2 (12.50%) Business Intelligence
5 2 (12.50%) Data Visualisation
5 2 (12.50%) OO
5 2 (12.50%) Translating Business Requirements
5 2 (12.50%) Unit Testing
5 2 (12.50%) Visualisation
6 1 (6.25%) Android Development
6 1 (6.25%) Continuous Integration
6 1 (6.25%) iOS Development
6 1 (6.25%) OOD
6 1 (6.25%) Software Engineering
Programming Languages
1 12 (75.00%) JavaScript
2 9 (56.25%) Python
3 7 (43.75%) SQL
4 5 (31.25%) C#
4 5 (31.25%) Java
5 2 (12.50%) T-SQL
6 1 (6.25%) Ruby
Qualifications
1 3 (18.75%) ISEB
1 3 (18.75%) ISTQB Foundation Certification
2 1 (6.25%) Computer Science Degree
2 1 (6.25%) Degree
Quality Assurance & Compliance
1 12 (75.00%) QA
Vendors
1 12 (75.00%) Atlassian
2 1 (6.25%) Apple
2 1 (6.25%) Microsoft