Period
to 11 December 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 11 December 2018 with a comparison to the same period over the previous 2 years.

Data Structures
West Midlands > Birmingham
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 172 178 202
Rank change year-on-year +6 +24 -26
Permanent jobs citing Data Structures 14 22 19
As % of all permanent IT jobs advertised in Birmingham 0.39% 0.58% 0.41%
As % of the Miscellaneous category 0.89% 1.37% 0.98%
Number of salaries quoted 13 17 16
Birmingham median annual salary £40,000 £37,500 £60,000
Median salary % change year-on-year +6.67% -37.50% -
West Midlands median annual salary £41,000 £37,500 £50,000
% change year-on-year +9.33% -25.00% +30.20%

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 1,572 1,604 1,943
As % of all permanent IT jobs advertised in Birmingham 44.22% 42.10% 42.24%
Number of salaries quoted 1,028 1,168 1,227
Birmingham median annual salary £50,000 £43,750 £42,500
Median salary % change year-on-year +14.29% +2.94% -
10th Percentile £26,750 £26,250 £25,750
90th Percentile £77,500 £65,000 £70,000
West Midlands median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 11 December 2018.

Salary histogram for Data Structures in Birmingham

For the 6 months to 11 December 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 10 (71.43%) Scrum
1 10 (71.43%) Algorithms
2 9 (64.29%) GitHub
2 9 (64.29%) Jenkins
2 9 (64.29%) Issue Tracking
2 9 (64.29%) Project Management
2 9 (64.29%) Agile Software Development
2 9 (64.29%) JavaScript
2 9 (64.29%) Microsoft Office
2 9 (64.29%) Python
2 9 (64.29%) JIRA
2 9 (64.29%) QA
2 9 (64.29%) Multithreading
2 9 (64.29%) Atlassian
2 9 (64.29%) Confluence
3 6 (42.86%) Front End Development
4 4 (28.57%) SQL
5 3 (21.43%) SQL Server
5 3 (21.43%) Business Intelligence
5 3 (21.43%) Analytical Skills
5 3 (21.43%) Translating Business Requirements
6 2 (14.29%) SQL Server Analysis Services
6 2 (14.29%) SDET
6 2 (14.29%) Power BI
6 2 (14.29%) Microsoft
6 2 (14.29%) Data Warehouse
6 2 (14.29%) Windows
6 2 (14.29%) T-SQL
6 2 (14.29%) Visualisation
6 2 (14.29%) Cucumber

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 9 (64.29%) Confluence
2 1 (7.14%) SharePoint
Applications
1 9 (64.29%) Microsoft Office
Cloud Services
1 9 (64.29%) GitHub
2 1 (7.14%) Microsoft Azure
2 1 (7.14%) Office 365
Communications & Networking
1 1 (7.14%) SAN
1 1 (7.14%) Wireless
Database & Business Intelligence
1 3 (21.43%) SQL Server
2 2 (14.29%) Data Warehouse
2 2 (14.29%) Microsoft Analysis Services
2 2 (14.29%) Power BI
2 2 (14.29%) SQL Server Analysis Services
2 2 (14.29%) SQL Server Integration Services
2 2 (14.29%) SQL Server Reporting Services
3 1 (7.14%) BusinessObjects
3 1 (7.14%) BusinessObjects Business Intelligence
3 1 (7.14%) Data Lake
3 1 (7.14%) OLAP
3 1 (7.14%) OLTP
Development Applications
1 9 (64.29%) Jenkins
1 9 (64.29%) JIRA
2 2 (14.29%) Cucumber
3 1 (7.14%) Team Foundation Server
General
1 1 (7.14%) Retail
Job Titles
1 9 (64.29%) Developer
2 7 (50.00%) JavaScript Developer
3 6 (42.86%) Front End Developer (Client-Side Developer)
4 2 (14.29%) Business Intelligence Developer
5 1 (7.14%) Administrator
5 1 (7.14%) C# Software Engineer
5 1 (7.14%) Data Modeller
5 1 (7.14%) DBA
5 1 (7.14%) Python Developer
5 1 (7.14%) Senior C# Software Engineer
5 1 (7.14%) Senior Software Engineer
5 1 (7.14%) Software Engineer
Libraries, Frameworks & Software Standards
1 1 (7.14%) .NET
1 1 (7.14%) .NET Framework
1 1 (7.14%) WinForms
1 1 (7.14%) WPF
Miscellaneous
1 10 (71.43%) Algorithms
2 3 (21.43%) Analytical Skills
3 1 (7.14%) Clustering
3 1 (7.14%) Data Centre
3 1 (7.14%) Data Protection Act
3 1 (7.14%) Hybrid Cloud
3 1 (7.14%) Replication
3 1 (7.14%) Video Conferencing
Operating Systems
1 2 (14.29%) Windows
2 1 (7.14%) Windows 10
Processes & Methodologies
1 10 (71.43%) Scrum
2 9 (64.29%) Agile Software Development
2 9 (64.29%) Issue Tracking
2 9 (64.29%) Multithreading
2 9 (64.29%) Project Management
3 6 (42.86%) Front End Development
4 3 (21.43%) Business Intelligence
4 3 (21.43%) Translating Business Requirements
5 2 (14.29%) Data Visualisation
5 2 (14.29%) SDET
5 2 (14.29%) Visualisation
6 1 (7.14%) Capacity Planning
6 1 (7.14%) Conceptual Models
6 1 (7.14%) Continuous Improvement
6 1 (7.14%) Data Development
6 1 (7.14%) High Availability
6 1 (7.14%) Information Engineering
6 1 (7.14%) Master Data Management
6 1 (7.14%) Problem-Solving
6 1 (7.14%) Storage Management
Programming Languages
1 9 (64.29%) JavaScript
1 9 (64.29%) Python
2 4 (28.57%) SQL
3 2 (14.29%) T-SQL
4 1 (7.14%) C#
Qualifications
1 1 (7.14%) Computer Science Degree
1 1 (7.14%) Degree
Quality Assurance & Compliance
1 9 (64.29%) QA
Vendors
1 9 (64.29%) Atlassian
2 2 (14.29%) Microsoft
3 1 (7.14%) Birst
3 1 (7.14%) IBM