Period
to 18 June 2019

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in Berkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 18 June 2019 with a comparison to the same period over the previous 2 years.

Data Structures
South East > Berkshire
6 months to
18 Jun 2019
Same period 2018 Same period 2017
Rank 218 248 242
Rank change year-on-year +30 -6 +48
Permanent jobs citing Data Structures 29 22 29
As % of all permanent IT jobs advertised in Berkshire 0.51% 0.33% 0.44%
As % of the Miscellaneous category 1.34% 0.88% 1.20%
Number of salaries quoted 22 20 23
Berkshire median annual salary £62,500 £60,000 £45,000
Median salary % change year-on-year +4.17% +33.33% +5.88%
10th Percentile £42,500 £35,000 £36,250
90th Percentile £67,500 £70,000 £61,250
South East median annual salary £55,000 £50,000 £42,500
% change year-on-year +10.00% +17.65% -5.56%

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 Berkshire with a requirement for generic IT skills.

All Generic IT Skills
Berkshire
Permanent vacancies with a requirement for generic IT skills 2,160 2,507 2,421
As % of all permanent IT jobs advertised in Berkshire 37.80% 37.26% 36.36%
Number of salaries quoted 1,664 1,977 1,819
Berkshire median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% -
10th Percentile £30,000 £28,818 £27,000
90th Percentile £75,000 £72,500 £75,000
South East median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Data Structures
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Structures in Berkshire

Data Structures
Salary Trend in Berkshire

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

Salary trend for Data Structures in Berkshire

Data Structures
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Structures in Berkshire over the 6 months to 18 June 2019.

Salary histogram for Data Structures in Berkshire

Data Structures
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the Berkshire region over the 6 months to 18 June 2019. 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
Reading 0 12 £55,000 +22.22%
Newbury +15 11 £62,500 +78.57%
Slough +10 2 - -
Data Structures
South East

For the 6 months to 18 June 2019, 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 Berkshire region with a requirement for Data Structures.

1 18 (62.07%) Data Modelling
2 14 (48.28%) Agile Software Development
3 11 (37.93%) Algorithms
4 10 (34.48%) AngularJS
4 10 (34.48%) Product Management
4 10 (34.48%) Java
4 10 (34.48%) JavaScript
5 9 (31.03%) SQL
5 9 (31.03%) SQL Server
5 9 (31.03%) CSS
5 9 (31.03%) OOP
5 9 (31.03%) Tomcat
5 9 (31.03%) Eclipse
5 9 (31.03%) IntelliJ
5 9 (31.03%) PostgreSQL
5 9 (31.03%) Hibernate
5 9 (31.03%) Scrum
5 9 (31.03%) Kanban
5 9 (31.03%) Git (software)
5 9 (31.03%) HTML
5 9 (31.03%) jQuery
5 9 (31.03%) Subversion
5 9 (31.03%) Spring
5 9 (31.03%) Maven
5 9 (31.03%) Gradle
5 9 (31.03%) Jenkins
5 9 (31.03%) Enterprise Software
5 9 (31.03%) Amazon AWS
5 9 (31.03%) HTML5
5 9 (31.03%) MongoDB

Data Structures
Co-occurring IT Skills in Berkshire 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 (31.03%) Tomcat
2 1 (3.45%) Alfresco
Cloud Services
1 9 (31.03%) Amazon AWS
2 3 (10.34%) Force.com
3 1 (3.45%) Microsoft Azure
Database & Business Intelligence
1 9 (31.03%) Amazon Aurora
1 9 (31.03%) MongoDB
1 9 (31.03%) PostgreSQL
1 9 (31.03%) SQL Server
Development Applications
1 9 (31.03%) Eclipse
1 9 (31.03%) Git (software)
1 9 (31.03%) Gradle
1 9 (31.03%) IntelliJ
1 9 (31.03%) Jenkins
1 9 (31.03%) Maven
1 9 (31.03%) Subversion
2 1 (3.45%) JIRA
2 1 (3.45%) Team Foundation Server
2 1 (3.45%) Visual Studio
General
1 2 (6.90%) Marketing
2 1 (3.45%) Banking
2 1 (3.45%) Finance
Job Titles
1 25 (86.21%) Developer
2 8 (27.59%) Full Stack Developer
2 8 (27.59%) Java Developer
2 8 (27.59%) Python Developer
3 5 (17.24%) Tableau Developer
4 3 (10.34%) Salesforce Developer
4 3 (10.34%) Senior Developer
5 2 (6.90%) Dashboard Developer
5 2 (6.90%) Report Developer
5 2 (6.90%) Senior Salesforce Developer
5 2 (6.90%) SEO Manager
5 2 (6.90%) SQL Developer
6 1 (3.45%) C# Software Engineer
6 1 (3.45%) PHP Developer
6 1 (3.45%) Senior PHP Developer
6 1 (3.45%) Software Engineer
Libraries, Frameworks & Software Standards
1 10 (34.48%) AngularJS
2 9 (31.03%) CSS
2 9 (31.03%) Hibernate
2 9 (31.03%) HTML
2 9 (31.03%) HTML5
2 9 (31.03%) jQuery
2 9 (31.03%) React
2 9 (31.03%) Spring
3 7 (24.14%) Django
4 4 (13.79%) Web Services
5 3 (10.34%) .NET
5 3 (10.34%) REST
5 3 (10.34%) Visualforce
6 1 (3.45%) ASP.NET
6 1 (3.45%) ASP.NET MVC
6 1 (3.45%) CSS3
6 1 (3.45%) KnockoutJS
6 1 (3.45%) LAMP
6 1 (3.45%) Symfony
Miscellaneous
1 11 (37.93%) Algorithms
2 9 (31.03%) Enterprise Software
3 6 (20.69%) Analytical Skills
4 2 (6.90%) Driving Licence
Operating Systems
1 1 (3.45%) Linux
Processes & Methodologies
1 18 (62.07%) Data Modelling
2 14 (48.28%) Agile Software Development
3 10 (34.48%) Product Management
4 9 (31.03%) Kanban
4 9 (31.03%) OOP
4 9 (31.03%) Scrum
5 5 (17.24%) Business Intelligence
5 5 (17.24%) Data Visualisation
5 5 (17.24%) Scorecard
5 5 (17.24%) Storytelling
5 5 (17.24%) Validation
5 5 (17.24%) Visualisation
6 3 (10.34%) ETL
6 3 (10.34%) Test Scripting
6 3 (10.34%) Use Case
7 2 (6.90%) B2B
7 2 (6.90%) CRM
7 2 (6.90%) MVC
7 2 (6.90%) Project Management
7 2 (6.90%) SEO
Programming Languages
1 10 (34.48%) Java
1 10 (34.48%) JavaScript
2 9 (31.03%) SQL
3 8 (27.59%) Python
4 3 (10.34%) Apex Code
4 3 (10.34%) T-SQL
5 2 (6.90%) C#
6 1 (3.45%) C++
6 1 (3.45%) PHP
Quality Assurance & Compliance
1 4 (13.79%) QA
Vendors
1 5 (17.24%) Tableau
2 3 (10.34%) Jitterbit
2 3 (10.34%) Salesforce.com
3 2 (6.90%) Google