Period
to 20 November 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 20 November 2019 with a comparison to the same period over the previous 2 years.

Data Structures
South East > Berkshire
6 months to
20 Nov 2019
Same period 2018 Same period 2017
Rank 222 239 221
Rank change year-on-year +17 -18 +42
Permanent jobs citing Data Structures 11 26 39
As % of all permanent IT jobs advertised in Berkshire 0.20% 0.42% 0.62%
As % of the Miscellaneous category 0.55% 1.07% 1.64%
Number of salaries quoted 6 26 37
Berkshire median annual salary £55,000 £60,000 £57,500
Median salary % change year-on-year -8.33% +4.35% +4.55%
10th Percentile £45,625 £26,875 £29,300
90th Percentile £65,000 £67,500 £75,500
South East median annual salary £55,000 £55,000 £50,000
% change year-on-year - +10.00% +21.21%

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 2,001 2,431 2,380
As % of all permanent IT jobs advertised in Berkshire 36.48% 39.48% 37.78%
Number of salaries quoted 1,548 1,857 1,792
Berkshire median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% -
10th Percentile £31,500 £31,250 £29,000
90th Percentile £82,500 £75,000 £74,925
South East median annual salary £50,000 £48,000 £45,000
% change year-on-year +4.17% +6.67% -

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 20 November 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 20 November 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
Maidenhead +34 2 £55,000 -25.42%
Slough +14 1 - -
Reading -13 1 £45,000 +28.57% 3
Data Structures
South East

For the 6 months to 20 November 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 10 (90.91%) SQL
2 9 (81.82%) Data Modelling
3 7 (63.64%) Analytical Skills
4 6 (54.55%) Problem-Solving
4 6 (54.55%) Business Intelligence
5 4 (36.36%) Validation
5 4 (36.36%) Agile Software Development
5 4 (36.36%) QA
5 4 (36.36%) Visualisation
5 4 (36.36%) Data Visualisation
5 4 (36.36%) Tableau
5 4 (36.36%) Storytelling
5 4 (36.36%) Scorecard
6 3 (27.27%) Algorithms
6 3 (27.27%) DevOps
6 3 (27.27%) KnockoutJS
6 3 (27.27%) AngularJS
6 3 (27.27%) ASP.NET MVC
6 3 (27.27%) Data Architecture
6 3 (27.27%) Team Foundation Server
6 3 (27.27%) Product Management
6 3 (27.27%) Degree
6 3 (27.27%) JIRA
6 3 (27.27%) Computer Science
6 3 (27.27%) Software Engineering
6 3 (27.27%) MVC
6 3 (27.27%) OOP
6 3 (27.27%) C#
6 3 (27.27%) JavaScript
6 3 (27.27%) .NET

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:

Cloud Services
1 1 (9.09%) AWS
1 1 (9.09%) Azure
1 1 (9.09%) Azure Data Factory
1 1 (9.09%) GCP
1 1 (9.09%) Power Platform
Database & Business Intelligence
1 3 (27.27%) SQL Server
2 2 (18.18%) Data Warehouse
3 1 (9.09%) Azure SQL Data Warehouse
3 1 (9.09%) Azure SQL Database
3 1 (9.09%) Data Lake
3 1 (9.09%) HDInsight
3 1 (9.09%) Power BI
3 1 (9.09%) SQL Server Analysis Services
3 1 (9.09%) SQL Server Integration Services
3 1 (9.09%) SQL Server Reporting Services
3 1 (9.09%) Star Schema
Development Applications
1 3 (27.27%) JIRA
1 3 (27.27%) Team Foundation Server
1 3 (27.27%) Visual Studio
General
1 1 (9.09%) Finance
Job Titles
1 5 (45.45%) Developer
2 4 (36.36%) Tableau Developer
3 3 (27.27%) C# Software Engineer
3 3 (27.27%) Software Engineer
4 2 (18.18%) DBA
4 2 (18.18%) SQL DBA
5 1 (9.09%) Analyst
5 1 (9.09%) Business Analyst
5 1 (9.09%) Dashboard Developer
5 1 (9.09%) Data Analyst
5 1 (9.09%) Data Business Analyst
5 1 (9.09%) ETL Developer
5 1 (9.09%) Report Developer
5 1 (9.09%) SQL Developer
Libraries, Frameworks & Software Standards
1 3 (27.27%) .NET
1 3 (27.27%) AngularJS
1 3 (27.27%) ASP.NET
1 3 (27.27%) ASP.NET MVC
1 3 (27.27%) KnockoutJS
Miscellaneous
1 7 (63.64%) Analytical Skills
2 3 (27.27%) Algorithms
Operating Systems
1 2 (18.18%) Windows
1 2 (18.18%) Windows Server
Processes & Methodologies
1 9 (81.82%) Data Modelling
2 6 (54.55%) Business Intelligence
2 6 (54.55%) Problem-Solving
3 4 (36.36%) Agile Software Development
3 4 (36.36%) Data Visualisation
3 4 (36.36%) Scorecard
3 4 (36.36%) Storytelling
3 4 (36.36%) Validation
3 4 (36.36%) Visualisation
4 3 (27.27%) Computer Science
4 3 (27.27%) Data Architecture
4 3 (27.27%) DevOps
4 3 (27.27%) MVC
4 3 (27.27%) OOP
4 3 (27.27%) Product Management
4 3 (27.27%) Software Engineering
5 2 (18.18%) Content Management
5 2 (18.18%) Disaster Recovery
5 2 (18.18%) Statistics
5 2 (18.18%) Time Management
Programming Languages
1 10 (90.91%) SQL
2 3 (27.27%) C#
2 3 (27.27%) JavaScript
3 1 (9.09%) T-SQL
Qualifications
1 3 (27.27%) Degree
2 2 (18.18%) MCDBA
2 2 (18.18%) MCITP
2 2 (18.18%) MCTS
2 2 (18.18%) Microsoft Certification
Quality Assurance & Compliance
1 4 (36.36%) QA
2 1 (9.09%) Data Quality
System Software
1 2 (18.18%) Active Directory
Vendors
1 4 (36.36%) Tableau
2 1 (9.09%) Google