Period
to 20 July 2019

The table below looks at the prevalence of the term Data Structures in permanent job vacancies advertised in the South East. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 20 July 2019 with a comparison to the same period over the previous 2 years.

Data Structures
England > South East
6 months to
20 Jul 2019
Same period 2018 Same period 2017
Rank 354 432 409
Rank change year-on-year +78 -23 +108
Permanent jobs citing Data Structures 164 117 135
As % of all permanent IT jobs advertised in the South East 0.61% 0.38% 0.45%
As % of the Miscellaneous category 1.68% 1.07% 1.30%
Number of salaries quoted 112 99 110
South East median annual salary £55,000 £50,000 £44,000
Median salary % change year-on-year +10.00% +13.64% -7.37%
10th Percentile £31,500 £27,500 £27,500
90th Percentile £68,750 £66,000 £66,625
England median annual salary £65,000 £60,000 £55,000
% change year-on-year +8.33% +9.09% -4.35%

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 the South East with a requirement for generic IT skills.

All Generic IT Skills
South East
Permanent vacancies with a requirement for generic IT skills 9,745 10,985 10,403
As % of all permanent IT jobs advertised in the South East 36.44% 36.05% 35.05%
Number of salaries quoted 7,330 8,813 8,497
South East median annual salary £50,000 £47,500 £45,000
Median salary % change year-on-year +5.26% +5.56% -
10th Percentile £28,750 £27,500 £26,250
90th Percentile £75,000 £71,250 £68,750
England median annual salary £52,500 £51,000 £50,000
% change year-on-year +2.94% +2.00% -

Data Structures
Job Vacancy Trend in the South East

Job postings citing Data Structures as a percentage of all IT jobs advertised in the South East.

Job vacancy trend for Data Structures in the South East

Data Structures
Salary Trend in the South East

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

Salary trend for Data Structures in the South East

Data Structures
Salary Histogram in the South East

The salary distribution of IT jobs citing Data Structures in the South East over the 6 months to 20 July 2019.

Salary histogram for Data Structures in the South East

Data Structures
Job Locations in the South East

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the South East region over the 6 months to 20 July 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
Thames Valley +67 64 £60,000 - 17
Hampshire +19 45 £37,601 -24.80% 7
Oxfordshire +65 29 £55,000 -12.70% 4
Berkshire +43 26 £62,500 +4.17% 10
East Sussex +29 26 £53,500 +7.00%
Surrey +8 12 £55,000 +83.33% 5
Buckinghamshire +28 9 £55,000 +49.66% 3
West Sussex -19 6 £34,750 -22.78% 3
Kent +12 2 £50,250 - 3
Middlesex - 1 £60,000 -
Data Structures
England

For the 6 months to 20 July 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 South East region with a requirement for Data Structures.

1 78 (47.56%) Algorithms
2 68 (41.46%) SQL
3 50 (30.49%) Java
4 48 (29.27%) Data Modelling
4 48 (29.27%) Software Engineering
5 45 (27.44%) Agile Software Development
6 38 (23.17%) C++
6 38 (23.17%) Mathematics
7 37 (22.56%) SQL Server
7 37 (22.56%) Business Intelligence
7 37 (22.56%) Analytics
8 35 (21.34%) Python
9 31 (18.90%) OO
10 29 (17.68%) Web Services
10 29 (17.68%) Open Source
11 28 (17.07%) Degree
12 27 (16.46%) SAP
13 26 (15.85%) Git (software)
14 25 (15.24%) Continuous Integration
14 25 (15.24%) ETL
15 24 (14.63%) Computer Science
15 24 (14.63%) Analytical Skills
15 24 (14.63%) Greenfield Project
16 23 (14.02%) Microsoft Excel
16 23 (14.02%) .NET
16 23 (14.02%) JavaScript
17 22 (13.41%) Finance
18 21 (12.80%) Visualisation
19 20 (12.20%) Load Testing
19 20 (12.20%) Unit Testing

Data Structures
Co-occurring IT Skills in the South East 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 (5.49%) SharePoint
2 7 (4.27%) Tomcat
3 5 (3.05%) Apache Spark
3 5 (3.05%) SAS
4 3 (1.83%) Apache Airflow
4 3 (1.83%) Luigi
5 1 (0.61%) Alfresco
5 1 (0.61%) Apache
Applications
1 23 (14.02%) Microsoft Excel
2 10 (6.10%) Microsoft Office
3 6 (3.66%) Microsoft PowerPoint
4 3 (1.83%) MS Visio
Business Applications
1 11 (6.71%) SAP S/4HANA
2 9 (5.49%) SAP BPC
3 6 (3.66%) SAP GTS
4 4 (2.44%) FastStats
4 4 (2.44%) FastStats PeopleStage
Cloud Services
1 15 (9.15%) Microsoft Azure
2 14 (8.54%) Amazon AWS
2 14 (8.54%) Google Cloud Platform
3 9 (5.49%) Power Platform
4 6 (3.66%) SuccessFactors
5 3 (1.83%) Dynamics 365
5 3 (1.83%) Force.com
6 2 (1.22%) GitHub
7 1 (0.61%) AdWords
7 1 (0.61%) Azure Data Factory
7 1 (0.61%) Cloud Computing
7 1 (0.61%) G Suite
7 1 (0.61%) Google Analytics
7 1 (0.61%) PaaS
Communications & Networking
1 3 (1.83%) Internet
2 1 (0.61%) Broadband
2 1 (0.61%) Network Security
2 1 (0.61%) Wireless
Database & Business Intelligence
1 37 (22.56%) SQL Server
2 17 (10.37%) Data Warehouse
2 17 (10.37%) NoSQL
3 13 (7.93%) Relational Database
4 12 (7.32%) QlikView
5 10 (6.10%) BusinessObjects Business Intelligence
6 9 (5.49%) Big Data
6 9 (5.49%) Power BI
6 9 (5.49%) SAP HANA
7 8 (4.88%) BusinessObjects
7 8 (4.88%) MongoDB
7 8 (4.88%) SAP BW
8 7 (4.27%) Amazon Aurora
8 7 (4.27%) Hadoop
8 7 (4.27%) PostgreSQL
9 6 (3.66%) SQL Server Reporting Services
10 5 (3.05%) Data Mining
10 5 (3.05%) MySQL
10 5 (3.05%) Qlik Sense
10 5 (3.05%) SQL Server Integration Services
Development Applications
1 26 (15.85%) Git (software)
2 13 (7.93%) Selenium
2 13 (7.93%) Subversion
3 12 (7.32%) Cucumber
3 12 (7.32%) Jenkins
3 12 (7.32%) Mocha
3 12 (7.32%) SpecFlow
3 12 (7.32%) TeamCity
3 12 (7.32%) Visual Studio Team System
3 12 (7.32%) WebDriver
4 8 (4.88%) Eclipse
4 8 (4.88%) IntelliJ
4 8 (4.88%) Maven
5 7 (4.27%) Gradle
6 6 (3.66%) Mercurial
7 4 (2.44%) JIRA
7 4 (2.44%) Toad
8 3 (1.83%) Hudson
8 3 (1.83%) Travis CI
9 2 (1.22%) Team Foundation Server
General
1 22 (13.41%) Finance
2 5 (3.05%) Manufacturing
3 4 (2.44%) Marketing
4 3 (1.83%) Pharmaceutical
5 2 (1.22%) Legal
6 1 (0.61%) Advertising
6 1 (0.61%) Aerospace
6 1 (0.61%) Avionics
6 1 (0.61%) Banking
6 1 (0.61%) Electronics
6 1 (0.61%) Publishing
6 1 (0.61%) Telecoms
Job Titles
1 64 (39.02%) Developer
2 31 (18.90%) Software Engineer
3 23 (14.02%) Java Developer
4 20 (12.20%) Analyst
5 14 (8.54%) C++ Software Engineer
6 12 (7.32%) Scientific Software Engineer
7 11 (6.71%) Architect
7 11 (6.71%) Development Engineer
7 11 (6.71%) Senior Developer
7 11 (6.71%) Software Development Engineer
8 10 (6.10%) Front End Developer (Client-Side Developer)
9 9 (5.49%) Senior C++ Software Engineer
9 9 (5.49%) Senior Development Engineer
9 9 (5.49%) Senior Software Development Engineer
9 9 (5.49%) Senior Software Engineer
9 9 (5.49%) Systems Analyst
9 9 (5.49%) UX Developer
10 8 (4.88%) Consultant
10 8 (4.88%) SAP BPC Consultant
10 8 (4.88%) SAP Consultant
Libraries, Frameworks & Software Standards
1 29 (17.68%) Web Services
2 23 (14.02%) .NET
3 20 (12.20%) HTML
4 19 (11.59%) STL
5 18 (10.98%) CSS
6 16 (9.76%) Qt
6 16 (9.76%) REST
6 16 (9.76%) XML
7 15 (9.15%) ATL
8 12 (7.32%) .NET Core
9 10 (6.10%) AngularJS
9 10 (6.10%) React
10 8 (4.88%) Hibernate
10 8 (4.88%) HTML5
10 8 (4.88%) Spring
11 7 (4.27%) Django
11 7 (4.27%) jQuery
12 4 (2.44%) ASP.NET
12 4 (2.44%) WF
13 3 (1.83%) JSON
Miscellaneous
1 78 (47.56%) Algorithms
2 24 (14.63%) Analytical Skills
2 24 (14.63%) Greenfield Project
3 15 (9.15%) Client/Server
4 12 (7.32%) User Experience
5 11 (6.71%) Management Information System
6 8 (4.88%) Enterprise Software
7 4 (2.44%) Life Science
7 4 (2.44%) Mobile App
7 4 (2.44%) Robotics
8 1 (0.61%) FMCG
8 1 (0.61%) Internet of Things
8 1 (0.61%) Linux Command Line
8 1 (0.61%) Reference Data
Operating Systems
1 8 (4.88%) Linux
2 2 (1.22%) Windows
3 1 (0.61%) Unix
Processes & Methodologies
1 48 (29.27%) Data Modelling
1 48 (29.27%) Software Engineering
2 45 (27.44%) Agile Software Development
3 38 (23.17%) Mathematics
4 37 (22.56%) Analytics
4 37 (22.56%) Business Intelligence
5 31 (18.90%) OO
6 29 (17.68%) Open Source
7 25 (15.24%) Continuous Integration
7 25 (15.24%) ETL
8 24 (14.63%) Computer Science
9 21 (12.80%) Visualisation
10 20 (12.20%) Load Testing
10 20 (12.20%) Unit Testing
11 19 (11.59%) Physics
11 19 (11.59%) Test Automation
12 18 (10.98%) Scrum
13 16 (9.76%) CRM
13 16 (9.76%) Data Visualisation
13 16 (9.76%) Software Testing
Programming Languages
1 68 (41.46%) SQL
2 50 (30.49%) Java
3 38 (23.17%) C++
4 35 (21.34%) Python
5 23 (14.02%) JavaScript
6 12 (7.32%) Go
7 11 (6.71%) VBA
8 7 (4.27%) C#
9 5 (3.05%) C
9 5 (3.05%) R
10 4 (2.44%) MATLAB
10 4 (2.44%) Scala
10 4 (2.44%) T-SQL
11 3 (1.83%) Apex Code
11 3 (1.83%) VB.NET
12 2 (1.22%) VB
13 1 (0.61%) PHP
13 1 (0.61%) PL/SQL
Qualifications
1 28 (17.07%) Degree
2 16 (9.76%) Computer Science Degree
3 4 (2.44%) Numerate Degree
4 3 (1.83%) PhD
4 3 (1.83%) Security Cleared
5 2 (1.22%) SC Cleared
6 1 (0.61%) A+ Certification
6 1 (0.61%) CompTIA Security+
6 1 (0.61%) ISTQB
6 1 (0.61%) Network+ Certification
Quality Assurance & Compliance
1 16 (9.76%) Data Quality
2 9 (5.49%) QA
3 4 (2.44%) SLA
System Software
1 16 (9.76%) Docker
Systems Management
1 15 (9.15%) Kubernetes
2 1 (0.61%) Data Guard
Vendors
1 27 (16.46%) SAP
2 19 (11.59%) Tableau
3 16 (9.76%) Microsoft
4 14 (8.54%) Google
5 12 (7.32%) Cypress Semiconductor
6 6 (3.66%) Salesforce.com
7 5 (3.05%) Oracle
8 3 (1.83%) Jitterbit
9 2 (1.22%) Informatica
10 1 (0.61%) Alteryx
10 1 (0.61%) CA Agile Central
10 1 (0.61%) Netezza
10 1 (0.61%) Sybase
10 1 (0.61%) Xamarin