Period
to 22 October 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 22 October 2019 with a comparison to the same period over the previous 2 years.

Data Structures
England > South East
6 months to
22 Oct 2019
Same period 2018 Same period 2017
Rank 388 405 414
Rank change year-on-year +17 +9 +81
Permanent jobs citing Data Structures 117 143 132
As % of all permanent IT jobs advertised in the South East 0.46% 0.49% 0.46%
As % of the Miscellaneous category 1.28% 1.36% 1.28%
Number of salaries quoted 84 112 108
South East median annual salary £55,000 £52,500 £50,000
Median salary % change year-on-year +4.76% +5.00% +11.11%
10th Percentile £32,500 £27,500 £27,500
90th Percentile £65,000 £98,875 £75,000
England median annual salary £65,000 £62,500 £55,000
% change year-on-year +4.00% +13.64% -8.33%

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 9,137 10,482 10,286
As % of all permanent IT jobs advertised in the South East 35.98% 35.97% 35.64%
Number of salaries quoted 6,973 8,376 8,342
South East median annual salary £50,000 £48,757 £45,000
Median salary % change year-on-year +2.55% +8.35% -
10th Percentile £27,500 £27,500 £26,250
90th Percentile £75,000 £72,500 £68,750
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% -

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 22 October 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 22 October 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 +6 39 £55,000 -8.33% 5
Hampshire +19 36 £41,750 -20.48% 8
Oxfordshire +14 25 £57,500 -14.18% 3
Surrey +32 19 £41,250 +13.01% 1
Kent +8 13 £57,500 -
Berkshire +5 10 £60,000 - 2
East Sussex +21 6 £97,500 - 2
Buckinghamshire +3 4 £55,000 +29.41%
Middlesex -8 1 £60,000 +50.00%
West Sussex -20 1 £31,500 -37.00% 1
Data Structures
England

For the 6 months to 22 October 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 63 (53.85%) SQL
2 56 (47.86%) Algorithms
3 48 (41.03%) Agile Software Development
4 42 (35.90%) Java
5 33 (28.21%) Data Modelling
5 33 (28.21%) Software Engineering
6 32 (27.35%) Mathematics
7 30 (25.64%) C++
8 29 (24.79%) .NET
8 29 (24.79%) Degree
8 29 (24.79%) Azure
9 28 (23.93%) AWS
9 28 (23.93%) Computer Science
9 28 (23.93%) Continuous Integration
9 28 (23.93%) Business Intelligence
9 28 (23.93%) Analytics
10 27 (23.08%) Docker
10 27 (23.08%) Kubernetes
10 27 (23.08%) C#
11 26 (22.22%) SQL Server
11 26 (22.22%) Git (software)
12 24 (20.51%) TeamCity
12 24 (20.51%) Test Automation
13 23 (19.66%) Python
14 22 (18.80%) ETL
14 22 (18.80%) JavaScript
14 22 (18.80%) Physics
15 21 (17.95%) Visualisation
16 20 (17.09%) NoSQL
16 20 (17.09%) Analytical Skills

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 7 (5.98%) Apache Spark
2 3 (2.56%) Apache Airflow
2 3 (2.56%) Luigi
2 3 (2.56%) SAS
2 3 (2.56%) SharePoint
3 1 (0.85%) Apache
3 1 (0.85%) Tomcat
Applications
1 4 (3.42%) Microsoft Excel
2 3 (2.56%) Microsoft Office
3 1 (0.85%) MS Visio
Business Applications
1 4 (3.42%) FastStats
1 4 (3.42%) FastStats PeopleStage
2 3 (2.56%) SAP BPC
2 3 (2.56%) SAP GTS
2 3 (2.56%) SAP S/4HANA
3 2 (1.71%) SAP HCM
4 1 (0.85%) SAP ERP
4 1 (0.85%) Visualfiles
Cloud Services
1 29 (24.79%) Azure
2 28 (23.93%) AWS
3 15 (12.82%) GCP
4 10 (8.55%) SuccessFactors
5 7 (5.98%) Power Platform
6 6 (5.13%) Dynamics 365
7 2 (1.71%) Taleo
8 1 (0.85%) AdWords
8 1 (0.85%) Azure Data Factory
8 1 (0.85%) Cloud Computing
8 1 (0.85%) G Suite
8 1 (0.85%) Google Analytics
8 1 (0.85%) PaaS
Communications & Networking
1 2 (1.71%) Internet
2 1 (0.85%) Intranet
Database & Business Intelligence
1 26 (22.22%) SQL Server
2 20 (17.09%) NoSQL
3 18 (15.38%) Relational Database
4 15 (12.82%) Data Warehouse
5 13 (11.11%) Big Data
6 8 (6.84%) Data Mart
7 7 (5.98%) Hadoop
7 7 (5.98%) Power BI
7 7 (5.98%) SQL Server Integration Services
8 6 (5.13%) Data Lake
8 6 (5.13%) MySQL
9 5 (4.27%) DataStage
10 3 (2.56%) BusinessObjects
10 3 (2.56%) BusinessObjects Business Intelligence
10 3 (2.56%) SAP BW
10 3 (2.56%) SAP HANA
11 2 (1.71%) Azure SQL Database
11 2 (1.71%) BigQuery
11 2 (1.71%) MongoDB
11 2 (1.71%) RDBMS
Development Applications
1 26 (22.22%) Git (software)
2 24 (20.51%) TeamCity
3 18 (15.38%) Jenkins
4 15 (12.82%) Team Foundation Server
5 12 (10.26%) Cucumber
5 12 (10.26%) Mocha
5 12 (10.26%) Selenium
5 12 (10.26%) SpecFlow
5 12 (10.26%) Visual Studio Team System
5 12 (10.26%) WebDriver
6 7 (5.98%) JIRA
7 3 (2.56%) Travis CI
7 3 (2.56%) Visual Studio
8 2 (1.71%) Eclipse
8 2 (1.71%) IntelliJ
8 2 (1.71%) Maven
9 1 (0.85%) Hudson
9 1 (0.85%) LINQPad
9 1 (0.85%) NetBeans
9 1 (0.85%) Subversion
General
1 10 (8.55%) Finance
2 5 (4.27%) Legal
3 4 (3.42%) Manufacturing
4 3 (2.56%) Pharmaceutical
4 3 (2.56%) Public Sector
5 2 (1.71%) Marketing
5 2 (1.71%) Telecoms
6 1 (0.85%) Electronics
6 1 (0.85%) Police
Job Titles
1 42 (35.90%) Developer
2 21 (17.95%) Software Engineer
3 14 (11.97%) Analyst
4 13 (11.11%) Architect
5 12 (10.26%) Scientific Software Engineer
6 11 (9.40%) Consultant
6 11 (9.40%) Data Architect
6 11 (9.40%) Software Developer
7 10 (8.55%) .NET Developer
7 10 (8.55%) Senior Developer
8 9 (7.69%) C# .NET Developer
8 9 (7.69%) C# Developer
9 8 (6.84%) .NET Software Developer
9 8 (6.84%) Data Engineer
10 7 (5.98%) C# Software Developer
10 7 (5.98%) Java Developer
11 6 (5.13%) Data Analyst
11 6 (5.13%) Development Engineer
11 6 (5.13%) Software Development Engineer
11 6 (5.13%) Tableau Developer
Libraries, Frameworks & Software Standards
1 29 (24.79%) .NET
2 17 (14.53%) Web Services
3 14 (11.97%) REST
4 13 (11.11%) Node.js
4 13 (11.11%) React
5 12 (10.26%) .NET Core
5 12 (10.26%) Spring Boot
6 9 (7.69%) XML
7 8 (6.84%) STL
8 6 (5.13%) ASP.NET
8 6 (5.13%) ATL
8 6 (5.13%) HTML
8 6 (5.13%) Qt
9 5 (4.27%) AngularJS
10 4 (3.42%) ASP.NET MVC
10 4 (3.42%) CSS
10 4 (3.42%) WF
11 3 (2.56%) Hibernate
11 3 (2.56%) jQuery
11 3 (2.56%) Spring
Miscellaneous
1 56 (47.86%) Algorithms
2 20 (17.09%) Analytical Skills
3 12 (10.26%) Management Information System
4 9 (7.69%) Greenfield Project
5 6 (5.13%) Client/Server
5 6 (5.13%) Reference Data
6 5 (4.27%) User Experience
7 3 (2.56%) Life Science
8 2 (1.71%) Robotics
9 1 (0.85%) Enterprise Software
9 1 (0.85%) FMCG
9 1 (0.85%) Linux Command Line
9 1 (0.85%) Mobile App
9 1 (0.85%) NHS
Operating Systems
1 4 (3.42%) Linux
1 4 (3.42%) Windows
2 1 (0.85%) Unix
2 1 (0.85%) Windows Server
Processes & Methodologies
1 48 (41.03%) Agile Software Development
2 33 (28.21%) Data Modelling
2 33 (28.21%) Software Engineering
3 32 (27.35%) Mathematics
4 28 (23.93%) Analytics
4 28 (23.93%) Business Intelligence
4 28 (23.93%) Computer Science
4 28 (23.93%) Continuous Integration
5 24 (20.51%) Test Automation
6 22 (18.80%) ETL
6 22 (18.80%) Physics
7 21 (17.95%) Visualisation
8 18 (15.38%) Data Management
9 16 (13.68%) OO
10 15 (12.82%) DevOps
11 14 (11.97%) Problem-Solving
11 14 (11.97%) Unit Testing
12 13 (11.11%) Data Strategy
12 13 (11.11%) Scorecard
13 12 (10.26%) Complexity Analysis
Programming Languages
1 63 (53.85%) SQL
2 42 (35.90%) Java
3 30 (25.64%) C++
4 27 (23.08%) C#
5 23 (19.66%) Python
6 22 (18.80%) JavaScript
7 12 (10.26%) Go
8 7 (5.98%) VB.NET
9 4 (3.42%) Scala
10 3 (2.56%) C
10 3 (2.56%) R
10 3 (2.56%) VBA
11 1 (0.85%) PL/SQL
11 1 (0.85%) PowerShell
11 1 (0.85%) T-SQL
11 1 (0.85%) VB
Qualifications
1 29 (24.79%) Degree
2 14 (11.97%) Computer Science Degree
3 7 (5.98%) Numerate Degree
4 6 (5.13%) Security Cleared
5 3 (2.56%) DV Cleared
5 3 (2.56%) PhD
5 3 (2.56%) SC Cleared
6 2 (1.71%) Master's Degree
Quality Assurance & Compliance
1 11 (9.40%) Data Quality
2 7 (5.98%) QA
3 1 (0.85%) SLA
3 1 (0.85%) Solvency II
System Software
1 27 (23.08%) Docker
Systems Management
1 27 (23.08%) Kubernetes
2 1 (0.85%) Data Guard
Vendors
1 15 (12.82%) Google
2 14 (11.97%) SAP
3 13 (11.11%) Microsoft
4 12 (10.26%) Cypress Semiconductor
5 10 (8.55%) Tableau
6 8 (6.84%) Oracle
7 5 (4.27%) Informatica
8 2 (1.71%) CA Agile Central
8 2 (1.71%) Citrix
8 2 (1.71%) Salesforce.com
9 1 (0.85%) BT
9 1 (0.85%) Cognos
9 1 (0.85%) Netezza
9 1 (0.85%) Sybase
9 1 (0.85%) Teradata
9 1 (0.85%) Xamarin