Period
to 19 October 2020

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 19 October 2020 with a comparison to the same period over the previous 2 years.

Data Structures
England > South East
6 months to
19 Oct 2020
Same period 2019 Same period 2018
Rank 235 387 407
Rank change year-on-year +152 +20 +3
Permanent jobs citing Data Structures 56 118 139
As % of all permanent jobs advertised in the South East 0.70% 0.47% 0.48%
As % of the Miscellaneous category 2.11% 1.30% 1.32%
Number of salaries quoted 41 85 108
Median annual salary £65,000 £55,000 £52,700
Median salary % change year-on-year +18.18% +4.37% +5.40%
10th Percentile £43,750 £32,500 £27,500
90th Percentile £75,000 £65,000 £100,000
England median annual salary £60,000 £65,000 £62,500
% change year-on-year -7.69% +4.00% +13.64%

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 2,656 9,092 10,505
As % of all permanent IT jobs advertised in the South East 33.38% 36.02% 35.92%
Number of salaries quoted 2,110 6,927 8,389
Median annual salary £50,000 £50,000 £48,500
Median salary % change year-on-year - +3.09% +7.78%
10th Percentile £31,500 £27,500 £27,500
90th Percentile £75,000 £75,000 £72,500
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Data Structures
Job Vacancy Trend in the South East

Job postings citing Data Structures as a proportion 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

3-month moving average salary quoted in 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

Salary distribution for jobs citing Data Structures in the South East over the 6 months to 19 October 2020.

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 19 October 2020. 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 +124 21 £65,000 +18.18% 5
Berkshire +119 18 £65,000 +8.33% 1
Surrey +94 14 - - 5
Hampshire +76 7 £62,500 +38.89%
Kent +46 6 £75,000 +30.43% 1
East Sussex +51 4 £35,000 -64.10% 2
Buckinghamshire +84 2 £60,000 +9.09% 1
West Sussex +53 2 - - 1
Oxfordshire +41 1 £47,500 -20.83% 3
Data Structures
England

For the 6 months to 19 October 2020, 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 30 (53.57%) Java
2 24 (42.86%) Algorithms
3 22 (39.29%) Agile Software Development
4 21 (37.50%) SQL
5 19 (33.93%) Software Engineering
6 18 (32.14%) Computer Science
6 18 (32.14%) C++
7 17 (30.36%) C#
8 16 (28.57%) TDD
9 15 (26.79%) .NET
9 15 (26.79%) Web Services
9 15 (26.79%) Workflow
9 15 (26.79%) Continuous Improvement
10 14 (25.00%) Entity Framework
10 14 (25.00%) .NET Core
10 14 (25.00%) LIMS
10 14 (25.00%) VB
10 14 (25.00%) JavaScript
10 14 (25.00%) Information Management
10 14 (25.00%) .NET Framework
11 13 (23.21%) SaaS
12 12 (21.43%) Test Automation
12 12 (21.43%) Business Intelligence
13 11 (19.64%) Data Warehouse
14 9 (16.07%) ETL
14 9 (16.07%) Azure
15 8 (14.29%) AWS
15 8 (14.29%) Tableau
15 8 (14.29%) Kubernetes
15 8 (14.29%) Performance Engineering

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 1 (1.79%) Apache
1 1 (1.79%) Apache Synapse
1 1 (1.79%) IIS
Applications
1 1 (1.79%) Microsoft Excel
1 1 (1.79%) Spreadsheet
Business Applications
1 2 (3.57%) Dynamics CRM
2 1 (1.79%) NetSuite
2 1 (1.79%) SAP MDG
2 1 (1.79%) SAP MDM
Cloud Services
1 13 (23.21%) SaaS
2 9 (16.07%) Azure
3 8 (14.29%) AWS
4 7 (12.50%) Power Platform
5 6 (10.71%) Amazon EC2
6 3 (5.36%) Office 365
7 1 (1.79%) Azure Data Factory
7 1 (1.79%) Azure Machine Learning
7 1 (1.79%) Dynamics 365
7 1 (1.79%) IaaS
7 1 (1.79%) PaaS
7 1 (1.79%) Power Automate
7 1 (1.79%) PowerApps
Communications & Networking
1 8 (14.29%) TCP/IP
Database & Business Intelligence
1 11 (19.64%) Data Warehouse
2 7 (12.50%) Power BI
3 6 (10.71%) MySQL
4 5 (8.93%) SQL Server
5 4 (7.14%) Spatial Data
5 4 (7.14%) SQL Server Reporting Services
6 3 (5.36%) MariaDB
7 2 (3.57%) BusinessObjects
7 2 (3.57%) BusinessObjects Business Intelligence
7 2 (3.57%) SAP BW
7 2 (3.57%) SQL Server Integration Services
8 1 (1.79%) BODI
8 1 (1.79%) Data Mart
8 1 (1.79%) Data Mining
8 1 (1.79%) DataStage
8 1 (1.79%) Microsoft Analysis Services
8 1 (1.79%) OLAP
8 1 (1.79%) PowerCenter
8 1 (1.79%) QlikView
8 1 (1.79%) SQL Server Analysis Services
Development Applications
1 2 (3.57%) Selenium
2 1 (1.79%) LSMW
2 1 (1.79%) SQL Server Management Studio (SSMS)
2 1 (1.79%) Visual Studio
General
1 7 (12.50%) Finance
2 1 (1.79%) Back Office
2 1 (1.79%) Police
Job Titles
1 23 (41.07%) Developer
2 14 (25.00%) Software Developer
3 7 (12.50%) Analyst
4 6 (10.71%) Architect
4 6 (10.71%) Data Engineer
4 6 (10.71%) Java Developer
4 6 (10.71%) Performance Engineer
4 6 (10.71%) Reliability Engineer
5 3 (5.36%) Data Architect
5 3 (5.36%) DBA
5 3 (5.36%) IT Analyst
5 3 (5.36%) MySQL DBA
5 3 (5.36%) Product Analyst
5 3 (5.36%) Senior DBA
5 3 (5.36%) Senior Developer
5 3 (5.36%) Senior MySQL DBA
5 3 (5.36%) Technical Leader
6 2 (3.57%) Data Analyst
6 2 (3.57%) Junior
6 2 (3.57%) Junior Analyst
Libraries, Frameworks & Software Standards
1 15 (26.79%) .NET
1 15 (26.79%) Web Services
2 14 (25.00%) .NET Core
2 14 (25.00%) .NET Framework
2 14 (25.00%) Entity Framework
3 8 (14.29%) Middleware
4 4 (7.14%) RESTful
5 3 (5.36%) AngularJS
6 2 (3.57%) Android SDK
6 2 (3.57%) Apache Flex
6 2 (3.57%) Hibernate
6 2 (3.57%) Kafka
6 2 (3.57%) Laravel
6 2 (3.57%) Spring
6 2 (3.57%) Spring Boot
7 1 (1.79%) BAPI
7 1 (1.79%) Django
7 1 (1.79%) jQuery
7 1 (1.79%) JSON
7 1 (1.79%) WCF
Miscellaneous
1 24 (42.86%) Algorithms
2 14 (25.00%) LIMS
3 5 (8.93%) Analytical Skills
4 4 (7.14%) Management Information System
5 2 (3.57%) Social Media
Operating Systems
1 8 (14.29%) Linux
2 2 (3.57%) Android
Processes & Methodologies
1 22 (39.29%) Agile Software Development
2 19 (33.93%) Software Engineering
3 18 (32.14%) Computer Science
4 16 (28.57%) TDD
5 15 (26.79%) Continuous Improvement
5 15 (26.79%) Workflow
6 14 (25.00%) Information Management
7 12 (21.43%) Business Intelligence
7 12 (21.43%) Test Automation
8 9 (16.07%) ETL
9 8 (14.29%) Chaos Engineering
9 8 (14.29%) Data Integration
9 8 (14.29%) Multithreading
9 8 (14.29%) Performance Engineering
10 7 (12.50%) Analytics
10 7 (12.50%) Data Analysis
10 7 (12.50%) Data Architecture
10 7 (12.50%) Data Modelling
10 7 (12.50%) Machine Learning
10 7 (12.50%) Visualisation
Programming Languages
1 30 (53.57%) Java
2 21 (37.50%) SQL
3 18 (32.14%) C++
4 17 (30.36%) C#
5 14 (25.00%) JavaScript
5 14 (25.00%) VB
6 7 (12.50%) Python
7 4 (7.14%) C
7 4 (7.14%) Scala
7 4 (7.14%) T-SQL
8 2 (3.57%) Kotlin
8 2 (3.57%) PHP
8 2 (3.57%) PL/SQL
9 1 (1.79%) ABAP
9 1 (1.79%) R
Qualifications
1 5 (8.93%) Degree
2 4 (7.14%) Security Cleared
3 3 (5.36%) SC Cleared
4 2 (3.57%) Computer Science Degree
Quality Assurance & Compliance
1 3 (5.36%) HL7
1 3 (5.36%) ISO/IEC 27001
2 2 (3.57%) PMO
3 1 (1.79%) Data Quality
3 1 (1.79%) GDPR
Systems Management
1 8 (14.29%) Kubernetes
Vendors
1 8 (14.29%) Microsoft
1 8 (14.29%) Tableau
2 3 (5.36%) Percona
2 3 (5.36%) SAP
3 2 (3.57%) Oracle
4 1 (1.79%) Informatica
4 1 (1.79%) Salesforce.com
4 1 (1.79%) Workday