Period
to 6 April 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 6 April 2020 with a comparison to the same period over the previous 2 years.

Data Structures
England > South East
6 months to
6 Apr 2020
Same period 2019 Same period 2018
Rank 375 343 464
Rank change year-on-year -32 +121 -22
Permanent jobs citing Data Structures 79 174 115
As % of all permanent jobs advertised in the South East 0.37% 0.65% 0.36%
As % of the Miscellaneous category 1.05% 1.79% 1.02%
Number of salaries quoted 63 145 101
Median annual salary £52,500 £55,000 £50,000
Median salary % change year-on-year -4.55% +10.00% +33.33%
10th Percentile £35,000 £30,000 £27,500
90th Percentile £68,500 £70,400 £67,500
England median annual salary £65,000 £62,500 £60,000
% change year-on-year +4.00% +4.17% -

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 7,505 9,743 11,306
As % of all permanent IT jobs advertised in the South East 35.25% 36.41% 35.65%
Number of salaries quoted 5,897 7,465 9,100
Median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -
10th Percentile £28,750 £28,000 £26,500
90th Percentile £77,500 £75,000 £70,000
England median annual salary £55,000 £52,500 £50,000
% change year-on-year +4.76% +5.00% +0.37%

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 6 April 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 6 April 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 -1 35 £55,000 -12.00% 5
Surrey +48 21 £48,250 -3.50% 4
Hampshire +18 15 £48,750 +30.00% 6
Berkshire +6 15 £55,000 -12.00% 1
Buckinghamshire +30 12 £57,500 +4.55% 2
Oxfordshire +9 8 £44,735 -33.73% 2
West Sussex +23 3 £48,000 -12.73% 2
East Sussex -20 3 £57,500 +7.48%
Kent - 2 £50,000 -
Data Structures
England

For the 6 months to 6 April 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 34 (43.04%) SQL
2 25 (31.65%) SQL Server
3 21 (26.58%) Agile Software Development
3 21 (26.58%) Degree
4 20 (25.32%) Analytical Skills
5 19 (24.05%) Data Modelling
5 19 (24.05%) Business Intelligence
5 19 (24.05%) Microsoft
6 18 (22.78%) JavaScript
6 18 (22.78%) Computer Science
6 18 (22.78%) Analytics
7 17 (21.52%) Problem-Solving
8 16 (20.25%) Data Warehouse
8 16 (20.25%) Finance
9 15 (18.99%) Relational Database
10 14 (17.72%) Azure
11 13 (16.46%) Tableau
11 13 (16.46%) Software Engineering
11 13 (16.46%) ETL
11 13 (16.46%) SAP
12 12 (15.19%) Java
12 12 (15.19%) Python
12 12 (15.19%) RESTful
13 11 (13.92%) AWS
13 11 (13.92%) Visualisation
13 11 (13.92%) C#
13 11 (13.92%) Data Governance
14 10 (12.66%) Migration
14 10 (12.66%) Node.js
14 10 (12.66%) Security Cleared

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 5 (6.33%) Tomcat
2 3 (3.80%) Apache
2 3 (3.80%) Apache Synapse
2 3 (3.80%) Confluence
3 2 (2.53%) SAS
4 1 (1.27%) IIS
4 1 (1.27%) Oracle Workflow
Applications
1 9 (11.39%) Microsoft Excel
2 4 (5.06%) Spreadsheet
3 2 (2.53%) MS Visio
4 1 (1.27%) Microsoft Project
4 1 (1.27%) SPSS
Business Applications
1 4 (5.06%) Dynamics CRM
1 4 (5.06%) SAP MDG
1 4 (5.06%) SAP MDM
2 2 (2.53%) SAP IBP
3 1 (1.27%) Oracle 11i
3 1 (1.27%) Oracle EBS
3 1 (1.27%) Oracle EBS R12
3 1 (1.27%) Oracle Financials
3 1 (1.27%) SAP ERP
Cloud Services
1 14 (17.72%) Azure
2 11 (13.92%) AWS
3 8 (10.13%) Power Platform
4 6 (7.59%) SaaS
5 5 (6.33%) AWS Lambda
5 5 (6.33%) npm
5 5 (6.33%) Serverless
5 5 (6.33%) SuccessFactors
6 4 (5.06%) Azure Data Factory
6 4 (5.06%) GCP
7 3 (3.80%) Azure Machine Learning
7 3 (3.80%) PowerApps
8 2 (2.53%) Amazon ECS
8 2 (2.53%) Amazon EMR
8 2 (2.53%) Amazon SQS
8 2 (2.53%) AWS CloudFormation
8 2 (2.53%) GitHub
9 1 (1.27%) Google Analytics
9 1 (1.27%) IaaS
9 1 (1.27%) PaaS
Communications & Networking
1 3 (3.80%) LTE
1 3 (3.80%) VoIP
Database & Business Intelligence
1 25 (31.65%) SQL Server
2 16 (20.25%) Data Warehouse
3 15 (18.99%) Relational Database
4 10 (12.66%) SQL Server Integration Services
5 8 (10.13%) Big Data
5 8 (10.13%) Power BI
6 7 (8.86%) Azure SQL Database
6 7 (8.86%) BusinessObjects
6 7 (8.86%) Data Lake
6 7 (8.86%) MySQL
6 7 (8.86%) SQL Server Analysis Services
7 5 (6.33%) DataStage
7 5 (6.33%) PostgreSQL
7 5 (6.33%) SQL Server Reporting Services
8 4 (5.06%) BODI
8 4 (5.06%) Enterprise Data Warehouse
8 4 (5.06%) SAP Data Services
9 3 (3.80%) QlikView
9 3 (3.80%) SQL Server 2012
9 3 (3.80%) SQL Server 2016
Development Applications
1 9 (11.39%) Git (software)
2 6 (7.59%) JIRA
3 5 (6.33%) webpack
4 4 (5.06%) Babel
4 4 (5.06%) LSMW
4 4 (5.06%) Subversion
5 3 (3.80%) Jenkins
5 3 (3.80%) SQL Server Management Studio (SSMS)
5 3 (3.80%) Visual Studio
6 2 (2.53%) Travis CI
7 1 (1.27%) LINQPad
7 1 (1.27%) Oracle Forms
General
1 16 (20.25%) Finance
2 7 (8.86%) Police
3 5 (6.33%) Law
4 1 (1.27%) Advertising
4 1 (1.27%) Back Office
4 1 (1.27%) Games
4 1 (1.27%) Legal
4 1 (1.27%) Marketing
4 1 (1.27%) Public Sector
4 1 (1.27%) Retail
4 1 (1.27%) Telecoms
Job Titles
1 30 (37.97%) Developer
2 15 (18.99%) Analyst
3 10 (12.66%) Data Analyst
4 9 (11.39%) Consultant
4 9 (11.39%) Data Engineer
5 6 (7.59%) Angular Developer
5 6 (7.59%) Architect
5 6 (7.59%) Java Developer
6 5 (6.33%) .NET Developer
6 5 (6.33%) Cloud Developer
6 5 (6.33%) Senior Developer
7 4 (5.06%) Data Architect
7 4 (5.06%) Data Migration Developer
7 4 (5.06%) ETL Developer
7 4 (5.06%) Functional Consultant
7 4 (5.06%) React Developer
7 4 (5.06%) Tableau Analyst
8 3 (3.80%) Embedded Engineer
8 3 (3.80%) Senior Software Engineer
8 3 (3.80%) Software Engineer
Libraries, Frameworks & Software Standards
1 12 (15.19%) RESTful
2 10 (12.66%) Node.js
3 9 (11.39%) AngularJS
4 8 (10.13%) Hibernate
5 7 (8.86%) .NET
5 7 (8.86%) Kafka
5 7 (8.86%) Spring
5 7 (8.86%) Spring Boot
6 6 (7.59%) Apache Flex
6 6 (7.59%) Electron Framework
6 6 (7.59%) Spring Cloud
7 5 (6.33%) JSON
7 5 (6.33%) RabbitMQ
7 5 (6.33%) React
7 5 (6.33%) Servlets
8 4 (5.06%) BAPI
8 4 (5.06%) HTML
8 4 (5.06%) IDoc
8 4 (5.06%) Redux
8 4 (5.06%) Sass
Miscellaneous
1 20 (25.32%) Analytical Skills
2 5 (6.33%) Algorithms
3 4 (5.06%) NHS
4 3 (3.80%) Data Centre
4 3 (3.80%) Embedded Systems
4 3 (3.80%) Enterprise Software
4 3 (3.80%) Management Information System
5 2 (2.53%) Cloud Native
5 2 (2.53%) CMDB
6 1 (1.27%) Client/Server
6 1 (1.27%) Derivative
6 1 (1.27%) Greenfield Project
6 1 (1.27%) iPhone
6 1 (1.27%) Mobile App
6 1 (1.27%) Online Games
6 1 (1.27%) Reference Data
6 1 (1.27%) User Experience
6 1 (1.27%) Virtual Team
Operating Systems
1 9 (11.39%) Linux
2 5 (6.33%) Windows
3 3 (3.80%) Unix
3 3 (3.80%) Windows Server
4 1 (1.27%) Android
Processes & Methodologies
1 21 (26.58%) Agile Software Development
2 19 (24.05%) Business Intelligence
2 19 (24.05%) Data Modelling
3 18 (22.78%) Analytics
3 18 (22.78%) Computer Science
4 17 (21.52%) Problem-Solving
5 13 (16.46%) ETL
5 13 (16.46%) Software Engineering
6 11 (13.92%) Data Governance
6 11 (13.92%) Visualisation
7 10 (12.66%) Migration
7 10 (12.66%) Multithreading
8 9 (11.39%) Data Integration
8 9 (11.39%) Data Management
8 9 (11.39%) Mentoring
8 9 (11.39%) Technology Roadmap
9 8 (10.13%) Data Architecture
9 8 (10.13%) Data Science
9 8 (10.13%) Mathematics
9 8 (10.13%) TDD
Programming Languages
1 34 (43.04%) SQL
2 18 (22.78%) JavaScript
3 12 (15.19%) Java
3 12 (15.19%) Python
4 11 (13.92%) C#
5 6 (7.59%) C
5 6 (7.59%) C++
5 6 (7.59%) T-SQL
6 5 (6.33%) TypeScript
7 4 (5.06%) ABAP
7 4 (5.06%) PHP
8 3 (3.80%) Bash Shell
8 3 (3.80%) Embedded C++
8 3 (3.80%) VB.NET
9 2 (2.53%) Scala
10 1 (1.27%) Java 8
10 1 (1.27%) PL/SQL
10 1 (1.27%) PowerShell
10 1 (1.27%) R
10 1 (1.27%) VBA
Qualifications
1 21 (26.58%) Degree
2 10 (12.66%) Security Cleared
3 5 (6.33%) Computer Science Degree
3 5 (6.33%) SC Cleared
4 4 (5.06%) Numerate Degree
5 3 (3.80%) DV Cleared
6 2 (2.53%) Master's Degree
6 2 (2.53%) MCDBA
6 2 (2.53%) MCITP
6 2 (2.53%) MCTS
6 2 (2.53%) Microsoft Certification
Quality Assurance & Compliance
1 9 (11.39%) Data Quality
2 2 (2.53%) GDPR
3 1 (1.27%) Actionable Recommendations
3 1 (1.27%) QA
System Software
1 8 (10.13%) Docker
2 2 (2.53%) Active Directory
Systems Management
1 5 (6.33%) Kubernetes
2 2 (2.53%) Terraform
Vendors
1 19 (24.05%) Microsoft
2 13 (16.46%) SAP
2 13 (16.46%) Tableau
3 9 (11.39%) Oracle
4 6 (7.59%) Cognos
5 4 (5.06%) Google
5 4 (5.06%) Infor
5 4 (5.06%) Kronos
6 2 (2.53%) Citrix
6 2 (2.53%) Databricks
6 2 (2.53%) Informatica
6 2 (2.53%) Salesforce.com
6 2 (2.53%) ServiceNow
6 2 (2.53%) Vertica
7 1 (1.27%) Facebook
7 1 (1.27%) IBM
7 1 (1.27%) Teradata