Data Structures Jobs in the UK excluding London

Data Structures
UK > UK excluding London

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in the UK excluding London. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 12 May 2025, comparing them to the same period in the previous two years.

6 months to
12 May 2025
Same period 2024 Same period 2023
Rank 406 264 337
Rank change year-on-year -142 +73 -161
Permanent jobs citing Data Structures 184 734 537
As % of all permanent jobs advertised in the UK excluding London 0.47% 1.03% 0.90%
As % of the Miscellaneous category 1.44% 3.04% 2.12%
Number of salaries quoted 81 292 302
10th Percentile £40,000 £35,000 £37,500
25th Percentile £46,250 £42,219 £45,000
Median annual salary (50th Percentile) £57,500 £61,125 £59,098
Median % change year-on-year -5.93% +3.43% +12.57%
75th Percentile £74,000 £85,000 £71,250
90th Percentile £96,250 £91,250 £86,250
UK median annual salary £71,991 £70,000 £67,500
% change year-on-year +2.84% +3.70% +7.57%

All Generic Skills
UK excluding London

Data Structures falls under the General and Transferable Skills category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring generic IT skills in the UK excluding London.

Permanent vacancies with a requirement for generic IT skills 12,770 24,143 25,352
As % of all permanent jobs advertised in the UK excluding London 32.58% 34.01% 42.34%
Number of salaries quoted 6,172 15,240 11,276
10th Percentile £29,000 £26,250 £31,250
25th Percentile £37,500 £35,000 £40,000
Median annual salary (50th Percentile) £55,000 £50,000 £55,000
Median % change year-on-year +10.00% -9.09% +4.76%
75th Percentile £68,000 £65,000 £70,000
90th Percentile £78,975 £80,000 £85,000
UK median annual salary £60,000 £55,000 £65,000
% change year-on-year +9.09% -15.38% +4.00%

Data Structures
Job Vacancy Trend in the UK excluding London

Job postings citing Data Structures as a proportion of all IT jobs advertised in the UK excluding London.

Job vacancy trend for Data Structures in the UK excluding London

Data Structures
Salary Trend in the UK excluding London

3-month moving average salary quoted in jobs citing Data Structures in the UK excluding London.

Salary trend for Data Structures in the UK excluding London

Data Structures
Salary Histogram in the UK excluding London

Salary distribution for jobs citing Data Structures in the UK excluding London over the 6 months to 12 May 2025.

Salary histogram for Data Structures in the UK excluding London

Data Structures
Job Locations in the UK excluding London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the UK excluding London region over the 6 months to 12 May 2025. 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
Jobs
South East -11 50 £45,000 -10.00% 102
South West +115 38 £70,996 +0.60% 19
North of England -86 30 £60,000 -16.08% 39
Midlands -33 28 £48,500 +14.12% 32
North West -118 18 £57,500 -28.13% 18
West Midlands +26 15 £60,000 +20.00% 27
Scotland -12 15 £57,500 -23.33% 28
East of England +9 13 £76,500 +2.00% 45
East Midlands -26 13 £48,500 +38.57% 5
Wales +42 9 £80,000 +119.33% 5
Yorkshire +59 6 £62,254 +24.51% 8
North East +32 6 £103,750 +72.92% 13
Northern Ireland - 1 £50,000 - 6
Data Structures
UK

Data Structures
Co-occurring Skills and Capabilities in the UK excluding London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 5 (2.72%) Apache
2 4 (2.17%) GemFire
3 3 (1.63%) Confluence
3 3 (1.63%) SharePoint
4 2 (1.09%) Apache Airflow
5 1 (0.54%) Apache Spark
5 1 (0.54%) SAS
Applications
1 31 (16.85%) Microsoft Excel
2 19 (10.33%) Microsoft PowerPoint
3 5 (2.72%) Microsoft Office
4 1 (0.54%) GNU Octave
Business Applications
1 22 (11.96%) Oracle EBS
2 2 (1.09%) PeopleSoft Financials
2 2 (1.09%) Sparx Enterprise Architect
3 1 (0.54%) Infor M3
3 1 (0.54%) JDE EnterpriseOne
3 1 (0.54%) Maximo
3 1 (0.54%) Oracle Applications
Cloud Services
1 68 (36.96%) Azure
2 36 (19.57%) Power Platform
3 21 (11.41%) AWS
4 12 (6.52%) GCP
5 9 (4.89%) Cloud Computing
6 8 (4.35%) Azure DevOps
7 7 (3.80%) PowerApps
7 7 (3.80%) Snowflake
8 6 (3.26%) Power Automate
9 5 (2.72%) Azure Synapse Analytics
10 4 (2.17%) Azure Logic Apps
10 4 (2.17%) Azure Service Bus
10 4 (2.17%) Dynamics 365
10 4 (2.17%) iPaaS
10 4 (2.17%) Vertex AI
11 3 (1.63%) Amazon S3
11 3 (1.63%) Figma
11 3 (1.63%) Microsoft 365
11 3 (1.63%) OneDrive
12 2 (1.09%) dbt
Communications & Networking
1 2 (1.09%) RTP
2 1 (0.54%) Intranet
Database & Business Intelligence
1 31 (16.85%) Power BI
2 26 (14.13%) SQL Server
3 23 (12.50%) Oracle ODI
4 18 (9.78%) MongoDB
5 17 (9.24%) NoSQL
6 16 (8.70%) BusinessObjects
6 16 (8.70%) Data Mining
7 15 (8.15%) Big Data
8 14 (7.61%) Data Lake
9 13 (7.07%) Relational Database
9 13 (7.07%) SQL Server Integration Services
10 10 (5.43%) Azure SQL Database
10 10 (5.43%) SQL Server Reporting Services
11 8 (4.35%) Data Warehouse
12 6 (3.26%) Amazon Redshift
12 6 (3.26%) MySQL
13 5 (2.72%) BigQuery
13 5 (2.72%) Redis
13 5 (2.72%) Tableau
14 4 (2.17%) Qlik Sense
Development Applications
1 11 (5.98%) JIRA
2 10 (5.43%) Git
3 7 (3.80%) Visual Studio
4 5 (2.72%) GitLab
5 3 (1.63%) ERwin
5 3 (1.63%) Subversion
6 2 (1.09%) Babel
6 2 (1.09%) Jenkins
6 2 (1.09%) Maven
6 2 (1.09%) webpack
7 1 (0.54%) Cypress.io
7 1 (0.54%) Moq
7 1 (0.54%) Oracle Forms
7 1 (0.54%) SpecFlow
General
1 57 (30.98%) Analytical Skills
2 49 (26.63%) Finance
3 41 (22.28%) Social Skills
4 26 (14.13%) Retail
5 18 (9.78%) Banking
6 15 (8.15%) Law
7 10 (5.43%) Electronics
7 10 (5.43%) Inclusion and Diversity
8 9 (4.89%) Legal
9 8 (4.35%) Marketing
9 8 (4.35%) Public Sector
10 3 (1.63%) Advertising
10 3 (1.63%) Automotive
10 3 (1.63%) Front Office
10 3 (1.63%) Organisational Skills
10 3 (1.63%) Presentation Skills
11 1 (0.54%) Financial Institution
11 1 (0.54%) Influencing Skills
11 1 (0.54%) Military
11 1 (0.54%) Tech for Good
Job Titles
1 72 (39.13%) Developer
2 23 (12.50%) Software Engineer
3 18 (9.78%) Junior
3 18 (9.78%) Senior
4 17 (9.24%) Junior Developer
5 16 (8.70%) Administrator
6 15 (8.15%) Consultant
6 15 (8.15%) Data Consultant
6 15 (8.15%) Data Migration Consultant
6 15 (8.15%) Migration Consultant
6 15 (8.15%) Oracle Consultant
6 15 (8.15%) Oracle Data Migration Consultant
6 15 (8.15%) Oracle Technical Consultant
6 15 (8.15%) Technical Consultant
7 13 (7.07%) Lead
8 11 (5.98%) Front-End Developer (Client-Side Developer)
8 11 (5.98%) Software Developer
9 10 (5.43%) DBA
10 8 (4.35%) Applications Developer
10 8 (4.35%) C# Developer
Libraries, Frameworks & Software Standards
1 23 (12.50%) .NET
2 22 (11.96%) Oracle Fusion
3 18 (9.78%) Kafka
3 18 (9.78%) REST
4 17 (9.24%) React
5 16 (8.70%) gRPC
6 14 (7.61%) AngularJS
7 10 (5.43%) ASP.NET
8 9 (4.89%) .NET Core
8 9 (4.89%) CSS
8 9 (4.89%) Spring
9 8 (4.35%) Middleware
9 8 (4.35%) XML
10 7 (3.80%) WebSockets
11 6 (3.26%) .NET Framework
11 6 (3.26%) ASP.NET MVC
11 6 (3.26%) HTML
11 6 (3.26%) JSON
11 6 (3.26%) Vue
12 4 (2.17%) XGBoost
Miscellaneous
1 52 (28.26%) Algorithms
2 33 (17.93%) Legacy Systems
3 17 (9.24%) Public Cloud
4 14 (7.61%) Distributed Systems
5 10 (5.43%) Reference Data
5 10 (5.43%) Replication
6 7 (3.80%) Client/Server
6 7 (3.80%) Hybrid Cloud
7 6 (3.26%) Cloud Native
7 6 (3.26%) Hedge funds
7 6 (3.26%) Virtual Team
8 4 (2.17%) Derivative
8 4 (2.17%) Mobile App
9 3 (1.63%) Credit Derivative
9 3 (1.63%) Equities
9 3 (1.63%) Fixed Income
9 3 (1.63%) Foreign Exchange (FX)
9 3 (1.63%) Robotics
10 2 (1.09%) Low-Code
10 2 (1.09%) Product Ownership
Operating Systems
1 13 (7.07%) Linux
2 10 (5.43%) Apple iOS
3 9 (4.89%) Windows
4 5 (2.72%) Unix
5 4 (2.17%) Android
Processes & Methodologies
1 50 (27.17%) ETL
2 47 (25.54%) Software Engineering
3 46 (25.00%) Agile
4 45 (24.46%) Problem-Solving
5 42 (22.83%) Computer Science
6 35 (19.02%) Data Migration
6 35 (19.02%) Migration
7 34 (18.48%) Data Management
8 33 (17.93%) Data Analysis
9 32 (17.39%) Coaching
10 29 (15.76%) Validation
11 28 (15.22%) Analytics
11 28 (15.22%) ERP
11 28 (15.22%) OOP
12 27 (14.67%) Microservices
13 26 (14.13%) Data Modelling
13 26 (14.13%) Design Patterns
14 24 (13.04%) Data Cleansing
14 24 (13.04%) Mentoring
15 23 (12.50%) Data Mapping
Programming Languages
1 98 (53.26%) SQL
2 41 (22.28%) Java
3 38 (20.65%) C#
4 34 (18.48%) Python
5 26 (14.13%) PL/SQL
6 22 (11.96%) JavaScript
7 19 (10.33%) VBA
8 18 (9.78%) C++
9 16 (8.70%) T-SQL
10 14 (7.61%) TypeScript
11 5 (2.72%) C
11 5 (2.72%) R
12 3 (1.63%) Julia
12 3 (1.63%) Kotlin
13 2 (1.09%) Go
13 2 (1.09%) Rust
13 2 (1.09%) Shell Script
13 2 (1.09%) SPARQL
14 1 (0.54%) MATLAB
14 1 (0.54%) PowerShell
Qualifications
1 39 (21.20%) Degree
2 10 (5.43%) Computer Science Degree
3 6 (3.26%) Numerate Degree
4 5 (2.72%) Security Cleared
5 4 (2.17%) Microsoft Certification
5 4 (2.17%) SC Cleared
6 3 (1.63%) Azure Certification
6 3 (1.63%) DV Cleared
7 2 (1.09%) Master's Degree
8 1 (0.54%) PMP
Quality Assurance & Compliance
1 23 (12.50%) Data Quality
2 20 (10.87%) QA
3 9 (4.89%) Accessibility
4 2 (1.09%) Dublin Core
4 2 (1.09%) ISO 9001
4 2 (1.09%) ISO/IEC 27001
5 1 (0.54%) GDPR
System Software
1 12 (6.52%) Docker
Systems Management
1 21 (11.41%) Kubernetes
2 12 (6.52%) Terraform
3 2 (1.09%) Ansible
3 2 (1.09%) Progress Chef
3 2 (1.09%) Single Sign-On
Vendors
1 51 (27.72%) Microsoft
2 33 (17.93%) Oracle
3 16 (8.70%) Facebook
4 8 (4.35%) IBM
5 7 (3.80%) Red Hat
5 7 (3.80%) ServiceNow
5 7 (3.80%) Workday
6 6 (3.26%) ANSYS
6 6 (3.26%) Google
7 4 (2.17%) Informatica
7 4 (2.17%) Solace
7 4 (2.17%) Talend
7 4 (2.17%) TIBCO
8 3 (1.63%) Sybase
9 2 (1.09%) BiZZdesign
9 2 (1.09%) Databricks
9 2 (1.09%) ForgeRock
9 2 (1.09%) Intapp
9 2 (1.09%) PeopleSoft
9 2 (1.09%) Ping Identity