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 30 May 2025, comparing them to the same period in the previous two years.

6 months to
30 May 2025
Same period 2024 Same period 2023
Rank 405 274 357
Rank change year-on-year -131 +83 -180
Permanent jobs citing Data Structures 174 732 503
As % of all permanent jobs advertised in the UK excluding London 0.44% 0.98% 0.87%
As % of the Miscellaneous category 1.29% 2.99% 2.05%
Number of salaries quoted 67 295 295
10th Percentile £42,000 £35,000 £36,250
25th Percentile £46,750 £42,500 £45,000
Median annual salary (50th Percentile) £57,500 £62,500 £57,500
Median % change year-on-year -8.00% +8.70% +15.00%
75th Percentile £73,886 £85,000 £68,364
90th Percentile £84,250 £96,250 £86,250
UK median annual salary £70,996 £70,000 £65,000
% change year-on-year +1.42% +7.69% +3.17%

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 13,443 24,459 24,546
As % of all permanent jobs advertised in the UK excluding London 34.14% 32.80% 42.31%
Number of salaries quoted 5,886 15,283 10,904
10th Percentile £28,500 £26,250 £31,250
25th Percentile £36,925 £35,000 £41,125
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 £80,000 £78,750 £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 30 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 30 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 -19 50 £50,000 - 678
South West +117 42 £70,000 -0.82% 293
Midlands -17 29 £48,500 +4.86% 460
North of England -102 25 £65,000 -9.09% 528
North West -124 19 £52,500 -34.38% 237
West Midlands +20 15 £55,000 - 244
East Midlands -23 14 £48,500 +38.57% 186
East of England +8 11 £69,000 -8.00% 389
Scotland -6 11 £57,500 -21.00% 111
Wales +44 5 £80,000 +119.33% 65
Yorkshire +47 3 £76,000 +52.00% 210
North East +33 3 £115,000 +60.84% 83
Northern Ireland +43 1 £50,000 +5.26% 34
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 6 (3.45%) Apache
2 4 (2.30%) GemFire
3 3 (1.72%) Apache Airflow
3 3 (1.72%) Confluence
3 3 (1.72%) SharePoint
4 1 (0.57%) Apache Spark
Applications
1 35 (20.11%) Microsoft Excel
2 22 (12.64%) Microsoft PowerPoint
3 6 (3.45%) Microsoft Office
4 1 (0.57%) GNU Octave
Business Applications
1 22 (12.64%) Oracle EBS
2 5 (2.87%) PeopleSoft Financials
3 2 (1.15%) Sparx Enterprise Architect
4 1 (0.57%) Dynamics CRM
4 1 (0.57%) Infor M3
4 1 (0.57%) Maximo
4 1 (0.57%) Oracle Applications
Cloud Services
1 67 (38.51%) Azure
2 38 (21.84%) Power Platform
3 24 (13.79%) AWS
4 9 (5.17%) GCP
5 8 (4.60%) Snowflake
6 7 (4.02%) Azure DevOps
7 6 (3.45%) Power Automate
7 6 (3.45%) PowerApps
8 5 (2.87%) Azure Synapse Analytics
8 5 (2.87%) Dynamics 365
9 4 (2.30%) Azure Logic Apps
9 4 (2.30%) Azure Service Bus
9 4 (2.30%) iPaaS
9 4 (2.30%) Vertex AI
10 3 (1.72%) Amazon S3
10 3 (1.72%) Figma
10 3 (1.72%) Microsoft 365
10 3 (1.72%) OneDrive
10 3 (1.72%) SaaS
11 2 (1.15%) IaaS
Communications & Networking
1 2 (1.15%) Internet
1 2 (1.15%) RTP
Database & Business Intelligence
1 32 (18.39%) Power BI
2 24 (13.79%) SQL Server
3 23 (13.22%) Oracle ODI
4 19 (10.92%) MongoDB
5 18 (10.34%) BusinessObjects
5 18 (10.34%) Data Mining
5 18 (10.34%) NoSQL
5 18 (10.34%) Relational Database
6 16 (9.20%) Big Data
7 15 (8.62%) Data Lake
8 13 (7.47%) SQL Server Integration Services
9 10 (5.75%) Azure SQL Database
9 10 (5.75%) MySQL
9 10 (5.75%) SQL Server Reporting Services
10 8 (4.60%) Data Warehouse
11 6 (3.45%) Amazon Redshift
11 6 (3.45%) PostgreSQL
12 5 (2.87%) Amazon Aurora
12 5 (2.87%) BigQuery
12 5 (2.87%) Tableau
Development Applications
1 11 (6.32%) JIRA
2 9 (5.17%) Git
3 7 (4.02%) Visual Studio
4 5 (2.87%) GitLab
5 4 (2.30%) Subversion
6 3 (1.72%) ERwin
7 2 (1.15%) Cypress.io
7 2 (1.15%) Jenkins
7 2 (1.15%) Maven
7 2 (1.15%) Selenium
8 1 (0.57%) Babel
8 1 (0.57%) Moq
8 1 (0.57%) Oracle Forms
8 1 (0.57%) SpecFlow
8 1 (0.57%) webpack
General
1 59 (33.91%) Analytical Skills
2 48 (27.59%) Finance
3 40 (22.99%) Social Skills
4 26 (14.94%) Retail
5 21 (12.07%) Banking
6 20 (11.49%) Law
7 13 (7.47%) Legal
8 9 (5.17%) Electronics
8 9 (5.17%) Public Sector
9 8 (4.60%) Inclusion and Diversity
10 3 (1.72%) Automotive
10 3 (1.72%) Financial Institution
10 3 (1.72%) Front Office
10 3 (1.72%) Presentation Skills
11 2 (1.15%) Advertising
11 2 (1.15%) Documentation Skills
11 2 (1.15%) Marketing
11 2 (1.15%) Organisational Skills
12 1 (0.57%) Military
12 1 (0.57%) Tech for Good
Job Titles
1 61 (35.06%) Developer
2 20 (11.49%) Junior
2 20 (11.49%) Software Engineer
3 19 (10.92%) Junior Developer
4 16 (9.20%) Administrator
5 15 (8.62%) Consultant
5 15 (8.62%) Data Consultant
5 15 (8.62%) Data Migration Consultant
5 15 (8.62%) Migration Consultant
5 15 (8.62%) Oracle Consultant
5 15 (8.62%) Oracle Data Migration Consultant
5 15 (8.62%) Oracle Technical Consultant
5 15 (8.62%) Technical Consultant
6 14 (8.05%) Senior
7 13 (7.47%) Lead
8 12 (6.90%) Software Developer
9 10 (5.75%) Analyst
9 10 (5.75%) DBA
10 9 (5.17%) Java Engineer
11 8 (4.60%) SQL DBA
Libraries, Frameworks & Software Standards
1 22 (12.64%) Kafka
1 22 (12.64%) Oracle Fusion
2 19 (10.92%) .NET
3 15 (8.62%) REST
4 13 (7.47%) Spring
5 10 (5.75%) ASP.NET
5 10 (5.75%) gRPC
6 8 (4.60%) .NET Core
6 8 (4.60%) AngularJS
6 8 (4.60%) Middleware
6 8 (4.60%) Spring Boot
6 8 (4.60%) XML
7 7 (4.02%) CSS
7 7 (4.02%) HTML
7 7 (4.02%) React
8 6 (3.45%) .NET Framework
8 6 (3.45%) ASP.NET MVC
9 5 (2.87%) JSON
10 4 (2.30%) Pandas
10 4 (2.30%) XGBoost
Miscellaneous
1 41 (23.56%) Algorithms
2 34 (19.54%) Legacy Systems
3 20 (11.49%) Public Cloud
4 13 (7.47%) Distributed Systems
5 10 (5.75%) Reference Data
5 10 (5.75%) Replication
6 8 (4.60%) Cloud Native
7 7 (4.02%) Hybrid Cloud
8 5 (2.87%) Mobile App
9 4 (2.30%) Client/Server
9 4 (2.30%) Derivative
10 3 (1.72%) Credit Derivative
10 3 (1.72%) Equities
10 3 (1.72%) Fixed Income
10 3 (1.72%) Foreign Exchange (FX)
10 3 (1.72%) Hedge funds
10 3 (1.72%) Product Ownership
10 3 (1.72%) Robotics
11 2 (1.15%) Legacy Code
11 2 (1.15%) Low-Code
Operating Systems
1 12 (6.90%) Linux
2 10 (5.75%) Apple iOS
2 10 (5.75%) Windows
3 5 (2.87%) Unix
4 2 (1.15%) Android
Processes & Methodologies
1 52 (29.89%) ETL
2 49 (28.16%) Agile
3 44 (25.29%) Software Engineering
4 40 (22.99%) Data Management
4 40 (22.99%) Problem-Solving
5 36 (20.69%) Coaching
6 35 (20.11%) Data Analysis
6 35 (20.11%) Data Migration
6 35 (20.11%) Migration
7 31 (17.82%) Computer Science
8 30 (17.24%) Analytics
9 29 (16.67%) Validation
10 28 (16.09%) ERP
10 28 (16.09%) Mentoring
10 28 (16.09%) Service Delivery
11 26 (14.94%) Data Modelling
12 24 (13.79%) Data Cleansing
13 23 (13.22%) Data Mapping
14 21 (12.07%) Artificial Intelligence
15 20 (11.49%) Performance Management
Programming Languages
1 102 (58.62%) SQL
2 40 (22.99%) Java
3 34 (19.54%) C#
4 31 (17.82%) Python
5 26 (14.94%) PL/SQL
6 22 (12.64%) VBA
7 20 (11.49%) JavaScript
8 16 (9.20%) C++
8 16 (9.20%) T-SQL
9 6 (3.45%) R
10 5 (2.87%) C
11 4 (2.30%) Julia
12 2 (1.15%) Rust
12 2 (1.15%) Shell Script
12 2 (1.15%) SPARQL
12 2 (1.15%) TypeScript
13 1 (0.57%) MATLAB
13 1 (0.57%) PowerShell
13 1 (0.57%) Scala
13 1 (0.57%) VC++
Qualifications
1 27 (15.52%) Degree
2 6 (3.45%) Computer Science Degree
2 6 (3.45%) Numerate Degree
3 4 (2.30%) AWS Certification
3 4 (2.30%) Microsoft Certification
4 3 (1.72%) Azure Certification
4 3 (1.72%) Master's Degree
4 3 (1.72%) Security Cleared
5 2 (1.15%) AWS Certified Developer
5 2 (1.15%) SC Cleared
6 1 (0.57%) DV Cleared
6 1 (0.57%) PMP
Quality Assurance & Compliance
1 21 (12.07%) Data Quality
2 10 (5.75%) QA
3 9 (5.17%) Accessibility
4 2 (1.15%) Dublin Core
4 2 (1.15%) GDPR
4 2 (1.15%) ISO 9001
4 2 (1.15%) ISO/IEC 27001
System Software
1 13 (7.47%) Docker
Systems Management
1 21 (12.07%) Kubernetes
2 14 (8.05%) Terraform
3 2 (1.15%) Ansible
3 2 (1.15%) Progress Chef
3 2 (1.15%) Single Sign-On
Vendors
1 55 (31.61%) Microsoft
2 36 (20.69%) Oracle
3 18 (10.34%) Facebook
4 10 (5.75%) ServiceNow
4 10 (5.75%) Workday
5 8 (4.60%) IBM
6 7 (4.02%) Red Hat
7 6 (3.45%) Google
8 5 (2.87%) Intapp
8 5 (2.87%) PeopleSoft
9 4 (2.30%) Databricks
9 4 (2.30%) Informatica
9 4 (2.30%) Solace
9 4 (2.30%) Talend
9 4 (2.30%) TIBCO
10 3 (1.72%) Sybase
11 2 (1.15%) BiZZdesign
11 2 (1.15%) ForgeRock
11 2 (1.15%) Ping Identity
11 2 (1.15%) Sparx