Data Structures Jobs in England

Data Structures
UK > England

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in England. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 2 July 2025, comparing them to the same period in the previous two years.

6 months to
2 Jul 2025
Same period 2024 Same period 2023
Rank 406 302 313
Rank change year-on-year -104 +11 -134
Permanent jobs citing Data Structures 317 820 853
As % of all permanent jobs advertised in England 0.62% 0.87% 1.08%
As % of the Miscellaneous category 1.66% 2.63% 2.48%
Number of salaries quoted 121 401 575
10th Percentile £41,250 £40,000 £40,950
25th Percentile £46,750 £50,000 £50,000
Median annual salary (50th Percentile) £73,000 £70,000 £65,000
Median % change year-on-year +4.29% +7.69% -3.70%
75th Percentile £98,000 £92,500 £89,852
90th Percentile £127,500 £115,000 £120,750
UK median annual salary £71,991 £70,000 £63,000
% change year-on-year +2.84% +11.11% -3.08%

All Generic Skills
England

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 England.

Permanent vacancies with a requirement for generic IT skills 19,149 31,162 34,388
As % of all permanent jobs advertised in England 37.46% 33.10% 43.48%
Number of salaries quoted 9,104 20,799 19,649
10th Percentile £29,825 £28,250 £35,750
25th Percentile £40,000 £38,750 £46,570
Median annual salary (50th Percentile) £60,000 £55,000 £65,000
Median % change year-on-year +9.09% -15.38% +4.00%
75th Percentile £80,000 £76,375 £86,250
90th Percentile £110,000 £100,000 £110,000
UK median annual salary £59,800 £55,000 £64,029
% change year-on-year +8.73% -14.10% +2.45%

Data Structures
Job Vacancy Trend in England

Job postings citing Data Structures as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Structures in England

Data Structures
Salary Trend in England

3-month moving average salary quoted in jobs citing Data Structures in England.

Salary trend for Data Structures in England

Data Structures
Salary Histogram in England

Salary distribution for jobs citing Data Structures in England over the 6 months to 2 July 2025.

Salary histogram for Data Structures in England

Data Structures
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the England region over the 6 months to 2 July 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
London -2 145 £90,000 +5.88% 999
South East +2 56 £47,500 -5.00% 190
South West +123 42 £70,000 - 57
Midlands -24 34 £48,500 -11.82% 73
North of England -90 23 £74,500 +4.20% 133
North West -101 18 £57,500 -32.35% 75
West Midlands +37 17 £46,125 -18.36% 40
East Midlands -21 17 £48,500 +61.67% 33
East of England +1 15 £65,000 -10.03% 75
North East +35 3 £115,000 +60.84% 21
Yorkshire +44 2 £77,250 +62.44% 37
Data Structures
UK

Data Structures
Co-occurring Skills and Capabilities in England 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 21 (6.62%) Apache Spark
2 17 (5.36%) Apache Airflow
3 13 (4.10%) SharePoint
4 8 (2.52%) Apache
5 4 (1.26%) Apache Pulsar
5 4 (1.26%) GemFire
6 3 (0.95%) Confluence
7 1 (0.32%) GeoServer
Applications
1 40 (12.62%) Microsoft Excel
2 20 (6.31%) Microsoft PowerPoint
3 4 (1.26%) Microsoft Office
4 1 (0.32%) GNU Octave
Business Applications
1 22 (6.94%) Oracle EBS
2 11 (3.47%) Dynamics CRM
3 9 (2.84%) PeopleSoft Financials
4 2 (0.63%) Sparx Enterprise Architect
5 1 (0.32%) Infor M3
5 1 (0.32%) Maximo
5 1 (0.32%) SAP MDG
5 1 (0.32%) SAP S/4HANA
Cloud Services
1 126 (39.75%) Azure
2 69 (21.77%) Power Platform
3 67 (21.14%) AWS
4 41 (12.93%) GCP
5 19 (5.99%) Azure Synapse Analytics
6 18 (5.68%) Snowflake
7 16 (5.05%) Azure DevOps
7 16 (5.05%) Dynamics 365
7 16 (5.05%) PowerApps
8 14 (4.42%) Microsoft 365
9 10 (3.15%) Azure Data Factory
10 8 (2.52%) Amazon S3
11 7 (2.21%) Microsoft Purview
12 6 (1.89%) Power Automate
13 5 (1.58%) Amazon Kinesis
13 5 (1.58%) Figma
14 4 (1.26%) Azure Service Bus
14 4 (1.26%) Google Analytics
14 4 (1.26%) SaaS
14 4 (1.26%) Serverless
Communications & Networking
1 2 (0.63%) Internet
1 2 (0.63%) RTP
2 1 (0.32%) Multicast
Database & Business Intelligence
1 53 (16.72%) Power BI
2 51 (16.09%) NoSQL
3 37 (11.67%) Relational Database
4 31 (9.78%) MongoDB
5 29 (9.15%) SQL Server
6 23 (7.26%) Data Lake
6 23 (7.26%) Oracle ODI
7 22 (6.94%) BigQuery
7 22 (6.94%) Data Warehouse
8 21 (6.62%) PostgreSQL
9 19 (5.99%) Big Data
10 18 (5.68%) Amazon Redshift
10 18 (5.68%) MySQL
11 16 (5.05%) BusinessObjects
11 16 (5.05%) Data Mining
12 15 (4.73%) SQL Server Integration Services
13 13 (4.10%) Metadata
13 13 (4.10%) SQL Server Reporting Services
14 12 (3.79%) DB2
14 12 (3.79%) Tableau
Development Applications
1 19 (5.99%) Git
2 11 (3.47%) JIRA
3 7 (2.21%) Jenkins
3 7 (2.21%) Visual Studio
4 6 (1.89%) CircleCI
5 5 (1.58%) GitLab
6 4 (1.26%) JUnit
6 4 (1.26%) Mockito
6 4 (1.26%) Subversion
6 4 (1.26%) Terragrunt
7 2 (0.63%) Cypress.io
7 2 (0.63%) ERwin
7 2 (0.63%) Maven
7 2 (0.63%) MLflow
7 2 (0.63%) Selenium
8 1 (0.32%) Babel
8 1 (0.32%) Cucumber
8 1 (0.32%) Moq
8 1 (0.32%) SpecFlow
8 1 (0.32%) webpack
General
1 123 (38.80%) Finance
2 96 (30.28%) Analytical Skills
3 90 (28.39%) Social Skills
4 52 (16.40%) Law
5 47 (14.83%) Inclusion and Diversity
6 41 (12.93%) Banking
7 29 (9.15%) Marketing
8 26 (8.20%) Front Office
9 25 (7.89%) Retail
10 22 (6.94%) Public Sector
11 17 (5.36%) Legal
12 8 (2.52%) Electronics
13 7 (2.21%) Agriculture
14 4 (1.26%) Financial Institution
14 4 (1.26%) Organisational Skills
14 4 (1.26%) Wholesale Banking
15 3 (0.95%) Advertising
15 3 (0.95%) Automotive
15 3 (0.95%) Documentation Skills
15 3 (0.95%) Presentation Skills
Job Titles
1 77 (24.29%) Developer
2 54 (17.03%) Senior
3 53 (16.72%) Software Engineer
4 41 (12.93%) Lead
5 24 (7.57%) Analyst
5 24 (7.57%) Data Engineer
5 24 (7.57%) Senior Developer
6 22 (6.94%) Junior
7 20 (6.31%) Consultant
8 19 (5.99%) C++ Developer
8 19 (5.99%) Junior Developer
9 17 (5.36%) Python Developer
10 16 (5.05%) Administrator
10 16 (5.05%) C++ Quantitative Developer
10 16 (5.05%) Data Consultant
10 16 (5.05%) Data Migration Consultant
10 16 (5.05%) Java Engineer
10 16 (5.05%) Migration Consultant
10 16 (5.05%) Quantitative Developer
10 16 (5.05%) Senior Python Developer
Libraries, Frameworks & Software Standards
1 54 (17.03%) Kafka
2 34 (10.73%) React
3 30 (9.46%) REST
4 22 (6.94%) Oracle Fusion
5 20 (6.31%) AngularJS
6 19 (5.99%) .NET
7 15 (4.73%) Boost C++ Libraries
7 15 (4.73%) gRPC
7 15 (4.73%) Spring
8 14 (4.42%) OAuth
9 13 (4.10%) Middleware
10 12 (3.79%) Backbone.js
10 12 (3.79%) Bootstrap
10 12 (3.79%) Ember.js
10 12 (3.79%) jQuery
11 11 (3.47%) Spring Boot
12 10 (3.15%) ASP.NET
13 9 (2.84%) OpenID
13 9 (2.84%) RabbitMQ
13 9 (2.84%) WebSockets
Miscellaneous
1 107 (33.75%) Algorithms
2 38 (11.99%) Public Cloud
3 36 (11.36%) Distributed Systems
3 36 (11.36%) Legacy Systems
4 20 (6.31%) Hedge funds
5 19 (5.99%) Cloud Native
5 19 (5.99%) Equities
5 19 (5.99%) Hybrid Cloud
6 18 (5.68%) Product Ownership
7 17 (5.36%) Analytical Mindset
7 17 (5.36%) Management Information System
8 16 (5.05%) Fixed Income
9 14 (4.42%) Foreign Exchange (FX)
10 12 (3.79%) Greenfield Project
11 11 (3.47%) e-Learning
12 10 (3.15%) Reference Data
12 10 (3.15%) Replication
13 8 (2.52%) Private Cloud
14 7 (2.21%) Mobile App
15 6 (1.89%) Robotics
Operating Systems
1 43 (13.56%) Linux
2 22 (6.94%) Apple iOS
3 20 (6.31%) Windows
4 14 (4.42%) Android
5 12 (3.79%) Unix
Processes & Methodologies
1 104 (32.81%) Agile
2 97 (30.60%) Problem-Solving
3 84 (26.50%) Software Engineering
4 69 (21.77%) ETL
5 57 (17.98%) Analytics
6 54 (17.03%) Mentoring
7 52 (16.40%) CI/CD
7 52 (16.40%) Coaching
7 52 (16.40%) Test Automation
8 51 (16.09%) Data Management
9 47 (14.83%) Computer Science
10 43 (13.56%) User Experience
11 42 (13.25%) Artificial Intelligence
12 41 (12.93%) Data Pipeline
12 41 (12.93%) SDLC
13 40 (12.62%) Data Modelling
14 39 (12.30%) Data Analysis
15 37 (11.67%) Migration
16 36 (11.36%) Business Intelligence
16 36 (11.36%) DevOps
Programming Languages
1 170 (53.63%) SQL
2 96 (30.28%) Python
3 62 (19.56%) Java
4 47 (14.83%) C#
5 42 (13.25%) C++
6 32 (10.09%) JavaScript
7 25 (7.89%) PL/SQL
8 22 (6.94%) VBA
9 20 (6.31%) T-SQL
10 13 (4.10%) Shell Script
11 12 (3.79%) TypeScript
12 10 (3.15%) Go
13 8 (2.52%) R
13 8 (2.52%) Rust
14 6 (1.89%) Scala
15 4 (1.26%) C
15 4 (1.26%) Julia
15 4 (1.26%) Kotlin
16 2 (0.63%) Bash
16 2 (0.63%) Swift
Qualifications
1 56 (17.67%) Degree
2 15 (4.73%) Master's Degree
3 13 (4.10%) Microsoft Certification
4 11 (3.47%) PhD
5 10 (3.15%) Computer Science Degree
6 9 (2.84%) AWS Certification
7 7 (2.21%) Numerate Degree
8 6 (1.89%) Security Cleared
9 3 (0.95%) Azure Certification
9 3 (0.95%) SC Cleared
10 2 (0.63%) AWS Certified Developer
10 2 (0.63%) DV Cleared
11 1 (0.32%) SAP Certification
Quality Assurance & Compliance
1 31 (9.78%) Data Quality
2 22 (6.94%) QA
3 12 (3.79%) Accessibility
4 2 (0.63%) Dublin Core
4 2 (0.63%) GAAP
4 2 (0.63%) GDPR
4 2 (0.63%) IFRS
4 2 (0.63%) IFRS 17
4 2 (0.63%) Solvency II
System Software
1 42 (13.25%) Docker
2 5 (1.58%) Apache Flume
Systems Management
1 46 (14.51%) Kubernetes
2 29 (9.15%) Terraform
3 10 (3.15%) Ansible
4 5 (1.58%) Oozie
5 4 (1.26%) Grafana
6 3 (0.95%) Prometheus
7 2 (0.63%) Kubeflow
8 1 (0.32%) Progress Chef
8 1 (0.32%) Single Sign-On
Vendors
1 81 (25.55%) Microsoft
2 37 (11.67%) Oracle
3 34 (10.73%) Google
4 26 (8.20%) Databricks
5 20 (6.31%) IBM
6 19 (5.99%) Red Hat
7 16 (5.05%) Facebook
8 15 (4.73%) Workday
9 14 (4.42%) ServiceNow
10 9 (2.84%) Intapp
10 9 (2.84%) PeopleSoft
11 5 (1.58%) Cloudera
11 5 (1.58%) Informatica
11 5 (1.58%) Talend
12 4 (1.26%) SAP
12 4 (1.26%) Solace
12 4 (1.26%) TIBCO
13 2 (0.63%) BiZZdesign
13 2 (0.63%) Salesforce
13 2 (0.63%) Sparx