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

6 months to
22 May 2025
Same period 2024 Same period 2023
Rank 409 288 287
Rank change year-on-year -121 -1 -105
Permanent jobs citing Data Structures 282 856 1,049
As % of all permanent jobs advertised in England 0.58% 0.99% 1.19%
As % of the Miscellaneous category 1.53% 2.86% 2.72%
Number of salaries quoted 114 433 634
10th Percentile £43,250 £35,000 £43,575
25th Percentile £47,500 £47,500 £51,875
Median annual salary (50th Percentile) £71,991 £70,000 £67,500
Median % change year-on-year +2.84% +3.70% +3.85%
75th Percentile £98,750 £90,000 £94,504
90th Percentile £127,500 £110,000 £122,500
UK median annual salary £72,500 £70,000 £65,478
% change year-on-year +3.57% +6.91% +4.76%

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 18,391 29,955 38,624
As % of all permanent jobs advertised in England 37.83% 34.61% 43.92%
Number of salaries quoted 8,443 20,840 20,841
10th Percentile £31,250 £28,000 £35,750
25th Percentile £42,062 £38,000 £46,686
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 £75,000 £87,500
90th Percentile £111,250 £100,000 £110,000
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 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 22 May 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 22 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
London -11 125 £90,250 +6.18% 431
South East -18 50 £50,000 - 163
South West +112 39 £70,000 -0.82% 50
Midlands -47 28 £48,500 +14.12% 83
North of England -97 26 £65,000 -9.09% 126
North West -122 19 £57,500 -28.13% 63
West Midlands +31 14 £60,000 +20.00% 55
East Midlands -40 14 £48,500 +38.57% 23
East of England +1 11 £73,000 -2.67% 88
Yorkshire +55 4 £76,000 +52.00% 30
North East +29 3 £115,000 +60.84% 34
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 14 (4.96%) Apache Spark
2 11 (3.90%) Apache Airflow
3 9 (3.19%) SharePoint
4 7 (2.48%) Apache
5 4 (1.42%) CMS
5 4 (1.42%) Confluence
5 4 (1.42%) GemFire
6 2 (0.71%) Oracle SOA Suite
6 2 (0.71%) SAS
7 1 (0.35%) Apache Pulsar
Applications
1 44 (15.60%) Microsoft Excel
2 20 (7.09%) Microsoft PowerPoint
3 9 (3.19%) Microsoft Office
4 1 (0.35%) GNU Octave
Business Applications
1 22 (7.80%) Oracle EBS
2 6 (2.13%) Dynamics CRM
3 5 (1.77%) PeopleSoft Financials
4 2 (0.71%) Sparx Enterprise Architect
5 1 (0.35%) Infor M3
5 1 (0.35%) Maximo
5 1 (0.35%) Oracle Applications
5 1 (0.35%) SAP ERP
Cloud Services
1 110 (39.01%) Azure
2 61 (21.63%) Power Platform
3 44 (15.60%) AWS
4 31 (10.99%) GCP
5 19 (6.74%) Azure Synapse Analytics
6 16 (5.67%) Snowflake
7 15 (5.32%) Microsoft 365
8 13 (4.61%) Azure DevOps
8 13 (4.61%) PowerApps
9 12 (4.26%) Dynamics 365
10 10 (3.55%) Azure Data Factory
11 8 (2.84%) Amazon S3
11 8 (2.84%) Microsoft Purview
12 7 (2.48%) Power Automate
13 5 (1.77%) Amazon Kinesis
13 5 (1.77%) Cloud Computing
14 4 (1.42%) Azure Logic Apps
14 4 (1.42%) Azure Service Bus
14 4 (1.42%) iPaaS
14 4 (1.42%) Vertex AI
Communications & Networking
1 2 (0.71%) RTP
2 1 (0.35%) Internet
2 1 (0.35%) Multicast
Database & Business Intelligence
1 50 (17.73%) Power BI
2 44 (15.60%) NoSQL
3 31 (10.99%) MongoDB
4 27 (9.57%) SQL Server
5 23 (8.16%) Oracle ODI
6 22 (7.80%) Relational Database
7 19 (6.74%) Big Data
7 19 (6.74%) Data Lake
8 18 (6.38%) BigQuery
8 18 (6.38%) Data Warehouse
9 17 (6.03%) Amazon Redshift
10 16 (5.67%) BusinessObjects
10 16 (5.67%) Data Mining
10 16 (5.67%) PostgreSQL
11 15 (5.32%) SQL Server Integration Services
12 13 (4.61%) Tableau
13 12 (4.26%) DB2
13 12 (4.26%) Hadoop
13 12 (4.26%) SQL Server Reporting Services
14 11 (3.90%) Metadata
Development Applications
1 16 (5.67%) Git
2 11 (3.90%) JIRA
3 7 (2.48%) Visual Studio
3 7 (2.48%) webpack
4 6 (2.13%) Jenkins
5 5 (1.77%) CircleCI
6 4 (1.42%) GitLab
6 4 (1.42%) Grunt
6 4 (1.42%) gulp
6 4 (1.42%) Subversion
7 3 (1.06%) Babel
7 3 (1.06%) ERwin
8 2 (0.71%) Cypress.io
8 2 (0.71%) Maven
9 1 (0.35%) Cucumber
9 1 (0.35%) Moq
9 1 (0.35%) Oracle Forms
9 1 (0.35%) Selenium
9 1 (0.35%) SpecFlow
9 1 (0.35%) Terragrunt
General
1 98 (34.75%) Finance
2 82 (29.08%) Analytical Skills
3 69 (24.47%) Social Skills
4 29 (10.28%) Inclusion and Diversity
4 29 (10.28%) Law
4 29 (10.28%) Retail
5 28 (9.93%) Banking
6 26 (9.22%) Front Office
7 20 (7.09%) Public Sector
8 14 (4.96%) Marketing
9 13 (4.61%) Legal
10 9 (3.19%) Electronics
11 7 (2.48%) Agriculture
12 5 (1.77%) Games
13 4 (1.42%) iGaming
13 4 (1.42%) Organisational Skills
14 3 (1.06%) Advertising
14 3 (1.06%) Automotive
14 3 (1.06%) Presentation Skills
15 2 (0.71%) General Ledger
Job Titles
1 84 (29.79%) Developer
2 54 (19.15%) Senior
3 42 (14.89%) Lead
4 34 (12.06%) Software Engineer
5 26 (9.22%) Senior Developer
6 21 (7.45%) Junior
7 19 (6.74%) C++ Developer
8 18 (6.38%) Consultant
8 18 (6.38%) Junior Developer
9 17 (6.03%) Analyst
9 17 (6.03%) Architect
9 17 (6.03%) C++ Quantitative Developer
9 17 (6.03%) Quantitative Developer
10 16 (5.67%) Administrator
10 16 (5.67%) Python Developer
11 15 (5.32%) Data Consultant
11 15 (5.32%) Oracle Consultant
11 15 (5.32%) Oracle Technical Consultant
11 15 (5.32%) Senior Python Developer
11 15 (5.32%) Technical Consultant
Libraries, Frameworks & Software Standards
1 36 (12.77%) Kafka
2 24 (8.51%) React
3 23 (8.16%) REST
4 22 (7.80%) AngularJS
4 22 (7.80%) Oracle Fusion
5 20 (7.09%) .NET
6 15 (5.32%) Boost C++ Libraries
7 14 (4.96%) Middleware
8 13 (4.61%) gRPC
9 12 (4.26%) Backbone.js
9 12 (4.26%) Bootstrap
9 12 (4.26%) CSS
9 12 (4.26%) Ember.js
9 12 (4.26%) jQuery
9 12 (4.26%) XML
10 11 (3.90%) HTML
11 10 (3.55%) ASP.NET
11 10 (3.55%) JSON
11 10 (3.55%) WebSockets
12 8 (2.84%) OAuth
Miscellaneous
1 95 (33.69%) Algorithms
2 37 (13.12%) Legacy Systems
3 28 (9.93%) Distributed Systems
4 22 (7.80%) Public Cloud
5 20 (7.09%) Hedge funds
5 20 (7.09%) Management Information System
6 19 (6.74%) Equities
6 19 (6.74%) Hybrid Cloud
7 14 (4.96%) Fixed Income
8 12 (4.26%) Cloud Native
8 12 (4.26%) Greenfield Project
9 11 (3.90%) e-Learning
9 11 (3.90%) Foreign Exchange (FX)
10 10 (3.55%) Reference Data
10 10 (3.55%) Replication
11 9 (3.19%) Product Ownership
12 6 (2.13%) Analytical Mindset
12 6 (2.13%) FMCG
13 5 (1.77%) Derivative
13 5 (1.77%) Mobile App
Operating Systems
1 41 (14.54%) Linux
2 23 (8.16%) Apple iOS
3 21 (7.45%) Windows
4 15 (5.32%) Android
5 7 (2.48%) Unix
Processes & Methodologies
1 86 (30.50%) Agile
2 72 (25.53%) Problem-Solving
3 69 (24.47%) ETL
4 59 (20.92%) Analytics
5 57 (20.21%) Software Engineering
6 50 (17.73%) Data Management
7 49 (17.38%) Coaching
8 48 (17.02%) Mentoring
9 41 (14.54%) Migration
10 40 (14.18%) Artificial Intelligence
10 40 (14.18%) Data Analysis
11 39 (13.83%) Data Migration
11 39 (13.83%) Data Modelling
12 38 (13.48%) OOP
13 36 (12.77%) Business Intelligence
13 36 (12.77%) Computer Science
13 36 (12.77%) Test Automation
14 35 (12.41%) CI/CD
14 35 (12.41%) OO
14 35 (12.41%) User Experience
Programming Languages
1 148 (52.48%) SQL
2 80 (28.37%) Python
3 51 (18.09%) Java
4 44 (15.60%) C#
5 39 (13.83%) C++
6 29 (10.28%) JavaScript
7 26 (9.22%) PL/SQL
8 20 (7.09%) VBA
9 16 (5.67%) T-SQL
10 8 (2.84%) TypeScript
11 7 (2.48%) Shell Script
12 6 (2.13%) Go
12 6 (2.13%) R
13 5 (1.77%) Scala
14 4 (1.42%) C
14 4 (1.42%) Julia
14 4 (1.42%) Rust
15 3 (1.06%) SPARQL
16 2 (0.71%) Bash
16 2 (0.71%) PowerShell
Qualifications
1 47 (16.67%) Degree
2 10 (3.55%) Microsoft Certification
3 9 (3.19%) Master's Degree
4 8 (2.84%) Computer Science Degree
5 7 (2.48%) Numerate Degree
6 6 (2.13%) PhD
7 4 (1.42%) Security Cleared
8 3 (1.06%) Azure Certification
9 2 (0.71%) SC Cleared
10 1 (0.35%) AWS Certification
10 1 (0.35%) AWS Certified Developer
10 1 (0.35%) DV Cleared
Quality Assurance & Compliance
1 31 (10.99%) Data Quality
2 20 (7.09%) QA
3 11 (3.90%) Accessibility
4 2 (0.71%) Dublin Core
4 2 (0.71%) GDPR
4 2 (0.71%) ISO 9001
4 2 (0.71%) ISO/IEC 27001
System Software
1 21 (7.45%) Docker
2 5 (1.77%) Apache Flume
Systems Management
1 28 (9.93%) Kubernetes
2 19 (6.74%) Terraform
3 5 (1.77%) Oozie
4 4 (1.42%) Grafana
5 3 (1.06%) Ansible
5 3 (1.06%) Prometheus
6 1 (0.35%) Progress Chef
6 1 (0.35%) Single Sign-On
Vendors
1 74 (26.24%) Microsoft
2 37 (13.12%) Oracle
3 24 (8.51%) Databricks
4 20 (7.09%) Google
4 20 (7.09%) IBM
5 19 (6.74%) Red Hat
6 16 (5.67%) Facebook
7 11 (3.90%) Workday
8 10 (3.55%) ServiceNow
9 5 (1.77%) Cloudera
9 5 (1.77%) Informatica
9 5 (1.77%) Intapp
9 5 (1.77%) PeopleSoft
9 5 (1.77%) Talend
10 4 (1.42%) Solace
10 4 (1.42%) TIBCO
11 3 (1.06%) SAP
12 2 (0.71%) ANSYS
12 2 (0.71%) Salesforce
12 2 (0.71%) Teradata