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

6 months to
14 May 2025
Same period 2024 Same period 2023
Rank 416 277 292
Rank change year-on-year -139 +15 -112
Permanent jobs citing Data Structures 289 858 1,091
As % of all permanent jobs advertised in England 0.59% 1.00% 1.21%
As % of the Miscellaneous category 1.61% 2.88% 2.76%
Number of salaries quoted 130 440 655
10th Percentile £42,375 £35,000 £44,525
25th Percentile £46,750 £47,201 £52,500
Median annual salary (50th Percentile) £71,991 £70,000 £68,823
Median % change year-on-year +2.84% +1.71% +5.88%
75th Percentile £98,750 £90,000 £94,504
90th Percentile £127,500 £110,000 £122,500
UK median annual salary £71,991 £70,000 £67,500
% change year-on-year +2.84% +3.70% +7.14%

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 17,928 29,798 39,573
As % of all permanent jobs advertised in England 36.71% 34.76% 43.93%
Number of salaries quoted 8,772 20,825 21,320
10th Percentile £31,250 £28,000 £35,478
25th Percentile £42,500 £38,000 £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 £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 14 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 14 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 -20 125 £90,000 +9.76% 350
South East -7 51 £45,000 -10.00% 104
South West +117 38 £70,000 -0.82% 21
North of England -92 31 £60,000 -16.08% 47
Midlands -40 28 £48,500 +14.12% 31
North West -116 19 £57,500 -28.13% 24
West Midlands +19 15 £60,000 +20.00% 26
East of England +9 13 £76,500 +2.00% 49
East Midlands -34 13 £48,500 +38.57% 5
Yorkshire +64 6 £62,254 +24.51% 9
North East +31 6 £103,750 +57.79% 14
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 12 (4.15%) Apache Spark
2 9 (3.11%) Apache Airflow
2 9 (3.11%) SharePoint
3 6 (2.08%) Apache
4 5 (1.73%) CMS
4 5 (1.73%) SAS
5 4 (1.38%) Confluence
5 4 (1.38%) GemFire
6 2 (0.69%) Oracle SOA Suite
Applications
1 44 (15.22%) Microsoft Excel
2 19 (6.57%) Microsoft PowerPoint
3 10 (3.46%) Microsoft Office
4 1 (0.35%) GNU Octave
Business Applications
1 22 (7.61%) Oracle EBS
2 6 (2.08%) Dynamics CRM
3 3 (1.04%) PeopleSoft Financials
4 2 (0.69%) Sparx Enterprise Architect
5 1 (0.35%) Infor M3
5 1 (0.35%) JDE EnterpriseOne
5 1 (0.35%) Maximo
5 1 (0.35%) Oracle Applications
5 1 (0.35%) SAP ERP
Cloud Services
1 110 (38.06%) Azure
2 62 (21.45%) Power Platform
3 41 (14.19%) AWS
4 31 (10.73%) GCP
5 19 (6.57%) Azure Synapse Analytics
6 16 (5.54%) Microsoft 365
7 15 (5.19%) Azure DevOps
7 15 (5.19%) Snowflake
8 14 (4.84%) PowerApps
9 13 (4.50%) Dynamics 365
10 10 (3.46%) Azure Data Factory
11 8 (2.77%) Amazon S3
11 8 (2.77%) Cloud Computing
11 8 (2.77%) Microsoft Purview
11 8 (2.77%) Power Automate
12 5 (1.73%) Amazon Kinesis
13 4 (1.38%) Azure Logic Apps
13 4 (1.38%) Azure Service Bus
13 4 (1.38%) iPaaS
13 4 (1.38%) Vertex AI
Communications & Networking
1 2 (0.69%) Multicast
1 2 (0.69%) RTP
2 1 (0.35%) HTTP
2 1 (0.35%) Intranet
2 1 (0.35%) TCP/IP
Database & Business Intelligence
1 50 (17.30%) Power BI
2 40 (13.84%) NoSQL
3 28 (9.69%) SQL Server
4 27 (9.34%) MongoDB
5 23 (7.96%) Oracle ODI
6 19 (6.57%) Big Data
7 18 (6.23%) Data Lake
7 18 (6.23%) Data Warehouse
7 18 (6.23%) Relational Database
8 17 (5.88%) Amazon Redshift
8 17 (5.88%) BigQuery
9 16 (5.54%) BusinessObjects
9 16 (5.54%) Data Mining
10 15 (5.19%) SQL Server Integration Services
11 13 (4.50%) Tableau
12 12 (4.15%) Hadoop
12 12 (4.15%) Metadata
12 12 (4.15%) PostgreSQL
12 12 (4.15%) SQL Server Reporting Services
13 10 (3.46%) DB2
Development Applications
1 16 (5.54%) Git
2 12 (4.15%) JIRA
3 7 (2.42%) Visual Studio
3 7 (2.42%) webpack
4 6 (2.08%) Jenkins
5 5 (1.73%) CircleCI
6 4 (1.38%) GitLab
6 4 (1.38%) Grunt
6 4 (1.38%) gulp
7 3 (1.04%) Babel
7 3 (1.04%) ERwin
7 3 (1.04%) Subversion
8 2 (0.69%) Maven
9 1 (0.35%) Cypress.io
9 1 (0.35%) Moq
9 1 (0.35%) Oracle Forms
9 1 (0.35%) SpecFlow
General
1 95 (32.87%) Finance
2 82 (28.37%) Analytical Skills
3 71 (24.57%) Social Skills
4 29 (10.03%) Retail
5 26 (9.00%) Front Office
6 25 (8.65%) Banking
7 22 (7.61%) Inclusion and Diversity
8 21 (7.27%) Law
9 18 (6.23%) Public Sector
10 12 (4.15%) Marketing
11 11 (3.81%) Legal
12 10 (3.46%) Electronics
13 7 (2.42%) Agriculture
14 5 (1.73%) Advertising
14 5 (1.73%) Games
14 5 (1.73%) Organisational Skills
15 4 (1.38%) iGaming
16 3 (1.04%) Automotive
16 3 (1.04%) Presentation Skills
17 2 (0.69%) General Ledger
Job Titles
1 91 (31.49%) Developer
2 54 (18.69%) Senior
3 40 (13.84%) Lead
4 34 (11.76%) Software Engineer
5 27 (9.34%) Senior Developer
6 22 (7.61%) Junior
7 19 (6.57%) Architect
7 19 (6.57%) C++ Developer
8 18 (6.23%) Consultant
8 18 (6.23%) Junior Developer
9 17 (5.88%) C++ Quantitative Developer
9 17 (5.88%) Quantitative Developer
10 16 (5.54%) Administrator
10 16 (5.54%) Analyst
10 16 (5.54%) Python Developer
11 15 (5.19%) Data Consultant
11 15 (5.19%) Oracle Consultant
11 15 (5.19%) Oracle Technical Consultant
11 15 (5.19%) Senior Python Developer
11 15 (5.19%) Technical Consultant
Libraries, Frameworks & Software Standards
1 31 (10.73%) Kafka
2 24 (8.30%) .NET
2 24 (8.30%) React
3 22 (7.61%) AngularJS
3 22 (7.61%) Oracle Fusion
4 21 (7.27%) REST
5 15 (5.19%) Boost C++ Libraries
6 14 (4.84%) gRPC
6 14 (4.84%) Middleware
7 12 (4.15%) XML
8 11 (3.81%) CSS
9 10 (3.46%) ASP.NET
9 10 (3.46%) Backbone.js
9 10 (3.46%) Bootstrap
9 10 (3.46%) Ember.js
9 10 (3.46%) HTML
9 10 (3.46%) jQuery
9 10 (3.46%) JSON
9 10 (3.46%) WebSockets
10 9 (3.11%) .NET Core
Miscellaneous
1 97 (33.56%) Algorithms
2 36 (12.46%) Legacy Systems
3 27 (9.34%) Distributed Systems
4 23 (7.96%) Hedge funds
5 21 (7.27%) Management Information System
6 19 (6.57%) Public Cloud
7 18 (6.23%) Equities
8 17 (5.88%) Hybrid Cloud
9 13 (4.50%) Fixed Income
9 13 (4.50%) Greenfield Project
10 11 (3.81%) Cloud Native
10 11 (3.81%) Foreign Exchange (FX)
11 10 (3.46%) Reference Data
11 10 (3.46%) Replication
12 9 (3.11%) e-Learning
13 8 (2.77%) Client/Server
13 8 (2.77%) Product Ownership
14 6 (2.08%) Analytical Mindset
14 6 (2.08%) FMCG
15 5 (1.73%) Mobile App
Operating Systems
1 40 (13.84%) Linux
2 21 (7.27%) Apple iOS
3 19 (6.57%) Windows
4 14 (4.84%) Android
5 5 (1.73%) Unix
Processes & Methodologies
1 79 (27.34%) Agile
2 73 (25.26%) Problem-Solving
3 68 (23.53%) ETL
4 58 (20.07%) Analytics
4 58 (20.07%) Software Engineering
5 48 (16.61%) Data Management
6 46 (15.92%) Coaching
6 46 (15.92%) Computer Science
7 44 (15.22%) OOP
8 43 (14.88%) Mentoring
9 42 (14.53%) Migration
10 41 (14.19%) Data Analysis
11 40 (13.84%) Data Migration
12 39 (13.49%) Data Modelling
13 38 (13.15%) OO
14 37 (12.80%) Artificial Intelligence
14 37 (12.80%) Business Intelligence
15 34 (11.76%) CI/CD
16 33 (11.42%) Data Pipeline
16 33 (11.42%) Design Patterns
Programming Languages
1 145 (50.17%) SQL
2 77 (26.64%) Python
3 52 (17.99%) Java
4 48 (16.61%) C#
5 41 (14.19%) C++
6 30 (10.38%) JavaScript
7 26 (9.00%) PL/SQL
8 19 (6.57%) VBA
9 17 (5.88%) T-SQL
10 10 (3.46%) TypeScript
11 6 (2.08%) Go
12 5 (1.73%) C
12 5 (1.73%) R
12 5 (1.73%) Scala
12 5 (1.73%) Shell Script
13 3 (1.04%) Julia
13 3 (1.04%) Rust
13 3 (1.04%) SPARQL
14 2 (0.69%) Data Analysis Expressions
14 2 (0.69%) Kotlin
Qualifications
1 58 (20.07%) Degree
2 12 (4.15%) Computer Science Degree
3 10 (3.46%) Microsoft Certification
4 9 (3.11%) Master's Degree
5 7 (2.42%) Numerate Degree
6 6 (2.08%) PhD
7 5 (1.73%) Security Cleared
8 3 (1.04%) Azure Certification
8 3 (1.04%) SC Cleared
9 2 (0.69%) DV Cleared
Quality Assurance & Compliance
1 33 (11.42%) Data Quality
2 22 (7.61%) QA
3 11 (3.81%) Accessibility
4 2 (0.69%) Dublin Core
4 2 (0.69%) GDPR
4 2 (0.69%) ISO 9001
4 2 (0.69%) ISO/IEC 27001
System Software
1 16 (5.54%) Docker
2 5 (1.73%) Apache Flume
Systems Management
1 26 (9.00%) Kubernetes
2 17 (5.88%) Terraform
3 5 (1.73%) Oozie
4 3 (1.04%) Grafana
4 3 (1.04%) Prometheus
5 1 (0.35%) Ansible
5 1 (0.35%) Progress Chef
5 1 (0.35%) Single Sign-On
Vendors
1 77 (26.64%) Microsoft
2 37 (12.80%) Oracle
3 23 (7.96%) Databricks
4 18 (6.23%) IBM
5 17 (5.88%) Google
5 17 (5.88%) Red Hat
6 16 (5.54%) Facebook
7 10 (3.46%) Workday
8 9 (3.11%) ServiceNow
9 5 (1.73%) Cloudera
9 5 (1.73%) Informatica
9 5 (1.73%) Talend
10 4 (1.38%) ANSYS
10 4 (1.38%) Solace
10 4 (1.38%) Teradata
10 4 (1.38%) TIBCO
11 3 (1.04%) Intapp
11 3 (1.04%) PeopleSoft
11 3 (1.04%) SAP
12 2 (0.69%) BiZZdesign