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

6 months to
28 May 2025
Same period 2024 Same period 2023
Rank 417 286 294
Rank change year-on-year -131 +8 -112
Permanent jobs citing Data Structures 283 852 1,027
As % of all permanent jobs advertised in England 0.59% 0.96% 1.18%
As % of the Miscellaneous category 1.55% 2.83% 2.68%
Number of salaries quoted 113 429 627
10th Percentile £42,500 £35,000 £43,500
25th Percentile £46,750 £47,500 £51,806
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 £92,500
90th Percentile £127,500 £110,000 £121,750
UK median annual salary £71,991 £70,000 £65,000
% change year-on-year +2.84% +7.69% +3.17%

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 18,271 30,096 38,280
As % of all permanent jobs advertised in England 37.77% 34.04% 43.95%
Number of salaries quoted 8,369 20,900 20,691
10th Percentile £31,000 £28,000 £35,750
25th Percentile £42,000 £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 £110,000 £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 28 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 28 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 -10 125 £90,500 +6.47% 392
South East -19 50 £50,000 - 116
South West +128 40 £70,000 -0.82% 25
Midlands -45 28 £48,500 +14.12% 42
North of England -103 25 £69,750 -2.45% 89
North West -126 18 £56,250 -29.69% 47
West Midlands +26 14 £55,000 +4.76% 32
East Midlands -31 14 £48,500 +38.57% 8
East of England +5 12 £69,000 -8.00% 51
Yorkshire +50 4 £76,000 +52.00% 14
North East +34 3 £115,000 +60.84% 29
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 (4.95%) Apache Spark
2 11 (3.89%) Apache Airflow
3 10 (3.53%) SharePoint
4 7 (2.47%) Apache
5 4 (1.41%) Confluence
5 4 (1.41%) GemFire
6 2 (0.71%) CMS
6 2 (0.71%) Oracle SOA Suite
6 2 (0.71%) SAS
7 1 (0.35%) Apache Pulsar
Applications
1 41 (14.49%) Microsoft Excel
2 20 (7.07%) Microsoft PowerPoint
3 7 (2.47%) Microsoft Office
4 1 (0.35%) GNU Octave
Business Applications
1 22 (7.77%) Oracle EBS
2 7 (2.47%) 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
1 112 (39.58%) Azure
2 63 (22.26%) Power Platform
3 45 (15.90%) AWS
4 30 (10.60%) GCP
5 19 (6.71%) Azure Synapse Analytics
6 16 (5.65%) Snowflake
7 14 (4.95%) Azure DevOps
7 14 (4.95%) PowerApps
8 13 (4.59%) Dynamics 365
9 12 (4.24%) Microsoft 365
10 11 (3.89%) Azure Data Factory
11 8 (2.83%) Amazon S3
11 8 (2.83%) Microsoft Purview
12 7 (2.47%) Power Automate
13 5 (1.77%) Amazon Kinesis
14 4 (1.41%) Azure Logic Apps
14 4 (1.41%) Azure Service Bus
14 4 (1.41%) iPaaS
14 4 (1.41%) Serverless
14 4 (1.41%) Vertex AI
Communications & Networking
1 2 (0.71%) RTP
2 1 (0.35%) Internet
2 1 (0.35%) Multicast
Database & Business Intelligence
1 51 (18.02%) Power BI
2 45 (15.90%) NoSQL
3 31 (10.95%) MongoDB
4 28 (9.89%) SQL Server
5 24 (8.48%) Relational Database
6 23 (8.13%) Oracle ODI
7 20 (7.07%) Data Lake
8 19 (6.71%) Big Data
8 19 (6.71%) Data Warehouse
9 18 (6.36%) BigQuery
10 17 (6.01%) Amazon Redshift
10 17 (6.01%) PostgreSQL
11 16 (5.65%) BusinessObjects
11 16 (5.65%) Data Mining
12 15 (5.30%) SQL Server Integration Services
13 13 (4.59%) Tableau
14 12 (4.24%) DB2
14 12 (4.24%) Hadoop
14 12 (4.24%) MySQL
14 12 (4.24%) SQL Server Reporting Services
Development Applications
1 16 (5.65%) Git
2 11 (3.89%) JIRA
3 7 (2.47%) Visual Studio
4 6 (2.12%) Jenkins
4 6 (2.12%) webpack
5 5 (1.77%) CircleCI
6 4 (1.41%) GitLab
6 4 (1.41%) Grunt
6 4 (1.41%) gulp
6 4 (1.41%) Subversion
7 3 (1.06%) ERwin
8 2 (0.71%) Babel
8 2 (0.71%) Maven
9 1 (0.35%) Cucumber
9 1 (0.35%) Cypress.io
9 1 (0.35%) Mockito
9 1 (0.35%) Moq
9 1 (0.35%) Selenium
9 1 (0.35%) SpecFlow
9 1 (0.35%) Terragrunt
General
1 98 (34.63%) Finance
2 84 (29.68%) Analytical Skills
3 73 (25.80%) Social Skills
4 31 (10.95%) Inclusion and Diversity
4 31 (10.95%) Law
5 30 (10.60%) Banking
6 29 (10.25%) Retail
7 26 (9.19%) Front Office
8 20 (7.07%) Public Sector
9 15 (5.30%) Marketing
10 14 (4.95%) Legal
11 9 (3.18%) Electronics
12 7 (2.47%) Agriculture
13 5 (1.77%) Games
14 4 (1.41%) iGaming
14 4 (1.41%) Organisational Skills
15 3 (1.06%) Advertising
15 3 (1.06%) Automotive
15 3 (1.06%) Presentation Skills
16 2 (0.71%) General Ledger
Job Titles
1 83 (29.33%) Developer
2 55 (19.43%) Senior
3 42 (14.84%) Lead
4 35 (12.37%) Software Engineer
5 26 (9.19%) Senior Developer
6 21 (7.42%) Junior
7 19 (6.71%) C++ Developer
8 18 (6.36%) Consultant
8 18 (6.36%) Junior Developer
9 17 (6.01%) Analyst
9 17 (6.01%) Architect
9 17 (6.01%) C++ Quantitative Developer
9 17 (6.01%) Quantitative Developer
10 16 (5.65%) Administrator
10 16 (5.65%) Data Engineer
10 16 (5.65%) Python Developer
11 15 (5.30%) Migration Consultant
11 15 (5.30%) Senior C++ Developer
11 15 (5.30%) Senior Python Developer
11 15 (5.30%) Technical Consultant
Libraries, Frameworks & Software Standards
1 38 (13.43%) Kafka
2 25 (8.83%) React
3 22 (7.77%) Oracle Fusion
3 22 (7.77%) REST
4 21 (7.42%) AngularJS
5 19 (6.71%) .NET
6 15 (5.30%) Boost C++ Libraries
7 14 (4.95%) gRPC
7 14 (4.95%) Middleware
8 12 (4.24%) Backbone.js
8 12 (4.24%) Bootstrap
8 12 (4.24%) Ember.js
8 12 (4.24%) jQuery
8 12 (4.24%) XML
9 11 (3.89%) CSS
10 10 (3.53%) ASP.NET
10 10 (3.53%) HTML
10 10 (3.53%) WebSockets
11 9 (3.18%) JSON
11 9 (3.18%) Spring
Miscellaneous
1 95 (33.57%) Algorithms
2 37 (13.07%) Legacy Systems
3 28 (9.89%) Distributed Systems
4 24 (8.48%) Public Cloud
5 20 (7.07%) Hedge funds
6 19 (6.71%) Equities
6 19 (6.71%) Hybrid Cloud
7 18 (6.36%) Management Information System
8 14 (4.95%) Fixed Income
9 13 (4.59%) Cloud Native
10 12 (4.24%) Greenfield Project
11 11 (3.89%) e-Learning
11 11 (3.89%) Foreign Exchange (FX)
12 10 (3.53%) Product Ownership
12 10 (3.53%) Reference Data
12 10 (3.53%) Replication
13 7 (2.47%) Analytical Mindset
14 6 (2.12%) FMCG
15 5 (1.77%) Derivative
15 5 (1.77%) Mobile App
Operating Systems
1 42 (14.84%) Linux
2 23 (8.13%) Apple iOS
3 21 (7.42%) Windows
4 15 (5.30%) Android
5 7 (2.47%) Unix
Processes & Methodologies
1 86 (30.39%) Agile
2 74 (26.15%) Problem-Solving
3 68 (24.03%) ETL
4 59 (20.85%) Analytics
4 59 (20.85%) Software Engineering
5 50 (17.67%) Data Management
6 48 (16.96%) Coaching
6 48 (16.96%) Mentoring
7 41 (14.49%) Data Analysis
8 39 (13.78%) Artificial Intelligence
8 39 (13.78%) Migration
9 38 (13.43%) Computer Science
9 38 (13.43%) Data Modelling
10 37 (13.07%) Data Migration
10 37 (13.07%) Test Automation
11 36 (12.72%) CI/CD
11 36 (12.72%) OOP
11 36 (12.72%) User Experience
12 35 (12.37%) Data Pipeline
12 35 (12.37%) OO
Programming Languages
1 151 (53.36%) SQL
2 81 (28.62%) Python
3 53 (18.73%) Java
4 45 (15.90%) C#
5 40 (14.13%) C++
6 30 (10.60%) JavaScript
7 26 (9.19%) PL/SQL
8 21 (7.42%) VBA
9 17 (6.01%) T-SQL
10 8 (2.83%) R
11 7 (2.47%) Go
11 7 (2.47%) Shell Script
11 7 (2.47%) TypeScript
12 5 (1.77%) Rust
12 5 (1.77%) Scala
13 4 (1.41%) C
13 4 (1.41%) Julia
14 3 (1.06%) SPARQL
15 2 (0.71%) Bash
15 2 (0.71%) PowerShell
Qualifications
1 46 (16.25%) Degree
2 11 (3.89%) Microsoft Certification
3 9 (3.18%) Master's Degree
4 8 (2.83%) Computer Science Degree
5 7 (2.47%) Numerate Degree
6 6 (2.12%) PhD
7 4 (1.41%) Security Cleared
8 3 (1.06%) AWS Certification
8 3 (1.06%) Azure Certification
9 2 (0.71%) SC Cleared
10 1 (0.35%) AWS Certified Developer
10 1 (0.35%) DV Cleared
Quality Assurance & Compliance
1 30 (10.60%) Data Quality
2 20 (7.07%) QA
3 11 (3.89%) 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
5 1 (0.35%) GAAP
5 1 (0.35%) IFRS
5 1 (0.35%) IFRS 17
5 1 (0.35%) Solvency II
System Software
1 21 (7.42%) Docker
2 5 (1.77%) Apache Flume
Systems Management
1 29 (10.25%) Kubernetes
2 20 (7.07%) Terraform
3 5 (1.77%) Oozie
4 4 (1.41%) 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 73 (25.80%) Microsoft
2 38 (13.43%) Oracle
3 24 (8.48%) Databricks
4 21 (7.42%) Google
5 20 (7.07%) IBM
6 19 (6.71%) Red Hat
7 16 (5.65%) Facebook
8 11 (3.89%) Workday
9 10 (3.53%) ServiceNow
10 5 (1.77%) Cloudera
10 5 (1.77%) Informatica
10 5 (1.77%) Intapp
10 5 (1.77%) PeopleSoft
10 5 (1.77%) Talend
11 4 (1.41%) SAP
11 4 (1.41%) Solace
11 4 (1.41%) TIBCO
12 2 (0.71%) BiZZdesign
12 2 (0.71%) Sparx
12 2 (0.71%) Teradata