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 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 284 366 258
Rank change year-on-year +82 -108 +41
Permanent jobs citing Data Structures 555 365 1,087
As % of all permanent jobs advertised in the UK excluding London 0.85% 0.76% 1.39%
As % of the Miscellaneous category 2.74% 1.90% 3.18%
Number of salaries quoted 175 287 359
10th Percentile £36,417 £35,733 £30,442
25th Percentile £46,250 £45,000 £40,000
Median annual salary (50th Percentile) £60,000 £54,882 £50,000
Median % change year-on-year +9.33% +9.76% -3.17%
75th Percentile £85,000 £67,500 £67,500
90th Percentile £97,950 £85,500 £82,970
UK median annual salary £70,000 £63,000 £67,500
% change year-on-year +11.11% -6.67% +3.85%

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 20,220 19,230 34,139
As % of all permanent jobs advertised in the UK excluding London 30.98% 39.94% 43.59%
Number of salaries quoted 11,541 10,409 17,070
10th Percentile £27,500 £31,250 £30,000
25th Percentile £36,250 £40,625 £40,000
Median annual salary (50th Percentile) £50,000 £55,000 £52,500
Median % change year-on-year -9.09% +4.76% +5.00%
75th Percentile £65,000 £70,000 £69,375
90th Percentile £80,000 £85,000 £82,970
UK median annual salary £55,000 £64,000 £62,500
% change year-on-year -14.06% +2.40% +4.17%

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 26 July 2024.

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 26 July 2024. 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
North of England +66 145 £58,750 +17.50% 14
North West +103 126 £82,500 +83.33% 8
South East +32 120 £47,500 -9.52% 7
Scotland +32 112 £75,000 +47.10% 1
Midlands +43 106 £56,500 -9.60% 8
East Midlands +47 81 £30,000 -36.84%
South West -25 36 £70,000 +18.26% 14
East of England -20 28 £66,000 +10.00% 1
West Midlands -10 25 £60,000 -4.00% 8
Yorkshire +15 13 £40,500 -19.00% 2
Wales +26 6 £36,476 -14.18% 4
North East -20 6 £47,500 -0.36% 4
Northern Ireland +15 1 £47,500 -38.71% 3
Isle of Man - 1 - - 1
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 17 (3.06%) Apache Spark
2 6 (1.08%) Confluence
3 4 (0.72%) Apache
4 2 (0.36%) SAS
5 1 (0.18%) SharePoint
Applications
1 24 (4.32%) Microsoft Excel
2 5 (0.90%) Microsoft PowerPoint
3 4 (0.72%) Spreadsheet
4 2 (0.36%) Microsoft Project
4 2 (0.36%) MS Visio
5 1 (0.18%) Microsoft Office
5 1 (0.18%) Oracle Smart View
Business Applications
1 10 (1.80%) NetSuite
2 4 (0.72%) Dynamics CRM
2 4 (0.72%) ResourceLink
3 3 (0.54%) SAP S/4HANA
4 2 (0.36%) Primavera
4 2 (0.36%) SAP WM
5 1 (0.18%) Oracle EBS
5 1 (0.18%) SAP QM
Cloud Services
1 327 (58.92%) Azure
2 231 (41.62%) IBM Cloud
3 156 (28.11%) Azure DevOps
4 135 (24.32%) AWS
5 122 (21.98%) Serverless
6 116 (20.90%) Azure Functions
6 116 (20.90%) Azure Logic Apps
6 116 (20.90%) Azure Service Bus
7 115 (20.72%) Azure API Management
8 48 (8.65%) Power Platform
9 29 (5.23%) SaaS
10 15 (2.70%) Amazon ECS
10 15 (2.70%) Datadog
11 14 (2.52%) GitHub
12 13 (2.34%) Azure Data Factory
12 13 (2.34%) GCP
13 11 (1.98%) PowerApps
14 7 (1.26%) Amazon S3
14 7 (1.26%) Microsoft 365
15 6 (1.08%) PaaS
Communications & Networking
1 5 (0.90%) 5G
1 5 (0.90%) Firewall
1 5 (0.90%) TCP/IP
1 5 (0.90%) Wireless
2 4 (0.72%) BGP
2 4 (0.72%) Intrusion Detection
2 4 (0.72%) IPsec
2 4 (0.72%) LAN
2 4 (0.72%) Network Security
2 4 (0.72%) NGFW
2 4 (0.72%) OSPF
2 4 (0.72%) SSL
2 4 (0.72%) VLAN
2 4 (0.72%) VPN
2 4 (0.72%) WAN
3 3 (0.54%) 4G
4 1 (0.18%) Ethernet
4 1 (0.18%) HTTP
4 1 (0.18%) Internet
4 1 (0.18%) NGN
Database & Business Intelligence
1 262 (47.21%) NoSQL
2 237 (42.70%) PostgreSQL
3 232 (41.80%) MongoDB
4 231 (41.62%) DB2
5 160 (28.83%) Relational Database
6 48 (8.65%) Power BI
7 45 (8.11%) Data Warehouse
8 39 (7.03%) SQL Server
9 27 (4.86%) Data Vault
10 20 (3.60%) Tableau
11 16 (2.88%) Data Lake
11 16 (2.88%) Qlik Sense
12 13 (2.34%) Big Data
13 12 (2.16%) MySQL
14 11 (1.98%) Redis
15 10 (1.80%) Azure SQL Database
16 9 (1.62%) SQL Server Reporting Services
17 8 (1.44%) Delta Lake
17 8 (1.44%) Metadata
18 7 (1.26%) SQL Server Integration Services
Development Applications
1 79 (14.23%) JUnit
2 60 (10.81%) Cypress.io
2 60 (10.81%) Jasmine
2 60 (10.81%) Karma Test Runner
2 60 (10.81%) Protractor
2 60 (10.81%) Selenium
2 60 (10.81%) WebDriver
3 37 (6.67%) JIRA
4 16 (2.88%) Git
4 16 (2.88%) GitLab
5 15 (2.70%) Jenkins
6 14 (2.52%) Subversion
7 8 (1.44%) Visual Studio
8 3 (0.54%) GCC
8 3 (0.54%) Oracle Forms
8 3 (0.54%) TeamCity
9 2 (0.36%) Android Studio
9 2 (0.36%) Postman
9 2 (0.36%) SoapUI
10 1 (0.18%) ER Studio
General
1 231 (41.62%) Public Sector
2 219 (39.46%) Inclusion and Diversity
3 143 (25.77%) Finance
4 101 (18.20%) Law
5 63 (11.35%) Banking
6 60 (10.81%) Investment Banking
7 53 (9.55%) Social Skills
8 50 (9.01%) Analytical Skills
9 34 (6.13%) Legal
10 19 (3.42%) Marketing
11 12 (2.16%) Manufacturing
11 12 (2.16%) Retail
12 7 (1.26%) Games
12 7 (1.26%) Local Government
12 7 (1.26%) Organisational Skills
13 6 (1.08%) Telecoms
14 4 (0.72%) Multimedia
15 3 (0.54%) Police
15 3 (0.54%) Publishing
16 2 (0.36%) Influencing Skills
Job Titles
1 148 (26.67%) Developer
2 136 (24.50%) Full Stack Engineer
3 116 (20.90%) Full Stack Developer
4 115 (20.72%) Azure Developer
5 112 (20.18%) Azure Engineer
6 95 (17.12%) Software Engineer
7 80 (14.41%) Lead
8 65 (11.71%) Data Engineer
9 61 (10.99%) Java Engineer
9 61 (10.99%) Java Software Engineer
10 50 (9.01%) Senior
11 22 (3.96%) Informatica Engineer
11 22 (3.96%) Lead Java Engineer
11 22 (3.96%) Lead Software Engineer
12 19 (3.42%) Full Stack Software Engineer
13 18 (3.24%) Analyst
14 17 (3.06%) Consultant
14 17 (3.06%) Senior Data Engineer
15 14 (2.52%) Implementation Consultant
15 14 (2.52%) Lead Data Engineer
Libraries, Frameworks & Software Standards
1 323 (58.20%) React
2 320 (57.66%) AngularJS
3 317 (57.12%) CSS
4 315 (56.76%) HTML
5 310 (55.86%) jQuery
5 310 (55.86%) Twitter Bootstrap
6 267 (48.11%) .NET
7 241 (43.42%) ASP.NET
7 241 (43.42%) Web Services
8 236 (42.52%) REST
9 235 (42.34%) Vue
10 232 (41.80%) ASP.NET Core
11 231 (41.62%) Backbone.js
11 231 (41.62%) Ember.js
12 205 (36.94%) Node.js
13 96 (17.30%) Spring
14 88 (15.86%) JSON
15 79 (14.23%) Hibernate
15 79 (14.23%) J2EE
15 79 (14.23%) JMS
Miscellaneous
1 348 (62.70%) Algorithms
2 235 (42.34%) Hybrid Cloud
3 232 (41.80%) Blockchain
4 116 (20.90%) e-Learning
5 29 (5.23%) Public Cloud
6 17 (3.06%) Management Information System
7 15 (2.70%) Reinsurance
8 11 (1.98%) Client/Server
9 8 (1.44%) Analytical Mindset
9 8 (1.44%) Renewable Energy
9 8 (1.44%) Self-Motivation
10 7 (1.26%) Distributed Systems
11 6 (1.08%) Cloud Native
11 6 (1.08%) Driving Licence
12 5 (0.90%) Data Centre
13 4 (0.72%) Augmented Reality
13 4 (0.72%) Linked Data
13 4 (0.72%) Mobile App
13 4 (0.72%) Reference Data
13 4 (0.72%) Virtual Reality
Operating Systems
1 246 (44.32%) Linux
2 237 (42.70%) Android
3 235 (42.34%) Apple iOS
4 232 (41.80%) Windows
5 6 (1.08%) Mac OS
6 1 (0.18%) Unix
6 1 (0.18%) Windows 10
6 1 (0.18%) Windows Server
6 1 (0.18%) Windows Server 2019
Processes & Methodologies
1 327 (58.92%) Artificial Intelligence
2 294 (52.97%) Web Development
3 288 (51.89%) Agile
4 256 (46.13%) Full Stack Development
5 250 (45.05%) Design Patterns
6 247 (44.50%) User Experience
7 245 (44.14%) OOP
8 240 (43.24%) MVC
8 240 (43.24%) OO
9 232 (41.80%) Co-Creation
9 232 (41.80%) Design Thinking
10 231 (41.62%) MVVM
10 231 (41.62%) Responsive Web Design
10 231 (41.62%) SOLID
11 166 (29.91%) DevOps
12 162 (29.19%) Mentoring
13 139 (25.05%) Coaching
13 139 (25.05%) Software Engineering
14 123 (22.16%) Code Quality
15 120 (21.62%) CI/CD
Programming Languages
1 359 (64.68%) SQL
2 336 (60.54%) JavaScript
3 253 (45.59%) C#
4 227 (40.90%) Java
5 215 (38.74%) Python
6 97 (17.48%) TypeScript
7 21 (3.78%) R
8 16 (2.88%) Julia
9 12 (2.16%) C
10 8 (1.44%) Go
11 6 (1.08%) Scala
12 5 (0.90%) Bash
12 5 (0.90%) C++
12 5 (0.90%) Rust
13 4 (0.72%) PowerShell
13 4 (0.72%) SPARQL
14 3 (0.54%) Fortran
14 3 (0.54%) VBA
15 2 (0.36%) T-SQL
15 2 (0.36%) VB
Qualifications
1 64 (11.53%) Degree
2 15 (2.70%) Computer Science Degree
2 15 (2.70%) Master's Degree
3 8 (1.44%) DBS Check
4 6 (1.08%) PhD
5 5 (0.90%) MBA
6 4 (0.72%) CCIE
6 4 (0.72%) Cisco Certification
6 4 (0.72%) JNCIE
7 3 (0.54%) DV Cleared
7 3 (0.54%) Numerate Degree
7 3 (0.54%) Security Cleared
8 2 (0.36%) HNC
9 1 (0.18%) MCP
9 1 (0.18%) Microsoft Certification
9 1 (0.18%) PMI Certification
9 1 (0.18%) PMP
9 1 (0.18%) Postgraduate
9 1 (0.18%) SC Cleared
Quality Assurance & Compliance
1 41 (7.39%) Data Quality
2 7 (1.26%) QA
2 7 (1.26%) SLA
3 4 (0.72%) Accessibility
4 2 (0.36%) PMO
System Software
1 30 (5.41%) Docker
2 1 (0.18%) Active Directory
2 1 (0.18%) Hyper-V
2 1 (0.18%) Microsoft Virtual Server
2 1 (0.18%) Virtual Servers
2 1 (0.18%) VMware ESXi
Systems Management
1 39 (7.03%) Kubernetes
2 19 (3.42%) Terraform
3 15 (2.70%) Grafana
3 15 (2.70%) Prometheus
4 4 (0.72%) Ansible
5 1 (0.18%) FTK
5 1 (0.18%) SCCM
Vendors
1 231 (41.62%) IBM
1 231 (41.62%) Red Hat
2 48 (8.65%) Databricks
3 42 (7.57%) Informatica
4 39 (7.03%) Microsoft
4 39 (7.03%) Oracle
5 27 (4.86%) Google
6 16 (2.88%) SAP
7 15 (2.70%) Dynatrace
7 15 (2.70%) Splunk
8 10 (1.80%) Sage
9 7 (1.26%) Epicor
10 4 (0.72%) Dell
11 3 (0.54%) Salesforce
12 2 (0.36%) Cognos
12 2 (0.36%) Conga
12 2 (0.36%) DocuSign
12 2 (0.36%) Infor
12 2 (0.36%) SYSPRO
12 2 (0.36%) Teradata