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 advertised in the UK excluding London. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Structures over the 6 months to 1 June 2024 with a comparison to the same period over the previous 2 years.

6 months to
1 Jun 2024
Same period 2023 Same period 2022
Rank 271 353 179
Rank change year-on-year +82 -174 +112
Permanent jobs citing Data Structures 731 500 1,600
As % of all permanent jobs advertised in the UK excluding London 0.96% 0.88% 2.16%
As % of the Miscellaneous category 2.97% 2.12% 4.89%
Number of salaries quoted 297 297 394
10th Percentile £35,000 £36,250 £31,569
25th Percentile £42,500 £45,000 £40,654
Median annual salary (50th Percentile) £62,000 £57,500 £50,000
Median % change year-on-year +7.83% +15.00% -4.76%
75th Percentile £85,000 £67,978 £67,500
90th Percentile £96,250 £86,250 £77,500
UK median annual salary £70,000 £65,000 £63,000
% change year-on-year +7.69% +3.17% -3.08%

All Generic Skills
UK excluding London

Data Structures is in the General and Transferable Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the UK excluding London with a requirement for generic IT skills.

Permanent vacancies with a requirement for generic IT skills 24,608 23,533 32,717
As % of all permanent jobs advertised in the UK excluding London 32.39% 41.62% 44.24%
Number of salaries quoted 15,358 10,839 15,967
10th Percentile £26,250 £31,250 £30,000
25th Percentile £35,000 £41,227 £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 £68,750
90th Percentile £78,750 £85,000 £82,500
UK median annual salary £55,000 £65,000 £62,500
% change year-on-year -15.38% +4.00% +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 1 June 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 1 June 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 +118 193 £71,500 +40.24% 14
South East -10 162 £50,000 -4.76% 13
North West +121 160 £80,000 +15.20% 11
Scotland +39 147 £72,788 +4.81% 8
Midlands +76 138 £46,250 -11.90% 13
East Midlands +55 85 £35,000 -26.32% 4
West Midlands +4 53 £55,000 +4.76% 9
East of England -40 50 £75,000 +25.00% 7
South West -43 30 £70,576 +17.14% 10
North East -10 17 £71,500 +49.98%
Yorkshire +20 16 £50,000 - 3
Wales -1 8 £36,476 -18.34% 2
Isle of Man - 2 £36,000 -
Northern Ireland +13 1 £47,500 -38.71% 2
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 40 (5.47%) Apache Spark
2 9 (1.23%) SAS
3 5 (0.68%) Confluence
4 4 (0.55%) Apache
5 3 (0.41%) Microsoft Exchange
6 1 (0.14%) SharePoint
Applications
1 20 (2.74%) Microsoft Excel
2 12 (1.64%) Microsoft Office
3 7 (0.96%) Spreadsheet
4 5 (0.68%) MS Visio
5 3 (0.41%) Microsoft Project
6 2 (0.27%) Microsoft PowerPoint
Business Applications
1 9 (1.23%) NetSuite
2 4 (0.55%) Dynamics CRM
2 4 (0.55%) ResourceLink
3 3 (0.41%) Primavera
3 3 (0.41%) SAP S/4HANA
4 2 (0.27%) MIS ActiveH
4 2 (0.27%) SAP WM
5 1 (0.14%) Oracle EBS
5 1 (0.14%) SAP QM
Cloud Services
1 372 (50.89%) Azure
2 228 (31.19%) IBM Cloud
3 182 (24.90%) AWS
4 171 (23.39%) Azure DevOps
5 135 (18.47%) Serverless
6 118 (16.14%) Azure Logic Apps
7 115 (15.73%) Azure API Management
7 115 (15.73%) Azure Functions
7 115 (15.73%) Azure Service Bus
8 50 (6.84%) SaaS
9 45 (6.16%) Power Platform
10 39 (5.34%) Snowflake
11 34 (4.65%) GCP
11 34 (4.65%) Matillion
12 30 (4.10%) Azure Cosmos DB
13 28 (3.83%) GitHub
14 16 (2.19%) Amazon S3
14 16 (2.19%) AWS Lambda
15 15 (2.05%) Amazon ECS
15 15 (2.05%) Datadog
Communications & Networking
1 10 (1.37%) Wireless
2 7 (0.96%) TCP/IP
3 6 (0.82%) Firewall
4 5 (0.68%) BGP
4 5 (0.68%) Internet
4 5 (0.68%) Intrusion Detection
4 5 (0.68%) IPsec
4 5 (0.68%) LAN
4 5 (0.68%) Network Security
4 5 (0.68%) NGFW
4 5 (0.68%) OSPF
4 5 (0.68%) SSL
4 5 (0.68%) VLAN
4 5 (0.68%) VPN
4 5 (0.68%) WAN
5 3 (0.41%) 4G
5 3 (0.41%) 5G
5 3 (0.41%) Remote Desktop
6 2 (0.27%) Ethernet
6 2 (0.27%) NGN
Database & Business Intelligence
1 256 (35.02%) NoSQL
2 233 (31.87%) PostgreSQL
3 229 (31.33%) MongoDB
4 228 (31.19%) DB2
5 177 (24.21%) Relational Database
6 109 (14.91%) SQL Server
7 74 (10.12%) Data Warehouse
8 50 (6.84%) Data Lake
9 45 (6.16%) Big Data
9 45 (6.16%) Power BI
10 44 (6.02%) Elasticsearch
11 42 (5.75%) Data Vault
12 35 (4.79%) Redis
13 32 (4.38%) Star Schema
14 26 (3.56%) Delta Lake
15 22 (3.01%) Hadoop
16 18 (2.46%) BigQuery
16 18 (2.46%) MySQL
17 17 (2.33%) Tableau
18 16 (2.19%) Amazon Redshift
Development Applications
1 79 (10.81%) JUnit
2 60 (8.21%) Cypress.io
2 60 (8.21%) Jasmine
2 60 (8.21%) Karma Test Runner
2 60 (8.21%) Protractor
2 60 (8.21%) Selenium
2 60 (8.21%) WebDriver
3 51 (6.98%) JIRA
4 45 (6.16%) GitLab
5 15 (2.05%) Jenkins
6 11 (1.50%) TeamCity
6 11 (1.50%) Visual Studio
7 7 (0.96%) Oracle Forms
8 6 (0.82%) Git
9 5 (0.68%) Postman
9 5 (0.68%) SoapUI
10 4 (0.55%) GCC
11 3 (0.41%) Subversion
12 2 (0.27%) Android Studio
13 1 (0.14%) ERwin
General
1 243 (33.24%) Inclusion and Diversity
2 231 (31.60%) Public Sector
3 172 (23.53%) Finance
4 111 (15.18%) Law
5 99 (13.54%) Social Skills
6 97 (13.27%) Banking
7 68 (9.30%) Analytical Skills
8 60 (8.21%) Investment Banking
9 48 (6.57%) Legal
10 26 (3.56%) Retail
11 21 (2.87%) Marketing
12 20 (2.74%) Games
13 16 (2.19%) Manufacturing
14 11 (1.50%) Private Banking
15 10 (1.37%) Local Government
16 8 (1.09%) Telecoms
17 7 (0.96%) Military
17 7 (0.96%) Multimedia
17 7 (0.96%) Police
18 6 (0.82%) Publishing
Job Titles
1 192 (26.27%) Developer
2 145 (19.84%) Full Stack Engineer
3 131 (17.92%) Software Engineer
4 130 (17.78%) Full Stack Developer
5 119 (16.28%) Data Engineer
6 117 (16.01%) Azure Engineer
7 115 (15.73%) Azure Developer
8 80 (10.94%) Lead
9 78 (10.67%) Senior
10 73 (9.99%) Java Engineer
10 73 (9.99%) Java Software Engineer
11 30 (4.10%) Full Stack Software Engineer
12 26 (3.56%) Informatica Engineer
13 22 (3.01%) Data Scientist
13 22 (3.01%) Lead Java Engineer
13 22 (3.01%) Lead Software Engineer
14 21 (2.87%) Analyst
14 21 (2.87%) Software Developer
15 17 (2.33%) C# Software Engineer
15 17 (2.33%) Senior Developer
Libraries, Frameworks & Software Standards
1 337 (46.10%) AngularJS
2 322 (44.05%) React
3 319 (43.64%) CSS
4 317 (43.37%) HTML
5 307 (42.00%) jQuery
5 307 (42.00%) Twitter Bootstrap
6 288 (39.40%) .NET
7 252 (34.47%) ASP.NET
8 244 (33.38%) Web Services
9 241 (32.97%) Vue
10 236 (32.28%) REST
11 229 (31.33%) ASP.NET Core
12 228 (31.19%) Backbone.js
12 228 (31.19%) Ember.js
13 218 (29.82%) Node.js
14 108 (14.77%) Spring
15 97 (13.27%) JSON
16 79 (10.81%) Hibernate
16 79 (10.81%) J2EE
16 79 (10.81%) JMS
Miscellaneous
1 430 (58.82%) Algorithms
2 233 (31.87%) Hybrid Cloud
3 229 (31.33%) Blockchain
4 113 (15.46%) e-Learning
5 48 (6.57%) Public Cloud
6 44 (6.02%) Self-Motivation
7 37 (5.06%) Management Information System
8 34 (4.65%) Reinsurance
9 33 (4.51%) Client/Server
10 22 (3.01%) Analytical Mindset
11 13 (1.78%) Product Ownership
12 11 (1.50%) Online Games
13 9 (1.23%) Cloud Native
14 8 (1.09%) Enterprise Cloud
14 8 (1.09%) Renewable Energy
15 7 (0.96%) Augmented Reality
15 7 (0.96%) Biopharmaceutical
15 7 (0.96%) IoT
15 7 (0.96%) Life Science
15 7 (0.96%) Virtual Reality
Operating Systems
1 242 (33.11%) Linux
2 235 (32.15%) Android
2 235 (32.15%) Windows
3 233 (31.87%) Apple iOS
4 4 (0.55%) Windows 10
4 4 (0.55%) Windows Server
5 1 (0.14%) Mac OS
5 1 (0.14%) Unix
5 1 (0.14%) Windows Server 2019
Processes & Methodologies
1 386 (52.80%) Artificial Intelligence
2 360 (49.25%) Agile
3 294 (40.22%) Web Development
4 280 (38.30%) Design Patterns
5 274 (37.48%) User Experience
6 270 (36.94%) Full Stack Development
7 264 (36.11%) OOP
8 252 (34.47%) OO
9 248 (33.93%) MVC
10 229 (31.33%) Design Thinking
11 228 (31.19%) Co-Creation
11 228 (31.19%) MVVM
11 228 (31.19%) Responsive Web Design
11 228 (31.19%) SOLID
12 193 (26.40%) Software Engineering
13 186 (25.44%) DevOps
14 170 (23.26%) Mentoring
15 164 (22.44%) CI/CD
16 162 (22.16%) Machine Learning
17 153 (20.93%) Coaching
Programming Languages
1 449 (61.42%) SQL
2 353 (48.29%) JavaScript
3 314 (42.95%) Python
4 273 (37.35%) C#
5 265 (36.25%) Java
6 117 (16.01%) TypeScript
7 39 (5.34%) C
8 29 (3.97%) Go
9 24 (3.28%) Scala
10 18 (2.46%) C++
11 17 (2.33%) Fortran
12 14 (1.92%) Bash
13 13 (1.78%) R
14 6 (0.82%) PowerShell
15 5 (0.68%) Embedded C
15 5 (0.68%) Rust
16 4 (0.55%) SPARQL
17 3 (0.41%) Julia
18 2 (0.27%) Apex Code
18 2 (0.27%) SOQL
Qualifications
1 141 (19.29%) Degree
2 46 (6.29%) Master's Degree
3 24 (3.28%) Computer Science Degree
3 24 (3.28%) PhD
4 16 (2.19%) Numerate Degree
5 11 (1.50%) DBS Check
6 8 (1.09%) MBA
7 5 (0.68%) CCIE
7 5 (0.68%) Cisco Certification
7 5 (0.68%) HNC
7 5 (0.68%) JNCIE
8 4 (0.55%) PMI Certification
9 1 (0.14%) DV Cleared
9 1 (0.14%) MCP
9 1 (0.14%) Microsoft Certification
9 1 (0.14%) PMP
9 1 (0.14%) Postgraduate
9 1 (0.14%) SC Cleared
9 1 (0.14%) Security Cleared
Quality Assurance & Compliance
1 87 (11.90%) Data Quality
2 21 (2.87%) QA
3 11 (1.50%) Accessibility
4 7 (0.96%) CDISC
5 3 (0.41%) PMO
6 2 (0.27%) SLA
System Software
1 40 (5.47%) Docker
2 4 (0.55%) Virtual Desktop
3 3 (0.41%) Active Directory
4 1 (0.14%) Hyper-V
4 1 (0.14%) Microsoft Virtual Server
4 1 (0.14%) Oracle RAC
4 1 (0.14%) Virtual Servers
4 1 (0.14%) VMware ESXi
Systems Management
1 59 (8.07%) Kubernetes
2 28 (3.83%) Terraform
3 15 (2.05%) Grafana
3 15 (2.05%) Prometheus
4 5 (0.68%) Ansible
5 4 (0.55%) SCCM
6 1 (0.14%) Data Guard
6 1 (0.14%) FTK
6 1 (0.14%) Oracle Enterprise Manager
6 1 (0.14%) Oracle RMAN
Vendors
1 228 (31.19%) IBM
1 228 (31.19%) Red Hat
2 65 (8.89%) Oracle
3 60 (8.21%) Databricks
4 53 (7.25%) Informatica
5 48 (6.57%) Microsoft
6 36 (4.92%) Google
7 15 (2.05%) Dynatrace
7 15 (2.05%) SAP
7 15 (2.05%) Splunk
8 14 (1.92%) Dell
9 9 (1.23%) Sage
10 8 (1.09%) Teradata
11 7 (0.96%) MuleSoft
12 6 (0.82%) Epicor
12 6 (0.82%) iManage
13 4 (0.55%) ServiceNow
14 2 (0.27%) Conga
14 2 (0.27%) Infor
14 2 (0.27%) SYSPRO