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 9 May 2024 with a comparison to the same period over the previous 2 years.

6 months to
9 May 2024
Same period 2023 Same period 2022
Rank 258 335 176
Rank change year-on-year +77 -159 +107
Permanent jobs citing Data Structures 744 546 1,527
As % of all permanent jobs advertised in the UK excluding London 1.05% 0.91% 2.16%
As % of the Miscellaneous category 3.10% 2.21% 4.93%
Number of salaries quoted 292 304 411
10th Percentile £35,000 £37,500 £32,500
25th Percentile £41,344 £45,000 £42,500
Median annual salary (50th Percentile) £61,125 £59,098 £52,500
Median % change year-on-year +3.43% +12.57% -
75th Percentile £85,000 £71,250 £67,500
90th Percentile £91,250 £86,250 £75,000
UK median annual salary £70,000 £67,500 £62,500
% change year-on-year +3.70% +8.00% -3.85%

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 24,010 24,691 30,967
As % of all permanent jobs advertised in the UK excluding London 33.86% 41.05% 43.72%
Number of salaries quoted 15,230 11,255 15,729
10th Percentile £26,250 £31,250 £30,000
25th Percentile £35,000 £40,000 £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 £80,000 £85,000 £82,750
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 9 May 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 9 May 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 +124 193 £71,500 +40.24% 19
South East -5 164 £50,000 -9.09% 8
Scotland +46 161 £75,000 -6.59% 13
North West +132 155 £80,000 +16.83% 10
Midlands +72 136 £42,500 -22.73% 13
East Midlands +55 85 £35,000 -30.00% 2
West Midlands +25 51 £50,000 -20.00% 11
East of England -25 49 £75,000 +25.00% 15
South West -42 30 £70,576 +18.56% 6
North East -1 20 £60,000 +25.86% 4
Yorkshire +40 18 £50,000 - 5
Wales -8 9 £36,476 -18.34% 2
Northern Ireland +18 1 - - 2
Isle of Man - 1 £36,000 - 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 49 (6.59%) Apache Spark
2 9 (1.21%) SAS
3 4 (0.54%) Apache
4 3 (0.40%) Confluence
4 3 (0.40%) Microsoft Exchange
5 1 (0.13%) SharePoint
Applications
1 20 (2.69%) Microsoft Excel
2 13 (1.75%) Microsoft Office
3 7 (0.94%) Spreadsheet
4 5 (0.67%) MS Visio
5 3 (0.40%) Microsoft Project
6 2 (0.27%) Microsoft PowerPoint
Business Applications
1 6 (0.81%) NetSuite
2 4 (0.54%) Dynamics CRM
2 4 (0.54%) ResourceLink
3 3 (0.40%) Primavera
3 3 (0.40%) SAP S/4HANA
4 2 (0.27%) MIS ActiveH
4 2 (0.27%) SAP WM
5 1 (0.13%) Oracle EBS
5 1 (0.13%) SAP QM
Cloud Services
1 375 (50.40%) Azure
2 228 (30.65%) IBM Cloud
3 202 (27.15%) AWS
4 165 (22.18%) Azure DevOps
5 136 (18.28%) Serverless
6 118 (15.86%) Azure Logic Apps
7 115 (15.46%) Azure API Management
7 115 (15.46%) Azure Functions
7 115 (15.46%) Azure Service Bus
8 59 (7.93%) SaaS
9 44 (5.91%) GCP
10 39 (5.24%) Snowflake
11 37 (4.97%) Power Platform
12 34 (4.57%) Matillion
13 30 (4.03%) Azure Cosmos DB
14 27 (3.63%) GitHub
15 25 (3.36%) Amazon S3
16 23 (3.09%) Amazon SQS
16 23 (3.09%) Lucidchart
16 23 (3.09%) Miro
Communications & Networking
1 10 (1.34%) Wireless
2 7 (0.94%) TCP/IP
3 6 (0.81%) Firewall
4 5 (0.67%) BGP
4 5 (0.67%) Internet
4 5 (0.67%) Intrusion Detection
4 5 (0.67%) IPsec
4 5 (0.67%) LAN
4 5 (0.67%) Network Security
4 5 (0.67%) NGFW
4 5 (0.67%) OSPF
4 5 (0.67%) SSL
4 5 (0.67%) VLAN
4 5 (0.67%) VPN
4 5 (0.67%) WAN
5 3 (0.40%) Remote Desktop
6 2 (0.27%) 4G
6 2 (0.27%) 5G
6 2 (0.27%) Ethernet
6 2 (0.27%) NGN
Database & Business Intelligence
1 254 (34.14%) NoSQL
2 233 (31.32%) PostgreSQL
3 229 (30.78%) MongoDB
4 228 (30.65%) DB2
5 178 (23.92%) Relational Database
6 110 (14.78%) SQL Server
7 80 (10.75%) Data Warehouse
8 56 (7.53%) Big Data
9 53 (7.12%) Elasticsearch
10 50 (6.72%) Data Lake
11 44 (5.91%) Redis
12 39 (5.24%) Data Vault
13 37 (4.97%) Power BI
14 32 (4.30%) Hadoop
14 32 (4.30%) Star Schema
15 26 (3.49%) Delta Lake
16 23 (3.09%) Scylla
17 19 (2.55%) BigQuery
18 17 (2.28%) Amazon Redshift
19 16 (2.15%) MySQL
Development Applications
1 79 (10.62%) JUnit
2 60 (8.06%) Cypress.io
2 60 (8.06%) Jasmine
2 60 (8.06%) Karma Test Runner
2 60 (8.06%) Protractor
2 60 (8.06%) Selenium
2 60 (8.06%) WebDriver
3 46 (6.18%) JIRA
4 45 (6.05%) GitLab
5 15 (2.02%) Jenkins
6 11 (1.48%) TeamCity
7 10 (1.34%) Visual Studio
8 7 (0.94%) Oracle Forms
9 6 (0.81%) Postman
9 6 (0.81%) SoapUI
10 3 (0.40%) GCC
11 2 (0.27%) Android Studio
11 2 (0.27%) Git
12 1 (0.13%) ER Studio
12 1 (0.13%) ERwin
General
1 255 (34.27%) Inclusion and Diversity
2 231 (31.05%) Public Sector
3 175 (23.52%) Finance
4 113 (15.19%) Law
5 111 (14.92%) Social Skills
6 102 (13.71%) Banking
7 65 (8.74%) Analytical Skills
8 60 (8.06%) Investment Banking
9 47 (6.32%) Legal
10 27 (3.63%) Retail
11 22 (2.96%) Games
12 21 (2.82%) Marketing
13 16 (2.15%) Manufacturing
14 13 (1.75%) Private Banking
15 10 (1.34%) Local Government
16 8 (1.08%) Multimedia
17 7 (0.94%) Military
17 7 (0.94%) Police
17 7 (0.94%) Publishing
17 7 (0.94%) Telecoms
Job Titles
1 191 (25.67%) Developer
2 146 (19.62%) Full Stack Engineer
3 143 (19.22%) Software Engineer
4 132 (17.74%) Full Stack Developer
5 117 (15.73%) Azure Engineer
6 115 (15.46%) Azure Developer
7 114 (15.32%) Data Engineer
8 84 (11.29%) Senior
9 75 (10.08%) Java Engineer
9 75 (10.08%) Java Software Engineer
10 73 (9.81%) Lead
11 32 (4.30%) Full Stack Software Engineer
12 25 (3.36%) Principal Engineer
12 25 (3.36%) Principal Software Engineer
13 23 (3.09%) Analyst
13 23 (3.09%) Data Scientist
13 23 (3.09%) Informatica Engineer
14 22 (2.96%) Lead Java Engineer
14 22 (2.96%) Lead Software Engineer
15 20 (2.69%) Software Developer
Libraries, Frameworks & Software Standards
1 338 (45.43%) AngularJS
2 323 (43.41%) React
3 319 (42.88%) CSS
4 315 (42.34%) HTML
5 307 (41.26%) jQuery
5 307 (41.26%) Twitter Bootstrap
6 287 (38.58%) .NET
7 253 (34.01%) ASP.NET
8 243 (32.66%) Web Services
9 241 (32.39%) Vue
10 236 (31.72%) REST
11 229 (30.78%) ASP.NET Core
12 228 (30.65%) Backbone.js
12 228 (30.65%) Ember.js
13 219 (29.44%) Node.js
14 110 (14.78%) Spring
15 100 (13.44%) JSON
16 79 (10.62%) Hibernate
16 79 (10.62%) J2EE
16 79 (10.62%) JMS
Miscellaneous
1 439 (59.01%) Algorithms
2 233 (31.32%) Hybrid Cloud
3 229 (30.78%) Blockchain
4 113 (15.19%) e-Learning
5 48 (6.45%) Public Cloud
6 44 (5.91%) Self-Motivation
7 39 (5.24%) Management Information System
8 34 (4.57%) Reinsurance
9 33 (4.44%) Client/Server
10 19 (2.55%) Analytical Mindset
11 18 (2.42%) Cloud Native
12 13 (1.75%) Product Ownership
13 11 (1.48%) Online Games
14 8 (1.08%) Augmented Reality
14 8 (1.08%) Enterprise Cloud
14 8 (1.08%) Virtual Reality
15 7 (0.94%) Biopharmaceutical
15 7 (0.94%) Distributed Applications
15 7 (0.94%) IoT
15 7 (0.94%) Renewable Energy
Operating Systems
1 240 (32.26%) Linux
2 235 (31.59%) Android
2 235 (31.59%) Windows
3 233 (31.32%) Apple iOS
4 4 (0.54%) Windows 10
4 4 (0.54%) Windows Server
5 1 (0.13%) Mac OS
5 1 (0.13%) Unix
5 1 (0.13%) Windows Server 2019
Processes & Methodologies
1 386 (51.88%) Artificial Intelligence
2 359 (48.25%) Agile
3 295 (39.65%) Web Development
4 292 (39.25%) Design Patterns
5 281 (37.77%) User Experience
6 271 (36.42%) Full Stack Development
7 264 (35.48%) OOP
8 252 (33.87%) OO
9 249 (33.47%) MVC
10 229 (30.78%) Design Thinking
11 228 (30.65%) Co-Creation
11 228 (30.65%) MVVM
11 228 (30.65%) Responsive Web Design
11 228 (30.65%) SOLID
12 203 (27.28%) Software Engineering
13 182 (24.46%) DevOps
14 166 (22.31%) Mentoring
15 165 (22.18%) Machine Learning
16 164 (22.04%) CI/CD
17 161 (21.64%) Problem-Solving
Programming Languages
1 445 (59.81%) SQL
2 354 (47.58%) JavaScript
3 319 (42.88%) Python
4 276 (37.10%) Java
5 272 (36.56%) C#
6 117 (15.73%) TypeScript
7 39 (5.24%) C
8 38 (5.11%) Go
9 33 (4.44%) Scala
10 23 (3.09%) Bash
11 17 (2.28%) C++
11 17 (2.28%) Fortran
12 10 (1.34%) R
13 6 (0.81%) PowerShell
14 5 (0.67%) Embedded C
14 5 (0.67%) Rust
15 4 (0.54%) SPARQL
16 3 (0.40%) T-SQL
17 2 (0.27%) Assembly Language
17 2 (0.27%) VB
Qualifications
1 142 (19.09%) Degree
2 46 (6.18%) Master's Degree
3 24 (3.23%) PhD
4 23 (3.09%) Computer Science Degree
5 16 (2.15%) Numerate Degree
6 10 (1.34%) DBS Check
6 10 (1.34%) TOGAF Certification
7 8 (1.08%) MBA
8 6 (0.81%) HNC
9 5 (0.67%) CCIE
9 5 (0.67%) Cisco Certification
9 5 (0.67%) JNCIE
10 3 (0.40%) PMI Certification
11 1 (0.13%) DV Cleared
11 1 (0.13%) HND
11 1 (0.13%) MCP
11 1 (0.13%) Microsoft Certification
11 1 (0.13%) Postgraduate
11 1 (0.13%) SC Cleared
11 1 (0.13%) Security Cleared
Quality Assurance & Compliance
1 84 (11.29%) Data Quality
2 22 (2.96%) QA
3 13 (1.75%) Accessibility
4 7 (0.94%) CDISC
5 3 (0.40%) PMO
6 2 (0.27%) SLA
System Software
1 40 (5.38%) Docker
2 5 (0.67%) Active Directory
3 4 (0.54%) Virtual Desktop
4 1 (0.13%) Hyper-V
4 1 (0.13%) Microsoft Virtual Server
4 1 (0.13%) Oracle RAC
4 1 (0.13%) Virtual Servers
4 1 (0.13%) VMware ESXi
Systems Management
1 67 (9.01%) Kubernetes
2 28 (3.76%) Terraform
3 15 (2.02%) Grafana
3 15 (2.02%) Prometheus
4 5 (0.67%) Ansible
5 4 (0.54%) SCCM
6 1 (0.13%) Data Guard
6 1 (0.13%) Oracle Enterprise Manager
6 1 (0.13%) Oracle RMAN
Vendors
1 228 (30.65%) IBM
1 228 (30.65%) Red Hat
2 64 (8.60%) Oracle
3 53 (7.12%) Databricks
4 48 (6.45%) Informatica
5 46 (6.18%) Google
5 46 (6.18%) Microsoft
6 23 (3.09%) Dell
7 15 (2.02%) Dynatrace
7 15 (2.02%) SAP
7 15 (2.02%) Splunk
8 9 (1.21%) Sage
9 8 (1.08%) Teradata
10 7 (0.94%) MuleSoft
11 6 (0.81%) Epicor
11 6 (0.81%) iManage
12 4 (0.54%) ServiceNow
13 2 (0.27%) Infor
13 2 (0.27%) Sybase
13 2 (0.27%) SYSPRO