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

6 months to
16 May 2024
Same period 2023 Same period 2022
Rank 272 347 179
Rank change year-on-year +75 -168 +111
Permanent jobs citing Data Structures 733 518 1,538
As % of all permanent jobs advertised in the UK excluding London 1.03% 0.87% 2.15%
As % of the Miscellaneous category 3.05% 2.13% 4.90%
Number of salaries quoted 290 295 400
10th Percentile £35,000 £37,500 £32,500
25th Percentile £42,500 £45,000 £42,500
Median annual salary (50th Percentile) £61,000 £57,500 £50,000
Median % change year-on-year +6.09% +15.00% -4.76%
75th Percentile £85,000 £68,750 £67,500
90th Percentile £92,625 £86,250 £75,125
UK median annual salary £70,000 £66,275 £62,500
% change year-on-year +5.62% +6.04% -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 24,017 24,270 31,390
As % of all permanent jobs advertised in the UK excluding London 33.64% 40.95% 43.79%
Number of salaries quoted 15,205 11,122 15,776
10th Percentile £26,250 £31,250 £30,000
25th Percentile £35,000 £40,250 £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 16 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 16 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 +114 189 £71,500 +40.24% 23
South East +2 162 £50,000 -9.09% 11
Scotland +38 159 £75,000 -6.59% 10
North West +121 154 £80,000 +15.20% 15
Midlands +87 136 £42,500 -19.05% 15
East Midlands +63 85 £35,000 -26.32% 4
West Midlands +30 51 £50,000 -6.98% 11
East of England -38 50 £75,000 +25.00% 8
South West -46 28 £70,576 +17.85% 9
North East -3 19 £65,750 +37.92% 2
Yorkshire +32 16 £50,000 - 6
Wales -5 8 £36,476 -17.72% 3
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 (6.68%) Apache Spark
2 9 (1.23%) SAS
3 4 (0.55%) Apache
4 3 (0.41%) Confluence
4 3 (0.41%) Microsoft Exchange
5 1 (0.14%) SharePoint
Applications
1 20 (2.73%) Microsoft Excel
2 12 (1.64%) Microsoft Office
3 7 (0.95%) Spreadsheet
4 5 (0.68%) MS Visio
5 3 (0.41%) Microsoft Project
6 2 (0.27%) Microsoft PowerPoint
Business Applications
1 7 (0.95%) 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
1 365 (49.80%) Azure
2 228 (31.11%) IBM Cloud
3 192 (26.19%) AWS
4 166 (22.65%) Azure DevOps
5 135 (18.42%) Serverless
6 118 (16.10%) Azure Logic Apps
7 115 (15.69%) Azure API Management
7 115 (15.69%) Azure Functions
7 115 (15.69%) Azure Service Bus
8 58 (7.91%) SaaS
9 43 (5.87%) GCP
10 39 (5.32%) Snowflake
11 38 (5.18%) Power Platform
12 34 (4.64%) Matillion
13 30 (4.09%) Azure Cosmos DB
14 27 (3.68%) GitHub
15 25 (3.41%) Amazon S3
16 23 (3.14%) Amazon SQS
16 23 (3.14%) Lucidchart
16 23 (3.14%) Slack
Communications & Networking
1 10 (1.36%) Wireless
2 7 (0.95%) 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
1 254 (34.65%) NoSQL
2 233 (31.79%) PostgreSQL
3 229 (31.24%) MongoDB
4 228 (31.11%) DB2
5 177 (24.15%) Relational Database
6 109 (14.87%) SQL Server
7 69 (9.41%) Data Warehouse
8 56 (7.64%) Big Data
9 53 (7.23%) Elasticsearch
10 48 (6.55%) Data Lake
11 44 (6.00%) Redis
12 40 (5.46%) Data Vault
13 38 (5.18%) Power BI
14 32 (4.37%) Star Schema
15 31 (4.23%) Hadoop
16 26 (3.55%) Delta Lake
17 23 (3.14%) Scylla
18 18 (2.46%) BigQuery
19 17 (2.32%) MySQL
20 16 (2.18%) Amazon Redshift
Development Applications
1 79 (10.78%) JUnit
2 60 (8.19%) Cypress.io
2 60 (8.19%) Jasmine
2 60 (8.19%) Karma Test Runner
2 60 (8.19%) Protractor
2 60 (8.19%) Selenium
2 60 (8.19%) WebDriver
3 47 (6.41%) JIRA
4 45 (6.14%) GitLab
5 15 (2.05%) Jenkins
6 11 (1.50%) TeamCity
7 10 (1.36%) Visual Studio
8 7 (0.95%) Oracle Forms
9 5 (0.68%) Postman
9 5 (0.68%) SoapUI
10 4 (0.55%) GCC
11 2 (0.27%) Android Studio
11 2 (0.27%) Git
12 1 (0.14%) ER Studio
12 1 (0.14%) ERwin
General
1 255 (34.79%) Inclusion and Diversity
2 231 (31.51%) Public Sector
3 173 (23.60%) Finance
4 113 (15.42%) Law
5 109 (14.87%) Social Skills
6 100 (13.64%) Banking
7 65 (8.87%) Analytical Skills
8 60 (8.19%) Investment Banking
9 48 (6.55%) Legal
10 26 (3.55%) Retail
11 20 (2.73%) Games
11 20 (2.73%) Marketing
12 16 (2.18%) Manufacturing
13 13 (1.77%) Private Banking
14 10 (1.36%) Local Government
15 8 (1.09%) Multimedia
15 8 (1.09%) Telecoms
16 7 (0.95%) Military
16 7 (0.95%) Police
17 6 (0.82%) Publishing
Job Titles
1 193 (26.33%) Developer
2 146 (19.92%) Full Stack Engineer
3 142 (19.37%) Software Engineer
4 132 (18.01%) Full Stack Developer
5 117 (15.96%) Azure Engineer
6 115 (15.69%) Azure Developer
6 115 (15.69%) Data Engineer
7 75 (10.23%) Java Engineer
7 75 (10.23%) Java Software Engineer
7 75 (10.23%) Senior
8 74 (10.10%) Lead
9 32 (4.37%) Full Stack Software Engineer
10 25 (3.41%) Principal Engineer
10 25 (3.41%) Principal Software Engineer
11 24 (3.27%) Informatica Engineer
12 22 (3.00%) Data Scientist
12 22 (3.00%) Lead Java Engineer
12 22 (3.00%) Lead Software Engineer
13 21 (2.86%) Analyst
13 21 (2.86%) Software Developer
Libraries, Frameworks & Software Standards
1 338 (46.11%) AngularJS
2 323 (44.07%) React
3 319 (43.52%) CSS
4 315 (42.97%) HTML
5 307 (41.88%) jQuery
5 307 (41.88%) Twitter Bootstrap
6 287 (39.15%) .NET
7 252 (34.38%) ASP.NET
8 243 (33.15%) Web Services
9 241 (32.88%) Vue
10 236 (32.20%) REST
11 229 (31.24%) ASP.NET Core
12 228 (31.11%) Backbone.js
12 228 (31.11%) Ember.js
13 219 (29.88%) Node.js
14 110 (15.01%) Spring
15 98 (13.37%) JSON
16 79 (10.78%) Hibernate
16 79 (10.78%) J2EE
16 79 (10.78%) JMS
Miscellaneous
1 441 (60.16%) Algorithms
2 233 (31.79%) Hybrid Cloud
3 229 (31.24%) Blockchain
4 113 (15.42%) e-Learning
5 48 (6.55%) Public Cloud
6 44 (6.00%) Self-Motivation
7 38 (5.18%) Management Information System
8 34 (4.64%) Reinsurance
9 33 (4.50%) Client/Server
10 20 (2.73%) Analytical Mindset
11 13 (1.77%) Product Ownership
12 11 (1.50%) Online Games
13 8 (1.09%) Augmented Reality
13 8 (1.09%) Cloud Native
13 8 (1.09%) Enterprise Cloud
13 8 (1.09%) Renewable Energy
13 8 (1.09%) Virtual Reality
14 7 (0.95%) Biopharmaceutical
14 7 (0.95%) IoT
14 7 (0.95%) Life Science
Operating Systems
1 242 (33.02%) Linux
2 235 (32.06%) Android
2 235 (32.06%) Windows
3 233 (31.79%) 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
1 385 (52.52%) Artificial Intelligence
2 351 (47.89%) Agile
3 294 (40.11%) Web Development
4 282 (38.47%) Design Patterns
5 281 (38.34%) User Experience
6 271 (36.97%) Full Stack Development
7 264 (36.02%) OOP
8 252 (34.38%) OO
9 248 (33.83%) MVC
10 229 (31.24%) Design Thinking
11 228 (31.11%) Co-Creation
11 228 (31.11%) MVVM
11 228 (31.11%) Responsive Web Design
11 228 (31.11%) SOLID
12 203 (27.69%) Software Engineering
13 182 (24.83%) DevOps
14 166 (22.65%) Mentoring
15 164 (22.37%) CI/CD
16 162 (22.10%) Machine Learning
17 161 (21.96%) Problem-Solving
Programming Languages
1 442 (60.30%) SQL
2 352 (48.02%) JavaScript
3 317 (43.25%) Python
4 276 (37.65%) Java
5 272 (37.11%) C#
6 117 (15.96%) TypeScript
7 39 (5.32%) C
8 38 (5.18%) Go
9 33 (4.50%) Scala
10 23 (3.14%) Bash
11 18 (2.46%) C++
12 17 (2.32%) Fortran
13 10 (1.36%) R
14 6 (0.82%) PowerShell
15 5 (0.68%) Embedded C
15 5 (0.68%) Rust
16 4 (0.55%) SPARQL
17 2 (0.27%) Assembly Language
17 2 (0.27%) Ruby
17 2 (0.27%) T-SQL
Qualifications
1 142 (19.37%) Degree
2 46 (6.28%) Master's Degree
3 24 (3.27%) PhD
4 23 (3.14%) Computer Science Degree
5 16 (2.18%) Numerate Degree
6 11 (1.50%) DBS Check
7 8 (1.09%) MBA
8 5 (0.68%) CCIE
8 5 (0.68%) Cisco Certification
8 5 (0.68%) HNC
8 5 (0.68%) JNCIE
9 4 (0.55%) PMI Certification
10 1 (0.14%) DV Cleared
10 1 (0.14%) MCP
10 1 (0.14%) Microsoft Certification
10 1 (0.14%) PMP
10 1 (0.14%) Postgraduate
10 1 (0.14%) SC Cleared
10 1 (0.14%) Security Cleared
Quality Assurance & Compliance
1 84 (11.46%) Data Quality
2 21 (2.86%) QA
3 12 (1.64%) Accessibility
4 7 (0.95%) CDISC
5 3 (0.41%) PMO
6 2 (0.27%) SLA
System Software
1 40 (5.46%) Docker
2 4 (0.55%) Active Directory
2 4 (0.55%) Virtual Desktop
3 1 (0.14%) Hyper-V
3 1 (0.14%) Microsoft Virtual Server
3 1 (0.14%) Oracle RAC
3 1 (0.14%) Virtual Servers
3 1 (0.14%) VMware ESXi
Systems Management
1 68 (9.28%) Kubernetes
2 28 (3.82%) 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 (31.11%) IBM
1 228 (31.11%) Red Hat
2 64 (8.73%) Oracle
3 55 (7.50%) Databricks
4 49 (6.68%) Informatica
5 46 (6.28%) Microsoft
6 45 (6.14%) Google
7 23 (3.14%) Dell
8 15 (2.05%) Dynatrace
8 15 (2.05%) SAP
8 15 (2.05%) Splunk
9 9 (1.23%) Sage
10 8 (1.09%) Teradata
11 7 (0.95%) MuleSoft
12 6 (0.82%) Epicor
12 6 (0.82%) iManage
13 4 (0.55%) ServiceNow
14 2 (0.27%) Cognos
14 2 (0.27%) Infor
14 2 (0.27%) SYSPRO