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 24 February 2024 with a comparison to the same period over the previous 2 years.

6 months to
24 Feb 2024
Same period 2023 Same period 2022
Rank 304 334 181
Rank change year-on-year +30 -153 +101
Permanent jobs citing Data Structures 478 597 1,430
As % of all permanent jobs advertised in the UK excluding London 0.90% 0.95% 2.07%
As % of the Miscellaneous category 2.64% 2.40% 4.85%
Number of salaries quoted 270 312 454
10th Percentile £35,000 £33,750 £35,900
25th Percentile £41,250 £41,250 £45,000
Median annual salary (50th Percentile) £60,249 £57,303 £55,000
Median % change year-on-year +5.14% +4.19% +10.00%
75th Percentile £77,500 £70,000 £67,500
90th Percentile £90,000 £80,000 £82,125
UK median annual salary £70,000 £69,447 £62,500
% change year-on-year +0.80% +11.12% -

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 18,081 24,860 29,459
As % of all permanent jobs advertised in the UK excluding London 34.11% 39.42% 42.68%
Number of salaries quoted 12,622 12,007 15,464
10th Percentile £26,500 £31,250 £29,750
25th Percentile £35,000 £40,250 £38,750
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 £71,250 £67,500
90th Percentile £80,000 £86,250 £81,250
UK median annual salary £55,000 £65,000 £62,000
% change year-on-year -15.38% +4.84% +3.33%

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 24 February 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 24 February 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 +83 132 £71,500 +27.68% 31
South East +11 97 £52,500 -4.55% 6
North West +113 92 £80,000 +23.08% 12
Scotland +29 91 £66,538 -2.83% 7
Midlands +55 56 £42,500 -29.17% 19
South West +11 41 £58,875 -0.38% 10
East of England -28 38 £85,000 +70.00% 17
West Midlands +53 37 £42,500 -27.66% 13
Yorkshire +46 22 £70,576 +34.43% 12
East Midlands +22 19 £50,000 -16.67% 6
North East +8 18 £71,500 +37.50% 7
Wales +3 14 £36,476 -17.10% 3
Northern Ireland +25 8 £70,000 +75.00% 1
Isle of Man - 1 £36,000 -
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 46 (9.62%) Apache Spark
2 11 (2.30%) SAS
3 4 (0.84%) Microsoft Exchange
4 3 (0.63%) Apache
4 3 (0.63%) Confluence
5 2 (0.42%) Jetty
5 2 (0.42%) Tomcat
6 1 (0.21%) SharePoint
Applications
1 19 (3.97%) Microsoft Office
2 10 (2.09%) Microsoft Excel
3 6 (1.26%) Spreadsheet
4 5 (1.05%) MS Visio
5 3 (0.63%) Microsoft Project
Business Applications
1 4 (0.84%) NetSuite
2 3 (0.63%) Primavera
3 2 (0.42%) Dynamics NAV
3 2 (0.42%) MIS ActiveH
3 2 (0.42%) SAP WM
4 1 (0.21%) JDE EnterpriseOne
4 1 (0.21%) SAP S/4HANA
Cloud Services
1 204 (42.68%) Azure
2 175 (36.61%) AWS
3 53 (11.09%) Azure DevOps
4 50 (10.46%) GCP
5 47 (9.83%) SaaS
6 43 (9.00%) Snowflake
7 38 (7.95%) Serverless
8 35 (7.32%) IBM Cloud
9 34 (7.11%) Azure Cosmos DB
9 34 (7.11%) Matillion
10 31 (6.49%) Power Platform
11 26 (5.44%) Amazon S3
12 23 (4.81%) GitHub
13 22 (4.60%) Amazon SQS
13 22 (4.60%) Google Docs
13 22 (4.60%) Lucidchart
13 22 (4.60%) Miro
13 22 (4.60%) Slack
14 20 (4.18%) Azure Logic Apps
15 17 (3.56%) Azure Functions
Communications & Networking
1 10 (2.09%) Wireless
2 7 (1.46%) TCP/IP
3 5 (1.05%) BGP
3 5 (1.05%) Firewall
3 5 (1.05%) Internet
3 5 (1.05%) Intrusion Detection
3 5 (1.05%) IPsec
3 5 (1.05%) LAN
3 5 (1.05%) Network Security
3 5 (1.05%) NGFW
3 5 (1.05%) OSPF
3 5 (1.05%) SSL
3 5 (1.05%) VLAN
3 5 (1.05%) VPN
3 5 (1.05%) WAN
4 4 (0.84%) Remote Desktop
5 2 (0.42%) 5G
5 2 (0.42%) Ethernet
5 2 (0.42%) NGN
6 1 (0.21%) 4G
Database & Business Intelligence
1 124 (25.94%) Data Warehouse
2 105 (21.97%) SQL Server
3 59 (12.34%) Data Lake
4 56 (11.72%) Big Data
5 54 (11.30%) Elasticsearch
6 49 (10.25%) Relational Database
7 46 (9.62%) NoSQL
8 42 (8.79%) PostgreSQL
8 42 (8.79%) Redis
9 38 (7.95%) Hadoop
10 37 (7.74%) MongoDB
11 35 (7.32%) DB2
12 32 (6.69%) Star Schema
13 31 (6.49%) Power BI
14 27 (5.65%) Data Vault
15 26 (5.44%) BigQuery
16 22 (4.60%) Scylla
17 21 (4.39%) Delta Lake
18 13 (2.72%) Apache Hive
18 13 (2.72%) Flink
Development Applications
1 31 (6.49%) GitLab
2 30 (6.28%) JIRA
3 19 (3.97%) Cypress.io
3 19 (3.97%) Jasmine
3 19 (3.97%) JUnit
3 19 (3.97%) Karma Test Runner
3 19 (3.97%) Protractor
3 19 (3.97%) Selenium
3 19 (3.97%) WebDriver
4 10 (2.09%) Oracle Forms
4 10 (2.09%) TeamCity
5 5 (1.05%) ERwin
5 5 (1.05%) Git
5 5 (1.05%) Postman
5 5 (1.05%) SoapUI
5 5 (1.05%) Visual Studio
6 4 (0.84%) ER Studio
7 3 (0.63%) Jenkins
8 2 (0.42%) GCC
8 2 (0.42%) Gradle
General
1 100 (20.92%) Social Skills
2 98 (20.50%) Finance
3 88 (18.41%) Inclusion and Diversity
4 69 (14.44%) Banking
5 65 (13.60%) Analytical Skills
6 42 (8.79%) Public Sector
7 36 (7.53%) Law
8 25 (5.23%) Retail
9 22 (4.60%) Legal
10 20 (4.18%) Games
11 19 (3.97%) Investment Banking
12 16 (3.35%) Manufacturing
13 13 (2.72%) Private Banking
14 10 (2.09%) Documentation Skills
14 10 (2.09%) Telecoms
15 7 (1.46%) Military
15 7 (1.46%) Police
16 6 (1.26%) Local Government
16 6 (1.26%) Marketing
16 6 (1.26%) Multimedia
Job Titles
1 117 (24.48%) Senior
2 88 (18.41%) Data Engineer
3 87 (18.20%) Developer
4 79 (16.53%) Software Engineer
5 72 (15.06%) Architect
6 60 (12.55%) Senior Architect
6 60 (12.55%) Senior Solutions Architect
6 60 (12.55%) Solutions Architect
7 39 (8.16%) Lead
8 34 (7.11%) Full Stack Developer
8 34 (7.11%) Java Engineer
8 34 (7.11%) Java Software Engineer
9 32 (6.69%) Full Stack Engineer
10 28 (5.86%) Analyst
11 24 (5.02%) Principal Engineer
11 24 (5.02%) Principal Software Engineer
12 23 (4.81%) Azure Engineer
13 22 (4.60%) Data Scientist
14 17 (3.56%) Azure Developer
14 17 (3.56%) Java Developer
Libraries, Frameworks & Software Standards
1 84 (17.57%) AngularJS
2 70 (14.64%) .NET
3 68 (14.23%) HTML
4 67 (14.02%) CSS
5 65 (13.60%) React
6 55 (11.51%) Node.js
7 54 (11.30%) jQuery
7 54 (11.30%) Twitter Bootstrap
8 53 (11.09%) ASP.NET
9 47 (9.83%) Web Services
10 46 (9.62%) Vue
11 45 (9.41%) Kafka
12 44 (9.21%) REST
13 42 (8.79%) JSON
14 38 (7.95%) Spring
15 35 (7.32%) ASP.NET Core
15 35 (7.32%) Backbone.js
15 35 (7.32%) Ember.js
16 29 (6.07%) GraphQL
17 28 (5.86%) .NET Core
Miscellaneous
1 191 (39.96%) Algorithms
2 70 (14.64%) Cloud Native
3 46 (9.62%) Self-Motivation
4 42 (8.79%) Management Information System
5 40 (8.37%) Hybrid Cloud
6 35 (7.32%) Blockchain
7 27 (5.65%) Client/Server
7 27 (5.65%) Public Cloud
7 27 (5.65%) Reinsurance
8 18 (3.77%) Analytical Mindset
8 18 (3.77%) e-Learning
9 10 (2.09%) Online Games
10 9 (1.88%) Product Ownership
11 8 (1.67%) Data Centre
12 7 (1.46%) Biopharmaceutical
12 7 (1.46%) Enterprise Cloud
12 7 (1.46%) Life Science
12 7 (1.46%) Replication
13 6 (1.26%) Distributed Applications
13 6 (1.26%) Virtual Reality
Operating Systems
1 47 (9.83%) Windows
2 42 (8.79%) Linux
3 40 (8.37%) Android
3 40 (8.37%) Apple iOS
4 4 (0.84%) Windows 10
4 4 (0.84%) Windows Server
5 3 (0.63%) Mac OS
5 3 (0.63%) Unix
6 1 (0.21%) Windows Server 2016
6 1 (0.21%) Windows Server 2019
Processes & Methodologies
1 237 (49.58%) Agile
2 152 (31.80%) Design Patterns
3 145 (30.33%) Problem-Solving
4 131 (27.41%) Artificial Intelligence
5 119 (24.90%) Computer Science
6 112 (23.43%) Software Engineering
7 107 (22.38%) Data Science
7 107 (22.38%) Scrum
8 106 (22.18%) Machine Learning
9 105 (21.97%) Data Modelling
10 95 (19.87%) ETL
11 87 (18.20%) Analytics
11 87 (18.20%) CI/CD
11 87 (18.20%) Scaled Agile Framework
12 86 (17.99%) Data Integration
13 81 (16.95%) User Experience
14 71 (14.85%) Data Pipeline
15 69 (14.44%) OOP
16 68 (14.23%) Data Analysis
17 67 (14.02%) DevOps
Programming Languages
1 211 (44.14%) SQL
2 199 (41.63%) Python
3 106 (22.18%) Java
4 101 (21.13%) JavaScript
5 70 (14.64%) C#
6 50 (10.46%) TypeScript
7 43 (9.00%) C
8 41 (8.58%) Go
9 35 (7.32%) Scala
10 24 (5.02%) Bash
11 18 (3.77%) C++
12 17 (3.56%) Fortran
13 9 (1.88%) T-SQL
14 7 (1.46%) PowerShell
14 7 (1.46%) Rust
15 6 (1.26%) R
16 5 (1.05%) Embedded C
17 2 (0.42%) Assembly Language
17 2 (0.42%) Ruby
Qualifications
1 129 (26.99%) Degree
2 60 (12.55%) TOGAF Certification
3 46 (9.62%) Master's Degree
4 30 (6.28%) Computer Science Degree
5 22 (4.60%) PhD
6 13 (2.72%) Numerate Degree
7 7 (1.46%) MBA
8 5 (1.05%) CCIE
8 5 (1.05%) Cisco Certification
8 5 (1.05%) HNC
8 5 (1.05%) JNCIE
9 3 (0.63%) DBS Check
9 3 (0.63%) PMI Certification
10 1 (0.21%) HND
10 1 (0.21%) SC Cleared
10 1 (0.21%) Security Cleared
Quality Assurance & Compliance
1 70 (14.64%) Data Quality
2 21 (4.39%) QA
3 15 (3.14%) Accessibility
4 7 (1.46%) CDISC
5 4 (0.84%) SLA
6 3 (0.63%) GDPR
6 3 (0.63%) PMO
System Software
1 26 (5.44%) Docker
2 12 (2.51%) Active Directory
3 4 (0.84%) Virtual Desktop
4 1 (0.21%) Oracle RAC
Systems Management
1 50 (10.46%) Kubernetes
2 15 (3.14%) Terraform
3 5 (1.05%) Ansible
4 4 (0.84%) SCCM
5 2 (0.42%) Grafana
6 1 (0.21%) Data Guard
6 1 (0.21%) Oracle Enterprise Manager
6 1 (0.21%) Oracle RMAN
6 1 (0.21%) Prometheus
Vendors
1 53 (11.09%) Oracle
2 35 (7.32%) Google
2 35 (7.32%) IBM
2 35 (7.32%) Red Hat
3 33 (6.90%) Informatica
4 31 (6.49%) Databricks
4 31 (6.49%) Microsoft
5 22 (4.60%) Dell
6 11 (2.30%) Teradata
7 10 (2.09%) MuleSoft
8 9 (1.88%) SAP
9 6 (1.26%) iManage
10 4 (0.84%) Epicor
10 4 (0.84%) Sage
10 4 (0.84%) ServiceNow
11 3 (0.63%) TIBCO
12 2 (0.42%) Cognos
12 2 (0.42%) Infor
12 2 (0.42%) Splunk
13 1 (0.21%) Talend