Data Structures Jobs in the South West

Data Structures
England > South West

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in the South West. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 22 May 2025, comparing them to the same period in the previous two years.

6 months to
22 May 2025
Same period 2024 Same period 2023
Rank 141 253 223
Rank change year-on-year +112 -30 -5
Permanent jobs citing Data Structures 39 29 47
As % of all permanent jobs advertised in the South West 1.12% 0.31% 0.70%
As % of the Miscellaneous category 3.51% 0.99% 1.74%
Number of salaries quoted 11 22 38
10th Percentile £46,250 £37,100 £45,945
25th Percentile £59,375 £41,764 £56,052
Median annual salary (50th Percentile) £70,000 £70,576 £60,249
Median % change year-on-year -0.82% +17.14% +26.84%
75th Percentile £73,886 £98,474 £72,647
90th Percentile - £155,665 £84,939
England median annual salary £71,991 £70,000 £67,500
% change year-on-year +2.84% +3.70% +3.85%

All Generic Skills
South West

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 South West.

Permanent vacancies with a requirement for generic IT skills 1,110 2,921 2,708
As % of all permanent jobs advertised in the South West 31.79% 31.09% 40.33%
Number of salaries quoted 558 2,039 1,378
10th Percentile £27,500 £28,000 £28,213
25th Percentile £32,056 £36,250 £37,879
Median annual salary (50th Percentile) £51,058 £50,000 £54,882
Median % change year-on-year +2.12% -8.90% +4.54%
75th Percentile £68,525 £66,250 £71,250
90th Percentile £80,900 £82,500 £87,419
England median annual salary £60,000 £55,000 £65,000
% change year-on-year +9.09% -15.38% +4.00%

Data Structures
Job Vacancy Trend in the South West

Job postings citing Data Structures as a proportion of all IT jobs advertised in the South West.

Job vacancy trend for Data Structures in the South West

Data Structures
Salary Trend in the South West

3-month moving average salary quoted in jobs citing Data Structures in the South West.

Salary trend for Data Structures in the South West

Data Structures
Salary Histogram in the South West

Salary distribution for jobs citing Data Structures in the South West over the 6 months to 22 May 2025.

Salary histogram for Data Structures in the South West

Data Structures
Job Locations in the South West

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Structures within the South West region over the 6 months to 22 May 2025. 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
Bristol +56 17 £71,991 -22.40% 9
Somerset +16 7 £52,500 +45.83% 5
Wiltshire - 6 - - 3
Dorset +49 5 £47,500 +23.38% 6
Devon +16 4 £70,000 - 10
Data Structures
England

Data Structures
Co-occurring Skills and Capabilities in the South West 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:

Applications
1 20 (51.28%) Microsoft Excel
2 19 (48.72%) Microsoft PowerPoint
Cloud Services
1 27 (69.23%) Azure
2 20 (51.28%) Power Platform
3 5 (12.82%) AWS
4 4 (10.26%) Azure Logic Apps
4 4 (10.26%) Azure Service Bus
4 4 (10.26%) GCP
4 4 (10.26%) iPaaS
4 4 (10.26%) Vertex AI
5 1 (2.56%) Adobe Analytics
5 1 (2.56%) BlazeMeter
Communications & Networking
1 1 (2.56%) Internet
Database & Business Intelligence
1 20 (51.28%) Power BI
2 15 (38.46%) BusinessObjects
2 15 (38.46%) Data Mining
3 5 (12.82%) Tableau
4 4 (10.26%) Data Lake
4 4 (10.26%) NoSQL
4 4 (10.26%) Qlik Sense
5 3 (7.69%) Big Data
6 2 (5.13%) MongoDB
7 1 (2.56%) Amazon Aurora
7 1 (2.56%) Looker
7 1 (2.56%) MySQL
7 1 (2.56%) PostgreSQL
7 1 (2.56%) Relational Database
Development Applications
1 4 (10.26%) Git
1 4 (10.26%) Subversion
2 1 (2.56%) Cypress.io
2 1 (2.56%) Selenium
General
1 32 (82.05%) Analytical Skills
2 15 (38.46%) Retail
3 9 (23.08%) Social Skills
4 8 (20.51%) Electronics
5 7 (17.95%) Banking
6 5 (12.82%) Finance
7 1 (2.56%) Inclusion and Diversity
7 1 (2.56%) Law
7 1 (2.56%) Marketing
Job Titles
1 23 (58.97%) Developer
2 15 (38.46%) Junior
2 15 (38.46%) Junior Developer
3 4 (10.26%) Analytics Manager
3 4 (10.26%) Data Analytics Manager
3 4 (10.26%) Data Manager
3 4 (10.26%) Data Scientist
3 4 (10.26%) Lead
3 4 (10.26%) Senior
3 4 (10.26%) Senior Data Scientist
3 4 (10.26%) Software Developer
3 4 (10.26%) Software Team Leader
3 4 (10.26%) Team Leader
4 3 (7.69%) Software Engineer
5 2 (5.13%) C# Developer
5 2 (5.13%) Principal Developer
6 1 (2.56%) Data Analyst
6 1 (2.56%) Digital Analyst
6 1 (2.56%) Java Engineer
6 1 (2.56%) Java Software Engineer
Libraries, Frameworks & Software Standards
1 8 (20.51%) REST
2 4 (10.26%) .NET
2 4 (10.26%) .NET Core
2 4 (10.26%) .NET Framework
2 4 (10.26%) ASP.NET
2 4 (10.26%) Entity Framework
2 4 (10.26%) JSON
2 4 (10.26%) Pandas
2 4 (10.26%) Web Services
2 4 (10.26%) XGBoost
2 4 (10.26%) XML
3 3 (7.69%) Kafka
4 2 (5.13%) CSS
4 2 (5.13%) gRPC
4 2 (5.13%) HTML
5 1 (2.56%) AngularJS
5 1 (2.56%) HTML5
5 1 (2.56%) React
5 1 (2.56%) Spring
5 1 (2.56%) Spring Boot
Miscellaneous
1 9 (23.08%) Algorithms
2 4 (10.26%) Legacy Systems
3 3 (7.69%) Public Cloud
4 2 (5.13%) Distributed Systems
4 2 (5.13%) Reference Data
4 2 (5.13%) Replication
5 1 (2.56%) Multi-touch
Operating Systems
1 8 (20.51%) Apple iOS
1 8 (20.51%) Windows
Processes & Methodologies
1 19 (48.72%) Coaching
2 15 (38.46%) Commercial Awareness
2 15 (38.46%) Customer Experience
2 15 (38.46%) Data Analysis
2 15 (38.46%) Data Management
2 15 (38.46%) Performance Management
2 15 (38.46%) Service Delivery
2 15 (38.46%) WFM
3 12 (30.77%) Mentoring
3 12 (30.77%) Problem-Solving
4 10 (25.64%) Test Automation
5 9 (23.08%) User Experience
5 9 (23.08%) UX Design
6 8 (20.51%) Analytical Thinking
6 8 (20.51%) Complexity Analysis
6 8 (20.51%) Computer Science
6 8 (20.51%) Data Modelling
6 8 (20.51%) Data Science
6 8 (20.51%) Refactoring
6 8 (20.51%) System Integration Testing
Programming Languages
1 29 (74.36%) SQL
2 19 (48.72%) VBA
3 14 (35.90%) C#
4 11 (28.21%) Java
5 9 (23.08%) Python
6 8 (20.51%) C++
7 5 (12.82%) R
8 4 (10.26%) Julia
9 2 (5.13%) JavaScript
10 1 (2.56%) TypeScript
Qualifications
1 1 (2.56%) AWS Certification
1 1 (2.56%) AWS Certified Developer
Quality Assurance & Compliance
1 4 (10.26%) Data Quality
1 4 (10.26%) QA
System Software
1 1 (2.56%) Docker
Systems Management
1 3 (7.69%) Kubernetes
1 3 (7.69%) Terraform
Vendors
1 15 (38.46%) Facebook
1 15 (38.46%) Microsoft
2 1 (2.56%) Adobe
2 1 (2.56%) Databricks
2 1 (2.56%) Oracle