Data Structures Job Trends in Liverpool

Data Structures
Merseyside > Liverpool

The table below looks at the prevalence of the term Data Structures in permanent job vacancies in Liverpool. Included is a benchmarking guide to the salaries offered in vacancies that cited Data Structures over the 6 months leading up to 9 January 2026, comparing them to the same period in the previous two years.

6 months to
9 Jan 2026
Same period 2025 Same period 2024
Rank 51 45 41
Rank change year-on-year -6 -4 +43
Permanent jobs citing Data Structures 6 7 9
As % of all permanent jobs in Liverpool 1.20% 1.79% 1.96%
As % of the Miscellaneous category 5.00% 5.65% 6.52%
Number of salaries quoted 5 5 9
10th Percentile £54,300 - -
25th Percentile - £56,250 £35,000
Median annual salary (50th Percentile) £75,000 £57,500 £80,000
Median % change year-on-year +30.43% -28.13% -
75th Percentile - £60,000 £90,000
90th Percentile - - -
Merseyside median annual salary £75,000 £57,500 £80,000
% change year-on-year +30.43% -28.13% -

All Generic Skills
Liverpool

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 Liverpool.

Permanent vacancies with a requirement for generic IT skills 120 124 138
As % of all permanent jobs advertised in Liverpool 24.10% 31.63% 30.07%
Number of salaries quoted 58 65 104
10th Percentile £27,800 - £29,650
25th Percentile £45,000 £31,250 £35,000
Median annual salary (50th Percentile) £50,000 £45,000 £49,750
Median % change year-on-year +11.11% -9.55% +4.74%
75th Percentile £53,750 £58,750 £69,063
90th Percentile £75,000 £68,279 £85,000
Merseyside median annual salary £50,000 £45,000 £47,000
% change year-on-year +11.11% -4.26% +1.08%

Data Structures
Job Vacancy Trend in Liverpool

Historical trend showing the proportion of permanent IT job postings citing Data Structures relative to all permanent IT jobs advertised in Liverpool.

Data Structures job vacancy trend in Liverpool

Data Structures
Salary Trend in Liverpool

Salary distribution trend for jobs in Liverpool citing Data Structures.

Salary distribution trend for jobs in Liverpool citing Data Structures

Data Structures
Salary Histogram in Liverpool

Salary distribution for jobs citing Data Structures in Liverpool over the 6 months to 9 January 2026.

Salary histogram for Data Structures in Liverpool

Data Structures
Co-Occurring Skills & Capabilities in Liverpool by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 4 (66.67%) CMS
Applications
1 2 (33.33%) Microsoft Excel
Business Applications
1 4 (66.67%) NetSuite
Cloud Services
1 4 (66.67%) Slack
1 4 (66.67%) Zapier
2 2 (33.33%) Power Platform
Database & Business Intelligence
1 2 (33.33%) Power BI
2 1 (16.67%) SQL Server
2 1 (16.67%) SQL Server Reporting Services
Development Applications
1 4 (66.67%) Postman
General
1 4 (66.67%) Marketing
2 1 (16.67%) Analytical Skills
2 1 (16.67%) Social Housing
2 1 (16.67%) Social Skills
Job Titles
1 4 (66.67%) Lead
1 4 (66.67%) Technical Leader
2 2 (33.33%) Analyst
3 1 (16.67%) Business Intelligence Analyst
Libraries, Frameworks & Software Standards
1 4 (66.67%) JSON
1 4 (66.67%) Middleware
Processes & Methodologies
1 4 (66.67%) API Integration
1 4 (66.67%) CRM
1 4 (66.67%) Data Architecture
1 4 (66.67%) Sales Enablement
2 2 (33.33%) Business Intelligence
3 1 (16.67%) Actionable Insight
3 1 (16.67%) Data Strategy
3 1 (16.67%) Data Visualisation
3 1 (16.67%) Decision-Making
3 1 (16.67%) Economics
3 1 (16.67%) Housing Management
3 1 (16.67%) Mathematics
3 1 (16.67%) Problem-Solving
3 1 (16.67%) Project Management
3 1 (16.67%) Statistical Modelling
3 1 (16.67%) Visualisation
Programming Languages
1 5 (83.33%) Python
2 4 (66.67%) JavaScript
3 2 (33.33%) SQL
Qualifications
1 1 (16.67%) Degree
Quality Assurance & Compliance
1 1 (16.67%) Data Quality
Vendors
1 4 (66.67%) HubSpot
1 4 (66.67%) Salesforce
2 1 (16.67%) Civica
2 1 (16.67%) Microsoft
2 1 (16.67%) Northgate
2 1 (16.67%) Orchard