Data Structures Contract Job Trends in Liverpool

Data Structures
Merseyside > Liverpool

The table below looks at the prevalence of the term Data Structures in contract job vacancies in Liverpool. Included is a benchmarking guide to the contractor rates offered in vacancies that cited Data Structures over the 6 months leading up to 18 March 2026, comparing them to the same period in the previous two years.

6 months to
18 Mar 2026
Same period 2025 Same period 2024
Rank 45 26 30
Rank change year-on-year -19 +4 +10
Contract jobs citing Data Structures 1 2 1
As % of all contract jobs in Liverpool 0.37% 1.50% 0.56%
As % of the Miscellaneous category 1.35% 4.55% 3.33%
Number of daily rates quoted 1 0 1
10th Percentile - - -
25th Percentile - - £488
Median daily rate (50th Percentile) £400 - £500
Median % change year-on-year - - +11.11%
75th Percentile - - £513
90th Percentile - - -
Merseyside median daily rate £300 - £500
% change year-on-year - - +11.11%

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 contract job vacancies requiring generic IT skills in Liverpool.

Contract vacancies with a requirement for generic IT skills 74 44 30
As % of all contract IT jobs advertised in Liverpool 27.11% 33.08% 16.67%
Number of daily rates quoted 20 33 17
10th Percentile £130 £141 £115
25th Percentile £147 £150 £143
Median daily rate (50th Percentile) £175 £205 £350
Median % change year-on-year -14.51% -41.43% -17.65%
75th Percentile £405 £488 £450
90th Percentile £500 £548 £475
Merseyside median daily rate £163 £215 £350
% change year-on-year -24.19% -38.57% -22.22%
Number of hourly rates quoted 0 1 6
10th Percentile - - £23.66
25th Percentile - £21.00 £29.91
Median hourly rate - £22.00 £33.16
Median % change year-on-year - -33.66% +83.07%
75th Percentile - £23.00 £34.29
90th Percentile - - £34.32
Merseyside median hourly rate £20.04 £21.10 £32.12
% change year-on-year -5.00% -34.31% +61.54%

Data Structures
Job Vacancy Trend in Liverpool

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

Data Structures job vacancy trend in Liverpool

Data Structures
Daily Rate Trend in Liverpool

Contractor daily rate distribution trend for jobs in Liverpool citing Data Structures.

Contractor daily rate distribution trend for jobs in Liverpool citing Data Structures

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:

Cloud Services
1 1 (100.00%) Snowflake
Database & Business Intelligence
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Qlik Sense
1 1 (100.00%) Snowflake Schema
General
1 1 (100.00%) Analytical Skills
Job Titles
1 1 (100.00%) Analyst
1 1 (100.00%) Data Analyst
Processes & Methodologies
1 1 (100.00%) Actionable Insight
1 1 (100.00%) Computer Science
1 1 (100.00%) Critical Thinking
1 1 (100.00%) Dashboard Development
1 1 (100.00%) Data Analysis
1 1 (100.00%) Data Modelling
1 1 (100.00%) Data Security
1 1 (100.00%) Data-Driven Decision Making
1 1 (100.00%) Decision-Making
1 1 (100.00%) ETL
1 1 (100.00%) Exploratory Data Analysis
1 1 (100.00%) Logistics
1 1 (100.00%) Performance Metrics
1 1 (100.00%) Problem-Solving
1 1 (100.00%) RBAC
1 1 (100.00%) Requirements Gathering
1 1 (100.00%) Software Engineering
1 1 (100.00%) Translating Business Requirements
1 1 (100.00%) User Experience
1 1 (100.00%) Validation
Programming Languages
1 1 (100.00%) SQL
Qualifications
1 1 (100.00%) Degree
Quality Assurance & Compliance
1 1 (100.00%) Data Quality