Data Reconciliation Contract Job Trends in Liverpool

Data Reconciliation
Merseyside > Liverpool

The table below provides summary statistics and contractor rates for jobs advertised in Liverpool requiring Data Reconciliation skills. It covers contract job vacancies from the 6 months leading up to 22 May 2026, with comparisons to the same periods in the previous two years.

6 months to
22 May 2026
Same period 2025 Same period 2024
Rank 44 - 23
Rank change year-on-year - - -
Contract jobs citing Data Reconciliation 1 0 3
As % of all contract jobs in Liverpool 0.35% - 1.82%
As % of the Processes & Methodologies category 0.44% - 2.29%
Number of daily rates quoted 1 0 3
10th Percentile - - -
25th Percentile £563 - £481
Median daily rate (50th Percentile) £575 - £488
75th Percentile £588 - £494
90th Percentile - - -
Merseyside median daily rate £575 - £488

All Process & Methodology Skills
Liverpool

Data Reconciliation falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Liverpool.

Contract vacancies with a requirement for process or methodology skills 227 103 131
As % of all contract IT jobs advertised in Liverpool 79.93% 79.23% 79.39%
Number of daily rates quoted 109 64 64
10th Percentile £133 £143 £143
25th Percentile £180 £202 £213
Median daily rate (50th Percentile) £400 £438 £375
Median % change year-on-year -8.57% +16.67% -23.47%
75th Percentile £525 £575 £494
90th Percentile £638 £663 £634
Merseyside median daily rate £394 £425 £400
% change year-on-year -7.29% +6.25% -18.37%
Number of hourly rates quoted 6 6 21
10th Percentile £14.68 - -
25th Percentile £15.82 - £15.50
Median hourly rate £22.44 £17.44 £18.00
Median % change year-on-year +28.67% -3.11% +2.86%
75th Percentile £25.38 £19.36 £34.32
90th Percentile - £27.06 £37.18
Merseyside median hourly rate £25.38 £17.44 £20.11
% change year-on-year +45.53% -13.28% +14.91%

Data Reconciliation
Job Vacancy Trend in Liverpool

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

Data Reconciliation job vacancy trend in Liverpool

Data Reconciliation
Daily Rate Trend in Liverpool

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

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

Data Reconciliation
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%) Amazon S3
1 1 (100.00%) AWS
1 1 (100.00%) AWS Lambda
1 1 (100.00%) AWS Step Functions
1 1 (100.00%) Serverless
1 1 (100.00%) Snowflake
Database & Business Intelligence
1 1 (100.00%) Data Warehouse
1 1 (100.00%) Snowflake Schema
General
1 1 (100.00%) Finance
Job Titles
1 1 (100.00%) Data Engineer
1 1 (100.00%) Senior
1 1 (100.00%) Senior Data Engineer
Processes & Methodologies
1 1 (100.00%) Analytics
1 1 (100.00%) Data Engineering
1 1 (100.00%) ETL
1 1 (100.00%) Migration
Programming Languages
1 1 (100.00%) Python
1 1 (100.00%) SQL