Data Reconciliation Contract Job Trends in Merseyside

Data Reconciliation
North West > Merseyside

The table below provides summary statistics and contractor rates for jobs advertised in Merseyside 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 46 - 29
Rank change year-on-year - - -
Contract jobs citing Data Reconciliation 1 0 3
As % of all contract jobs in Merseyside 0.30% - 1.41%
As % of the Processes & Methodologies category 0.40% - 1.85%
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 - - -
North West median daily rate £463 £313 £488
% change year-on-year +48.00% -35.90% -

All Process & Methodology Skills
Merseyside

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 Merseyside.

Contract vacancies with a requirement for process or methodology skills 249 124 162
As % of all contract IT jobs advertised in Merseyside 75.45% 76.54% 76.06%
Number of daily rates quoted 120 77 88
10th Percentile £133 £143 £144
25th Percentile £162 £203 £238
Median daily rate (50th Percentile) £394 £425 £400
Median % change year-on-year -7.29% +6.25% -18.37%
75th Percentile £513 £545 £494
90th Percentile £638 £655 £608
North West median daily rate £472 £475 £500
% change year-on-year -0.74% -5.00% -
Number of hourly rates quoted 17 6 24
10th Percentile £16.07 - -
25th Percentile £19.25 - £15.50
Median hourly rate £25.38 £17.44 £20.11
Median % change year-on-year +45.53% -13.28% +14.91%
75th Percentile - £19.36 £34.80
90th Percentile - £27.06 £37.18
North West median hourly rate £55.00 £32.50 £25.80
% change year-on-year +69.23% +25.97% -26.32%

Data Reconciliation
Job Vacancy Trend in Merseyside

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

Data Reconciliation job vacancy trend in Merseyside

Data Reconciliation
Daily Rate Trend in Merseyside

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

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

Data Reconciliation
Contract Job Locations in Merseyside

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Reconciliation within the Merseyside region over the 6 months to 22 May 2026. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Liverpool - 1 £575 - 1
Data Reconciliation
North West

Data Reconciliation
Co-Occurring Skills & Capabilities in Merseyside 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