Data Reconciliation Contracts in England

Data Reconciliation
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring Data Reconciliation skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited Data Reconciliation over the 6 months leading up to 1 May 2025, comparing them to the same period in the previous two years.

6 months to
1 May 2025
Same period 2024 Same period 2023
Rank 458 519 624
Rank change year-on-year +61 +105 +90
Contract jobs citing Data Reconciliation 27 23 29
As % of all contract jobs advertised in England 0.11% 0.062% 0.057%
As % of the Processes & Methodologies category 0.12% 0.071% 0.064%
Number of daily rates quoted 20 12 16
10th Percentile £316 £348 £416
25th Percentile £379 £433 £450
Median daily rate (50th Percentile) £473 £488 £509
Median % change year-on-year -3.08% -4.18% +4.09%
75th Percentile £555 £500 £609
90th Percentile £632 £541 £663
UK median daily rate £473 £488 £493
% change year-on-year -3.08% -1.02% +0.51%

All Process and Methodology Skills
England

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 England.

Contract vacancies with a requirement for process or methodology skills 22,202 32,193 45,529
As % of all contract IT jobs advertised in England 91.16% 86.56% 90.24%
Number of daily rates quoted 14,534 21,105 31,969
10th Percentile £310 £300 £325
25th Percentile £413 £413 £445
Median daily rate (50th Percentile) £525 £525 £550
Median % change year-on-year - -4.55% +2.33%
75th Percentile £638 £650 £675
90th Percentile £750 £750 £765
UK median daily rate £520 £525 £550
% change year-on-year -0.95% -4.55% +4.76%
Number of hourly rates quoted 921 2,246 1,592
10th Percentile £14.42 £12.92 £10.87
25th Percentile £18.20 £16.01 £16.25
Median hourly rate £29.07 £36.00 £37.50
Median % change year-on-year -19.25% -4.00% +53.06%
75th Percentile £63.75 £60.00 £65.00
90th Percentile £75.00 £72.50 £75.00
UK median hourly rate £29.00 £35.65 £37.30
% change year-on-year -18.65% -4.42% +49.20%

Data Reconciliation
Job Vacancy Trend in England

Job postings citing Data Reconciliation as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Reconciliation in England

Data Reconciliation
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Reconciliation in England.

Daily rate trend for Data Reconciliation in England

Data Reconciliation
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Reconciliation in England over the 6 months to 1 May 2025.

Daily rate histogram for Data Reconciliation in England

Data Reconciliation
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Reconciliation in England.

Hourly rate trend for Data Reconciliation in England

Data Reconciliation
Contract Job Locations in England

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 England region over the 6 months to 1 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London +48 14 £390 -10.96% 22
South East +54 10 £533 +56.62% 8
North of England +15 3 £269 -44.87%
Yorkshire +7 2 £225 -56.73%
North West +14 1 £313 -35.90%
Data Reconciliation
UK

Data Reconciliation
Co-occurring Skills and Capabilities in England 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:

Application Platforms
1 3 (11.11%) SharePoint
Applications
1 10 (37.04%) Microsoft Excel
Business Applications
1 2 (7.41%) Remedy ITSM
2 1 (3.70%) Endur
2 1 (3.70%) HFM
2 1 (3.70%) SAP IS-U
Cloud Services
1 4 (14.81%) Azure
1 4 (14.81%) Power Platform
2 2 (7.41%) Azure Data Factory
2 2 (7.41%) Azure Synapse Analytics
2 2 (7.41%) GitHub
3 1 (3.70%) AWS
Communications & Networking
1 3 (11.11%) Radio Access Network
2 1 (3.70%) X.25
Database & Business Intelligence
1 8 (29.63%) SQL Server
2 5 (18.52%) Metadata
3 4 (14.81%) Data Warehouse
3 4 (14.81%) Power BI
3 4 (14.81%) SQL Server Reporting Services
4 3 (11.11%) Power Query
5 2 (7.41%) Azure SQL Database
5 2 (7.41%) Big Data
5 2 (7.41%) Data Lake
5 2 (7.41%) NewSQL
5 2 (7.41%) NoSQL
6 1 (3.70%) Geospatial Data
6 1 (3.70%) GIS
6 1 (3.70%) Tableau
Development Applications
1 2 (7.41%) Subversion
General
1 13 (48.15%) Finance
2 8 (29.63%) Analytical Skills
3 5 (18.52%) Social Skills
4 3 (11.11%) Banking
4 3 (11.11%) Telecoms
5 2 (7.41%) Billing
6 1 (3.70%) Front Office
6 1 (3.70%) General Ledger
6 1 (3.70%) Inclusion and Diversity
6 1 (3.70%) Presentation Skills
Job Titles
1 9 (33.33%) Analyst
1 9 (33.33%) Developer
2 7 (25.93%) Data Analyst
3 5 (18.52%) Robotic Process Automation Developer
4 4 (14.81%) Architect
4 4 (14.81%) Automation Developer
4 4 (14.81%) Senior
5 3 (11.11%) Report Developer
5 3 (11.11%) Senior Developer
6 2 (7.41%) Data Architect
6 2 (7.41%) Data Migration Analyst
6 2 (7.41%) Migration Analyst
6 2 (7.41%) Platform Architect
6 2 (7.41%) Telecoms Developer
7 1 (3.70%) Accountant
7 1 (3.70%) Azure Architect
7 1 (3.70%) Cybersecurity Engineer
7 1 (3.70%) Data Engineer
7 1 (3.70%) Python Engineer
7 1 (3.70%) Subject Matter Expert
Libraries, Frameworks & Software Standards
1 4 (14.81%) .NET
2 2 (7.41%) JSON
Miscellaneous
1 4 (14.81%) Legacy Systems
2 3 (11.11%) Self-Motivation
3 2 (7.41%) CMDB
3 2 (7.41%) Onboarding
3 2 (7.41%) Replication
4 1 (3.70%) Algorithms
4 1 (3.70%) Analytical Mindset
4 1 (3.70%) Data Protection Act
4 1 (3.70%) Derivative
4 1 (3.70%) Management Information System
4 1 (3.70%) Market Risk
4 1 (3.70%) Reinsurance
Processes & Methodologies
1 12 (44.44%) Migration
2 8 (29.63%) Data Migration
3 6 (22.22%) Problem-Solving
3 6 (22.22%) Root Cause Analysis
3 6 (22.22%) User Acceptance Testing
4 5 (18.52%) Agile
4 5 (18.52%) Collaborative Working
4 5 (18.52%) Data Analysis
4 5 (18.52%) Test Automation
5 4 (14.81%) Business Intelligence
5 4 (14.81%) Robotic Process Automation
5 4 (14.81%) Validation
6 3 (11.11%) Business Case
6 3 (11.11%) Data Ingestion
6 3 (11.11%) Data Management
6 3 (11.11%) Data Protection
6 3 (11.11%) ETL
6 3 (11.11%) ETRM
6 3 (11.11%) Workflow
7 2 (7.41%) CI/CD
Programming Languages
1 11 (40.74%) SQL
2 6 (22.22%) C#
3 5 (18.52%) Python
4 4 (14.81%) VBA
5 2 (7.41%) Java
5 2 (7.41%) PowerShell
5 2 (7.41%) Scala
Qualifications
1 2 (7.41%) ACCA
1 2 (7.41%) CIMA
1 2 (7.41%) Degree
2 1 (3.70%) CIPFA
Quality Assurance & Compliance
1 2 (7.41%) Data Quality
1 2 (7.41%) GDPR
1 2 (7.41%) HIPAA
2 1 (3.70%) Accessibility
2 1 (3.70%) GAAP
2 1 (3.70%) QA
Systems Management
1 2 (7.41%) SCCM
1 2 (7.41%) WSUS
Vendors
1 8 (29.63%) Oracle
2 6 (22.22%) Microsoft
3 3 (11.11%) SAP
3 3 (11.11%) UiPath
4 2 (7.41%) BMC
4 2 (7.41%) Guidewire
4 2 (7.41%) Remedy
4 2 (7.41%) Salesforce
5 1 (3.70%) Alteryx
5 1 (3.70%) Hyperion
5 1 (3.70%) ION Trading
5 1 (3.70%) Workday