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 26 June 2025, comparing them to the same period in the previous two years.

6 months to
26 Jun 2025
Same period 2024 Same period 2023
Rank 452 524 598
Rank change year-on-year +72 +74 +112
Contract jobs citing Data Reconciliation 38 25 39
As % of all contract jobs advertised in England 0.15% 0.067% 0.083%
As % of the Processes & Methodologies category 0.16% 0.078% 0.092%
Number of daily rates quoted 25 15 22
10th Percentile £336 £355 £332
25th Percentile £385 £439 £436
Median daily rate (50th Percentile) £425 £488 £531
Median % change year-on-year -12.82% -8.24% +10.68%
75th Percentile £500 £500 £628
90th Percentile £618 £527 £688
UK median daily rate £433 £488 £525
% change year-on-year -11.28% -7.14% +6.60%

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 23,042 31,926 42,329
As % of all contract IT jobs advertised in England 91.37% 85.47% 89.85%
Number of daily rates quoted 14,874 20,691 29,652
10th Percentile £300 £304 £325
25th Percentile £406 £413 £443
Median daily rate (50th Percentile) £515 £525 £550
Median % change year-on-year -1.90% -4.55% -
75th Percentile £638 £650 £675
90th Percentile £750 £750 £775
UK median daily rate £503 £525 £550
% change year-on-year -4.29% -4.55% +1.85%
Number of hourly rates quoted 1,121 2,339 1,542
10th Percentile £14.20 £12.79 £11.25
25th Percentile £17.61 £16.06 £15.75
Median hourly rate £25.15 £38.12 £35.03
Median % change year-on-year -34.02% +8.82% +36.41%
75th Percentile £55.00 £61.60 £64.50
90th Percentile £72.50 £72.97 £75.67
UK median hourly rate £25.15 £37.50 £35.00
% change year-on-year -32.93% +7.14% +34.62%

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 26 June 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 26 June 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 +74 28 £416 -5.40% 24
South East +45 7 £470 - 2
North of England +12 3 £269 -44.87% 2
Yorkshire +3 2 £225 -56.73% 1
North West +9 1 £313 -35.90% 1
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 (7.89%) SharePoint
Applications
1 15 (39.47%) Microsoft Excel
Business Applications
1 2 (5.26%) HFM
2 1 (2.63%) Endur
2 1 (2.63%) SAP S/4HANA
Cloud Services
1 4 (10.53%) Power Platform
2 3 (7.89%) Azure
3 2 (5.26%) Amazon SageMaker
3 2 (5.26%) Anthropic Claude
3 2 (5.26%) AWS
3 2 (5.26%) Azure Synapse Analytics
3 2 (5.26%) GitHub
3 2 (5.26%) Vertex AI
4 1 (2.63%) Azure Data Factory
4 1 (2.63%) OCI
Communications & Networking
1 3 (7.89%) Radio Access Network
2 1 (2.63%) X.25
Database & Business Intelligence
1 13 (34.21%) SQL Server
2 9 (23.68%) SQL Server Reporting Services
3 5 (13.16%) Metadata
4 4 (10.53%) Data Warehouse
4 4 (10.53%) Power BI
4 4 (10.53%) Star Schema
5 3 (7.89%) Power Query
6 2 (5.26%) Big Data
6 2 (5.26%) Data Lake
6 2 (5.26%) NewSQL
6 2 (5.26%) NoSQL
6 2 (5.26%) Oracle Database
7 1 (2.63%) Azure SQL Database
7 1 (2.63%) Geospatial Data
7 1 (2.63%) GIS
7 1 (2.63%) Tableau
Development Applications
1 2 (5.26%) Subversion
General
1 24 (63.16%) Finance
2 13 (34.21%) Analytical Skills
3 9 (23.68%) Social Skills
4 6 (15.79%) Banking
5 4 (10.53%) Influencing Skills
5 4 (10.53%) Organisational Skills
5 4 (10.53%) Presentation Skills
5 4 (10.53%) Telecoms
6 3 (7.89%) Billing
7 2 (5.26%) Documentation Skills
7 2 (5.26%) Legal
8 1 (2.63%) Front Office
8 1 (2.63%) General Ledger
8 1 (2.63%) Inclusion and Diversity
8 1 (2.63%) Retail
Job Titles
1 14 (36.84%) Developer
2 12 (31.58%) Analyst
3 9 (23.68%) Automation Developer
4 6 (15.79%) Data Analyst
4 6 (15.79%) Robotic Process Automation Developer
5 5 (13.16%) Applications Developer
5 5 (13.16%) Business Analyst
6 4 (10.53%) Senior
7 3 (7.89%) Architect
7 3 (7.89%) Consultant
7 3 (7.89%) Report Developer
7 3 (7.89%) Senior Developer
8 2 (5.26%) Artificial Intelligence Engineer
8 2 (5.26%) Data Architect
8 2 (5.26%) Data Consultant
8 2 (5.26%) Finance Business Analyst
8 2 (5.26%) Financial Analyst
8 2 (5.26%) Platform Architect
8 2 (5.26%) Telecoms Developer
9 1 (2.63%) Lead
Libraries, Frameworks & Software Standards
1 9 (23.68%) .NET
2 2 (5.26%) Gradio
2 2 (5.26%) LangChain
3 1 (2.63%) JSON
3 1 (2.63%) Oracle Fusion
Miscellaneous
1 5 (13.16%) Legacy Systems
2 4 (10.53%) Product Ownership
3 3 (7.89%) Self-Motivation
4 2 (5.26%) Onboarding
4 2 (5.26%) Replication
5 1 (2.63%) Algorithms
5 1 (2.63%) Analytical Mindset
5 1 (2.63%) Data Protection Act
5 1 (2.63%) Derivative
5 1 (2.63%) Management Information System
5 1 (2.63%) Market Risk
5 1 (2.63%) Reinsurance
Processes & Methodologies
1 14 (36.84%) Data Analysis
2 13 (34.21%) User Acceptance Testing
3 12 (31.58%) Migration
4 11 (28.95%) Agile
5 9 (23.68%) Collaborative Working
5 9 (23.68%) Robotic Process Automation
5 9 (23.68%) Root Cause Analysis
5 9 (23.68%) Test Automation
6 8 (21.05%) Business Case
6 8 (21.05%) Data Migration
7 7 (18.42%) Problem-Solving
8 4 (10.53%) Acceptance Criteria
8 4 (10.53%) Backlog Management
8 4 (10.53%) Backlog Prioritisation
8 4 (10.53%) Backlog Refinement
8 4 (10.53%) Data Protection
8 4 (10.53%) Epics
8 4 (10.53%) Impact Assessments
8 4 (10.53%) Product Backlog
8 4 (10.53%) Sprint Review
Programming Languages
1 16 (42.11%) SQL
2 11 (28.95%) C#
3 4 (10.53%) VBA
4 3 (7.89%) Python
5 2 (5.26%) Java
5 2 (5.26%) Scala
Qualifications
1 6 (15.79%) Degree
2 2 (5.26%) ACCA
2 2 (5.26%) CIMA
3 1 (2.63%) CIPFA
Quality Assurance & Compliance
1 3 (7.89%) Data Quality
2 2 (5.26%) GDPR
2 2 (5.26%) HIPAA
3 1 (2.63%) Accessibility
3 1 (2.63%) GAAP
3 1 (2.63%) QA
Vendors
1 15 (39.47%) Oracle
2 8 (21.05%) Microsoft
3 6 (15.79%) UiPath
4 3 (7.89%) SAP
5 2 (5.26%) Foundry
5 2 (5.26%) Google
5 2 (5.26%) Guidewire
5 2 (5.26%) Hyperion
5 2 (5.26%) OpenAI
5 2 (5.26%) Salesforce
6 1 (2.63%) Alteryx
6 1 (2.63%) ION Trading
6 1 (2.63%) Tagetik
6 1 (2.63%) Workday