Data Reconciliation Contract Job Trends in London

Data Reconciliation
England > London

The table below provides summary statistics and contractor rates for jobs advertised in London requiring Data Reconciliation skills. It covers contract job vacancies from the 6 months leading up to 20 October 2025, with comparisons to the same periods in the previous two years.

6 months to
20 Oct 2025
Same period 2024 Same period 2023
Rank 333 371 415
Rank change year-on-year +38 +44 +127
Contract jobs citing Data Reconciliation 28 8 24
As % of all contract jobs in London 0.21% 0.051% 0.11%
As % of the Processes & Methodologies category 0.23% 0.057% 0.13%
Number of daily rates quoted 15 8 14
10th Percentile £400 £407 £450
25th Percentile £402 £453 £453
Median daily rate (50th Percentile) £408 £500 £500
Median % change year-on-year -18.50% - +4.17%
75th Percentile £476 £650 £569
90th Percentile £555 £665 £666
England median daily rate £408 £500 £500
% change year-on-year -18.50% - +4.17%

All Process and Methodology Skills
London

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 London.

Contract vacancies with a requirement for process or methodology skills 12,288 14,145 18,795
As % of all contract IT jobs advertised in London 92.45% 89.29% 89.95%
Number of daily rates quoted 8,086 9,142 13,599
10th Percentile £332 £350 £363
25th Percentile £425 £450 £463
Median daily rate (50th Percentile) £543 £550 £575
Median % change year-on-year -1.36% -4.35% -2.13%
75th Percentile £663 £675 £688
90th Percentile £775 £800 £800
England median daily rate £510 £525 £550
% change year-on-year -2.86% -4.55% -
Number of hourly rates quoted 243 175 231
10th Percentile £18.03 £17.70 £18.50
25th Percentile £25.00 £24.17 £21.63
Median hourly rate £30.50 £37.50 £39.42
Median % change year-on-year -18.67% -4.87% -0.20%
75th Percentile £47.75 £57.50 £62.75
90th Percentile £64.95 £78.75 £76.25
England median hourly rate £25.15 £41.50 £44.50
% change year-on-year -39.40% -6.74% +27.14%

Data Reconciliation
Job Vacancy Trend in London

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

Data Reconciliation job vacancy trend in London

Data Reconciliation
Daily Rate Trend in London

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

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

Data Reconciliation
Daily Rate Histogram in London

Daily rate distribution for jobs citing Data Reconciliation in London over the 6 months to 20 October 2025.

Daily rate histogram for Data Reconciliation in London

Data Reconciliation
Hourly Rate Trend in London

Contractor hourly rate distribution trend for jobs in London citing Data Reconciliation.

Contractor hourly rate distribution trend for jobs in London citing Data Reconciliation

Data Reconciliation
Contract Job Locations in London

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 London region over the 6 months to 20 October 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
Central London +16 13 £420 -35.38%
West London - 1 - -
Data Reconciliation
England

Data Reconciliation
Co-Occurring Skills & Capabilities in London 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:

Application Platforms
1 3 (10.71%) Apache Spark
Applications
1 8 (28.57%) Microsoft Excel
2 1 (3.57%) Microsoft Office
2 1 (3.57%) Microsoft PowerPoint
Business Applications
1 2 (7.14%) Aladdin
1 2 (7.14%) Eagle PACE
1 2 (7.14%) HFM
1 2 (7.14%) Markit EDM
2 1 (3.57%) SAP S/4HANA
Cloud Services
1 4 (14.29%) AWS
2 3 (10.71%) Snowflake
3 2 (7.14%) Amazon SageMaker
3 2 (7.14%) Anthropic Claude
3 2 (7.14%) Vertex AI
4 1 (3.57%) Azure
4 1 (3.57%) Azure DevOps
4 1 (3.57%) Power Platform
Database & Business Intelligence
1 7 (25.00%) Star Schema
2 6 (21.43%) SQL Server
3 5 (17.86%) SQL Server Reporting Services
4 3 (10.71%) Big Data
5 2 (7.14%) Metadata
5 2 (7.14%) Oracle Database
6 1 (3.57%) Data Warehouse
6 1 (3.57%) Metadata Repository
6 1 (3.57%) Power BI
6 1 (3.57%) Relational Database
6 1 (3.57%) Tableau
Development Applications
1 3 (10.71%) JIRA
2 2 (7.14%) TestRail
General
1 17 (60.71%) Finance
1 17 (60.71%) Social Skills
2 16 (57.14%) Analytical Skills
3 7 (25.00%) Influencing Skills
3 7 (25.00%) Organisational Skills
3 7 (25.00%) Presentation Skills
4 5 (17.86%) Banking
5 4 (14.29%) Telecoms
6 3 (10.71%) Front Office
7 2 (7.14%) Documentation Skills
7 2 (7.14%) Investment Banking
7 2 (7.14%) Legal
8 1 (3.57%) Back Office
8 1 (3.57%) Billing
8 1 (3.57%) Inclusion and Diversity
8 1 (3.57%) Retail
Job Titles
1 11 (39.29%) Analyst
2 9 (32.14%) Business Analyst
3 6 (21.43%) Developer
4 5 (17.86%) Applications Developer
4 5 (17.86%) Automation Developer
5 4 (14.29%) Finance Business Analyst
5 4 (14.29%) Financial Analyst
6 3 (10.71%) Data Analyst
7 2 (7.14%) Artificial Intelligence Engineer
7 2 (7.14%) Data Business Analyst
7 2 (7.14%) Lead
7 2 (7.14%) Robotic Process Automation Developer
7 2 (7.14%) Technical Analyst
7 2 (7.14%) Technical Business Analyst
7 2 (7.14%) Test Leader
8 1 (3.57%) Analytics Manager
8 1 (3.57%) Data Migration Manager
8 1 (3.57%) Digital Analytics Analyst
8 1 (3.57%) Governance Analyst
8 1 (3.57%) Report Manager
Libraries, Frameworks & Software Standards
1 6 (21.43%) .NET
2 2 (7.14%) Gradio
2 2 (7.14%) LangChain
2 2 (7.14%) Streamlit
3 1 (3.57%) .NET Framework
Miscellaneous
1 7 (25.00%) Product Ownership
2 1 (3.57%) Derivative
2 1 (3.57%) Interest Rate Derivative
2 1 (3.57%) Legacy Systems
2 1 (3.57%) Reference Data
2 1 (3.57%) Reinsurance
Processes & Methodologies
1 14 (50.00%) Agile
1 14 (50.00%) Data Analysis
2 13 (46.43%) User Acceptance Testing
3 9 (32.14%) Problem-Solving
4 8 (28.57%) Acceptance Criteria
4 8 (28.57%) Backlog Refinement
4 8 (28.57%) Data Modelling
5 7 (25.00%) Backlog Management
5 7 (25.00%) Backlog Prioritisation
5 7 (25.00%) Collaborative Working
5 7 (25.00%) Epics
5 7 (25.00%) Financial Modelling
5 7 (25.00%) Impact Assessments
5 7 (25.00%) Product Backlog
5 7 (25.00%) Project Governance
5 7 (25.00%) Scrum
5 7 (25.00%) Sprint Review
5 7 (25.00%) Test Automation
5 7 (25.00%) User Stories
6 6 (21.43%) Business Case
Programming Languages
1 15 (53.57%) SQL
2 6 (21.43%) C#
3 5 (17.86%) Python
4 1 (3.57%) JavaScript
Qualifications
1 7 (25.00%) Degree
2 2 (7.14%) ISTQB
Quality Assurance & Compliance
1 6 (21.43%) Data Quality
2 4 (14.29%) QA
3 1 (3.57%) GAAP
3 1 (3.57%) Software Quality Assurance
Vendors
1 8 (28.57%) Oracle
2 4 (14.29%) UiPath
3 3 (10.71%) Microsoft
4 2 (7.14%) Foundry
4 2 (7.14%) GoldenSource
4 2 (7.14%) Google
4 2 (7.14%) Hyperion
4 2 (7.14%) OpenAI
4 2 (7.14%) SAP
4 2 (7.14%) Tagetik
5 1 (3.57%) Alteryx
5 1 (3.57%) Bloomberg
5 1 (3.57%) Databricks
5 1 (3.57%) Tradeweb