Period
to 15 December 2017

The following table provides summary statistics for contract job vacancies advertised in the City of London with a requirement for Data Reconciliation skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Reconciliation over the 6 months to 15 December 2017 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Reconciliation
Central London > City of London
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 246 235 250
Rank change year-on-year -11 +15 +38
Contract jobs citing Data Reconciliation 9 6 7
As % of all contract IT jobs advertised in the City of London 0.13% 0.092% 0.083%
As % of the Processes & Methodologies category 0.14% 0.10% 0.098%
Number of daily rates quoted 8 4 4
City of London median daily rate £413 £538 £381
Median daily rate % change year-on-year -23.26% +40.98% -17.57%
10th Percentile £309 £378 £355
90th Percentile £586 £588 £423
Central London median daily rate £413 £538 £381
% change year-on-year -23.26% +40.98% -17.57%
Number of hourly rates quoted 0 0 0
City of London median hourly rate - - -
Central London median hourly rate - - -

Data Reconciliation is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in the City of London with a requirement for process or methodology skills.

All Process and Methodology Skills
City of London
Contract vacancies with a requirement for process or methodology skills 6358 5733 7128
As % of all contract IT jobs advertised in the City of London 88.39% 87.67% 84.71%
Number of daily rates quoted 5077 4554 5687
City of London median daily rate £510 £475 £475
Median daily rate % change year-on-year +7.37% - +5.56%
10th Percentile £325 £319 £288
90th Percentile £688 £674 £650
Central London median daily rate £500 £475 £463
% change year-on-year +5.26% +2.70% +2.78%
Number of hourly rates quoted 61 52 64
City of London median hourly rate £18.70 £19.96 £20.75
Median hourly rate % change year-on-year -6.31% -3.81% +9.21%
10th Percentile £13.30 £13.75 £12.33
90th Percentile £31.00 £55.00 £40.00
Central London median hourly rate £20.00 £19.00 £20.00
% change year-on-year +5.26% -5.00% +12.68%

Data Reconciliation
Job Vacancy Trend in the City of London

Job postings citing Data Reconciliation as a percentage of all IT jobs advertised in the City of London.

Job vacancy trend for Data Reconciliation in the City of London

Data Reconciliation
Contractor Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Reconciliation in the City of London.

Contractor daily rate trend for Data Reconciliation in the City of London

Data Reconciliation
Contractor Daily Rate Histogram in the City of London

The daily rate distribution of IT jobs citing Data Reconciliation in the City of London over the 6 months to 15 December 2017.

Contractor daily rate histogram for Data Reconciliation in the City of London

For the 6 months to 15 December 2017, IT contractor jobs citing Data Reconciliation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the City of London region with a requirement for Data Reconciliation.

1 7 (77.78%) SQL
2 5 (55.56%) Microsoft Excel
2 5 (55.56%) Analytical Skills
3 4 (44.44%) Incident Management
3 4 (44.44%) T-SQL
4 3 (33.33%) Finance
5 2 (22.22%) Validation
5 2 (22.22%) Migration
5 2 (22.22%) Management Information System
5 2 (22.22%) SQL Server Integration Services
5 2 (22.22%) SQL Server
5 2 (22.22%) Business Intelligence
6 1 (11.11%) Microsoft
6 1 (11.11%) BusinessObjects
6 1 (11.11%) Data Warehouse
6 1 (11.11%) ERP
6 1 (11.11%) ETL
6 1 (11.11%) Crystal Reports
6 1 (11.11%) Oracle Reports
6 1 (11.11%) C#
6 1 (11.11%) Java
6 1 (11.11%) PHP
6 1 (11.11%) VB.NET
6 1 (11.11%) VBA
6 1 (11.11%) .NET
6 1 (11.11%) Oracle
6 1 (11.11%) Banking
6 1 (11.11%) Data Management
6 1 (11.11%) SQL Server Reporting Services
6 1 (11.11%) Data Mart

Data Reconciliation
Co-occurring IT Skills in the City of London by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Applications
1 5 (55.56%) Microsoft Excel
Cloud Services
1 1 (11.11%) Dynamics 365
Database & Business Intelligence
1 2 (22.22%) SQL Server
1 2 (22.22%) SQL Server Integration Services
2 1 (11.11%) BusinessObjects
2 1 (11.11%) BusinessObjects XI
2 1 (11.11%) Crystal Reports
2 1 (11.11%) Data Mart
2 1 (11.11%) Data Warehouse
2 1 (11.11%) Oracle Database
2 1 (11.11%) Oracle Database 11g
2 1 (11.11%) Oracle Reports
2 1 (11.11%) Relational Database
2 1 (11.11%) SQL Server 2012
2 1 (11.11%) SQL Server Analysis Services
2 1 (11.11%) SQL Server Reporting Services
General
1 3 (33.33%) Finance
2 1 (11.11%) Banking
2 1 (11.11%) Japanese Language
Job Titles
1 6 (66.67%) Analyst
2 5 (55.56%) Data Analyst
3 4 (44.44%) Excel Analyst
3 4 (44.44%) SQL Analyst
3 4 (44.44%) SQL Data Analyst
4 3 (33.33%) Actuarial Analyst
5 1 (11.11%) Business Developer
5 1 (11.11%) Business Intelligence Analyst
5 1 (11.11%) Business Manager
5 1 (11.11%) Consultant
5 1 (11.11%) Credit Risk Developer
5 1 (11.11%) Data Migration Analyst
5 1 (11.11%) Functional Consultant
5 1 (11.11%) Migration Analyst
5 1 (11.11%) SAP BusinessObjects (BO) Developer
5 1 (11.11%) Senior Business Manager
5 1 (11.11%) Senior SAP BusinessObjects Developer
5 1 (11.11%) Senior Test Manager
5 1 (11.11%) Test Analyst
5 1 (11.11%) Test Manager
Libraries, Frameworks & Software Standards
1 1 (11.11%) .NET
Miscellaneous
1 5 (55.56%) Analytical Skills
2 2 (22.22%) Management Information System
3 1 (11.11%) Credit Risk
Processes & Methodologies
1 4 (44.44%) Incident Management
2 2 (22.22%) Business Intelligence
2 2 (22.22%) Migration
2 2 (22.22%) Validation
3 1 (11.11%) Data Cleansing
3 1 (11.11%) Data Integration
3 1 (11.11%) Data Management
3 1 (11.11%) Data Migration
3 1 (11.11%) ERP
3 1 (11.11%) ETL
3 1 (11.11%) GAP Analysis
3 1 (11.11%) Process Improvement
3 1 (11.11%) Regression Testing
3 1 (11.11%) Root Cause Analysis
3 1 (11.11%) Test Strategy
3 1 (11.11%) User Acceptance Testing
3 1 (11.11%) User Stories
Programming Languages
1 7 (77.78%) SQL
2 4 (44.44%) T-SQL
3 1 (11.11%) C#
3 1 (11.11%) Java
3 1 (11.11%) PHP
3 1 (11.11%) VB.NET
3 1 (11.11%) VBA
Qualifications
1 1 (11.11%) Degree
Quality Assurance & Compliance
1 1 (11.11%) IFRS
Vendors
1 1 (11.11%) Microsoft
1 1 (11.11%) Oracle