The table below looks at the statistics for Data Reconciliation skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited Data Reconciliation over the 3 months to 19 February 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Data Reconciliation
UK
Rank 569 594 587
Rank change year-on-year
+25 -7
Contract jobs citing Data Reconciliation 17 28 34
As % of all contract IT jobs located in the UK 0.038% 0.054% 0.065%
As % of the Processes & Methodologies category 0.046% 0.066% 0.082%
Number of daily rates quoted 8 23 20
Median daily rate £394 £400 £398
Median daily rate % change year-on-year
-1.56% +0.62%
90% offered a daily rate of more than £280 £295 £298
10% offered a daily rate of more than £463 £450 £550
UK excluding London median daily rate £381 £350 £325
% change year-on-year
+8.92% +7.69%
Number of hourly rates quoted 0 0 1
Median hourly rate - - £24.00
UK excluding London median hourly rate - - £24.00

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
36679 42732 41310
As % of all contract IT jobs located in the UK 82.31% 82.43% 79.05%
Number of daily rates quoted 24330 27936 26209
Median daily rate £450 £425 £421
Median daily rate % change year-on-year
+5.88% +1.07%
90% offered a daily rate of more than £300 £300 £280
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+2.00% -
Number of hourly rates quoted 939 1157 1103
Median hourly rate £35.00 £39.00 £27.37
Median hourly rate % change year-on-year
-10.25% +42.49%
90% offered a hourly rate of more than £13.00 £13.00 £12.00
10% offered a hourly rate of more than £55.00 £57.00 £47.50
UK excluding London median hourly rate £36.00 £40.00 £27.50
% change year-on-year
-10.00% +45.45%

Data Reconciliation
Jobs Demand Trend

The demand trend of contract jobs citing Data Reconciliation as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Reconciliation Jobs Demand Trend in the UK

Data Reconciliation
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Reconciliation within the UK.

Data Reconciliation Daily Rate Trend in the UK

Data Reconciliation
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Reconciliation within the UK over the 3 months to 19 February 2017.

Data Reconciliation Daily Rate Histogram in the UK

Data Reconciliation
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Reconciliation within the UK.

Data Reconciliation Hourly Rate Trend in the UK

Data Reconciliation
Top 20 Contract Locations

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 UK over the 3 months to 19 February 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +40 17 £394 -1.56% 4
London +7 8 £406 +1.56% 3
West Midlands +9 3 £388 +3.33%
Northamptonshire - 2 - -
East Midlands - 2 - -
North West +31 1 £375 -16.66%
Cheshire +23 1 £375 -16.66%
Berkshire +21 1 £550 +57.14%
South East +16 1 £550 +86.44% 1
Reading +13 1 £550 +57.14%
City of London +6 1 - - 1
South West - 1 £325 -
Northampton - 1 - -
Yorkshire - 1 - -
Worcestershire - 1 £175 -
South Yorkshire - 1 - -
Worcester - 1 £175 -
Knutsford - 1 £375 -
Bristol - 1 £325 -
Birmingham - 1 £388 -

Data Reconciliation
Top 30 Related IT Skills

For the 6 months to 19 February 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 with a requirement for Data Reconciliation.

1 21 (47.73%) Finance
2 19 (43.18%) SQL
2 19 (43.18%) Migration
3 16 (36.36%) Data Analysis
4 15 (34.09%) Data Migration
5 12 (27.27%) Oracle
6 11 (25.00%) SAP
7 10 (22.73%) ETL
8 8 (18.18%) Data Cleansing
9 6 (13.64%) Data Quality
9 6 (13.64%) Analytical Skills
9 6 (13.64%) Validation
10 5 (11.36%) MS PowerPoint
10 5 (11.36%) Banking
10 5 (11.36%) Project Management
10 5 (11.36%) Data Modelling
10 5 (11.36%) MS Excel
10 5 (11.36%) Data Extraction
11 4 (9.09%) User Acceptance Testing
11 4 (9.09%) Analytics
11 4 (9.09%) Microsoft
11 4 (9.09%) ERP
11 4 (9.09%) CRM
11 4 (9.09%) Investment Banking
11 4 (9.09%) Business Analysis
11 4 (9.09%) SQL Server Integration Services
11 4 (9.09%) Degree
12 3 (6.82%) Oracle EBS
12 3 (6.82%) Business Intelligence
12 3 (6.82%) SQL Server

Data Reconciliation
Top Related IT Skills 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:

Application Platforms
1 2 (4.55%) SharePoint
2 1 (2.27%) SAS
Applications
1 5 (11.36%) MS Excel
1 5 (11.36%) MS PowerPoint
2 2 (4.55%) MS Office
2 2 (4.55%) MS Visio
Business Applications
1 3 (6.82%) Oracle EBS
1 3 (6.82%) Oracle EBS R12
2 2 (4.55%) Dynamics CRM
3 1 (2.27%) Dynamics NAV
3 1 (2.27%) Oracle ERP
3 1 (2.27%) Oracle Payroll
3 1 (2.27%) SAP BPC
3 1 (2.27%) SAP CO
3 1 (2.27%) SAP ERP
3 1 (2.27%) SAP FI
3 1 (2.27%) SAP FI/CO
3 1 (2.27%) SAP R/3
Cloud Services
1 2 (4.55%) Microsoft Azure
1 2 (4.55%) SuccessFactors
Database & Business Intelligence
1 4 (9.09%) SQL Server Integration Services
2 3 (6.82%) SQL Server
3 2 (4.55%) Azure SQL Database
3 2 (4.55%) Data Warehouse
3 2 (4.55%) Oracle Reports
4 1 (2.27%) MS Access
4 1 (2.27%) OLAP
4 1 (2.27%) OLAP Cube
4 1 (2.27%) Oracle Database
4 1 (2.27%) QlikView
4 1 (2.27%) SAP BW
4 1 (2.27%) SAS Data Integration Studio
4 1 (2.27%) SAS Enterprise Guide
Development Applications
1 1 (2.27%) JIRA
General
1 21 (47.73%) Finance
2 5 (11.36%) Banking
3 4 (9.09%) Investment Banking
4 2 (4.55%) Front Office
4 2 (4.55%) Legal
4 2 (4.55%) Marketing
4 2 (4.55%) Private Banking
5 1 (2.27%) Advertising
5 1 (2.27%) Back Office
5 1 (2.27%) Financial Institution
5 1 (2.27%) Music Industry
5 1 (2.27%) Retail
Job Titles
1 25 (56.82%) Analyst
2 13 (29.55%) Data Analyst
3 6 (13.64%) Business Analyst
4 5 (11.36%) Business Data Analyst
4 5 (11.36%) Financial Analyst
5 4 (9.09%) Project Manager
6 3 (6.82%) Developer
6 3 (6.82%) SAP Analyst
6 3 (6.82%) SAP Manager
7 2 (4.55%) Data Business Analyst
7 2 (4.55%) Data Migration Lead
7 2 (4.55%) Finance Systems Analyst
7 2 (4.55%) Graduate Analyst
7 2 (4.55%) Investment Management Business Analyst
7 2 (4.55%) Marketing Automation Specialist
7 2 (4.55%) Marketing Specialist
7 2 (4.55%) Senior Banking Business Analyst
7 2 (4.55%) SQL Analyst
7 2 (4.55%) SSIS Analyst
7 2 (4.55%) Wealth Management Business Analyst
Libraries, Frameworks & Software Standards
1 1 (2.27%) XML
Miscellaneous
1 6 (13.64%) Analytical Skills
2 5 (11.36%) Data Extraction
3 2 (4.55%) Data Conversion
3 2 (4.55%) Foreign Exchange (FX)
3 2 (4.55%) Mathematics
3 2 (4.55%) Statistics
4 1 (2.27%) Data Integration
4 1 (2.27%) Data Protection Act
4 1 (2.27%) Data Structures
4 1 (2.27%) Embedded Systems
4 1 (2.27%) Management Information System
4 1 (2.27%) User Experience
4 1 (2.27%) Virtual Team
Processes & Methodologies
1 19 (43.18%) Migration
2 16 (36.36%) Data Analysis
3 15 (34.09%) Data Migration
4 10 (22.73%) ETL
5 8 (18.18%) Data Cleansing
6 6 (13.64%) Validation
7 5 (11.36%) Data Modelling
7 5 (11.36%) Project Management
8 4 (9.09%) Analytics
8 4 (9.09%) Business Analysis
8 4 (9.09%) CRM
8 4 (9.09%) ERP
8 4 (9.09%) User Acceptance Testing
9 3 (6.82%) Business Intelligence
9 3 (6.82%) Root Cause Analysis
10 2 (4.55%) Change Management
10 2 (4.55%) Data Management
10 2 (4.55%) Database Marketing
10 2 (4.55%) Requirements Analysis
10 2 (4.55%) Wealth Management
Programming Languages
1 19 (43.18%) SQL
2 2 (4.55%) PL/SQL
2 2 (4.55%) VBA
3 1 (2.27%) VB
Qualifications
1 4 (9.09%) Degree
2 2 (4.55%) SC Cleared
2 2 (4.55%) Security Cleared
3 1 (2.27%) ACCA
3 1 (2.27%) CIMA
3 1 (2.27%) ISEB
3 1 (2.27%) PRINCE2 Certification
Quality Assurance & Compliance
1 6 (13.64%) Data Quality
2 1 (2.27%) GDPR
2 1 (2.27%) ISO/IEC 27001
2 1 (2.27%) PCI DSS
2 1 (2.27%) QA
2 1 (2.27%) Sarbanes-Oxley
System Software
1 1 (2.27%) Firmware
Vendors
1 12 (27.27%) Oracle
2 11 (25.00%) SAP
3 4 (9.09%) Microsoft
4 2 (4.55%) FNZ
4 2 (4.55%) Marketo
4 2 (4.55%) Netezza
4 2 (4.55%) PeopleSoft
4 2 (4.55%) Salesforce.com
4 2 (4.55%) ServiceNow
5 1 (2.27%) Alteryx
5 1 (2.27%) Atlassian
5 1 (2.27%) Cognos
5 1 (2.27%) Retek
5 1 (2.27%) Sybase
5 1 (2.27%) WorldPay