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 27 September 2016 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
27 Sep 2016
Same period 2015 Same period 2014
Data Reconciliation
Rank 606 619 596
Rank change year-on-year
+13 -23
Contract jobs citing Data Reconciliation 51 42 46
As % of all contract IT jobs located in the UK 0.095% 0.073% 0.080%
As % of the Processes & Methodologies category 0.11% 0.091% 0.10%
Number of daily rates quoted 37 26 30
Median daily rate £500 £375 £475
Median daily rate % change year-on-year
+33.33% -21.05%
90% offered a daily rate of more than £315 £185 £323
10% offered a daily rate of more than £651 £513 £565
UK excluding London median daily rate £413 £375 £400
% change year-on-year
+10.13% -6.25%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - - -

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
44464 46364 44152
As % of all contract IT jobs located in the UK 83.07% 81.04% 77.16%
Number of daily rates quoted 29448 30320 27616
Median daily rate £438 £425 £413
Median daily rate % change year-on-year
+3.05% +3.03%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £590 £580 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1150 1283 1207
Median hourly rate £31.00 £32.00 £24.00
Median hourly rate % change year-on-year
-3.12% +33.33%
90% offered a hourly rate of more than £12.52 £12.50 £12.50
10% offered a hourly rate of more than £50.00 £49.76 £53.50
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 27 September 2016.

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 27 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 27 September 2016. 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
(Click see detailed
statistics and trends)
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 +45 51 £500 +29.03% 4
London +16 34 £500 +25.00% 2
South East +19 7 £363 -10.49% 2
West Midlands -18 5 £338 -
Berkshire +12 4 £472 +34.85%
Teddington - 4 £413 -
City of London +8 3 £575 +50.81%
Yorkshire +9 2 £432 +15.06%
South West +8 2 £600 -
Leeds +8 2 £432 +15.06%
West Yorkshire +5 2 £432 +15.06%
Dorset - 2 £600 -
Croydon - 2 £359 -
Milton Keynes - 2 £363 - 1
Bournemouth - 2 £600 -
Buckinghamshire - 2 £363 - 1
Stoke-on-Trent - 2 - -
Staffordshire - 2 - -
Reading +15 1 £675 +92.85%
Northamptonshire -6 1 - -
East Midlands -8 1 - -
Warwick - 1 £325 -
Middlesex - 1 - -
Shropshire - 1 - -
Warwickshire - 1 £325 -
Northampton - 1 - -
Telford - 1 - -

Data Reconciliation
Top 30 Related IT Skills

For the 6 months to 27 September 2016, 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 35 (44.87%) Migration
2 34 (43.59%) Finance
3 31 (39.74%) SQL
4 30 (38.46%) Data Analysis
5 28 (35.90%) Data Migration
6 22 (28.21%) Data Mapping
7 21 (26.92%) Analytical Skills
8 19 (24.36%) ETL
9 18 (23.08%) Oracle
10 15 (19.23%) Data Quality
11 13 (16.67%) Business Intelligence
11 13 (16.67%) Data Modelling
12 12 (15.38%) Microsoft
12 12 (15.38%) Data Warehouse
12 12 (15.38%) SAP
12 12 (15.38%) Agile Software Development
13 11 (14.10%) Banking
13 11 (14.10%) Management Information System
14 10 (12.82%) Validation
14 10 (12.82%) Project Management
15 9 (11.54%) Mainframe
15 9 (11.54%) NATURAL
15 9 (11.54%) Adabas
15 9 (11.54%) ERP
15 9 (11.54%) Data Management
15 9 (11.54%) SC Cleared
15 9 (11.54%) Security Cleared
15 9 (11.54%) Data Architecture
15 9 (11.54%) QlikView
15 9 (11.54%) Re-Platforming

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 7 (8.97%) SharePoint
2 5 (6.41%) SAS
3 3 (3.85%) MS Exchange
Applications
1 8 (10.26%) MS Excel
1 8 (10.26%) MS Office
2 3 (3.85%) MS PowerPoint
3 2 (2.56%) MS Visio
Business Applications
1 5 (6.41%) Dynamics CRM
1 5 (6.41%) Oracle EBS
1 5 (6.41%) Oracle ERP
2 3 (3.85%) Oracle EBS R12
3 2 (2.56%) Cognos TM1
3 2 (2.56%) SAP ERP
4 1 (1.28%) Investran
4 1 (1.28%) SAP Business ByDesign
Cloud Services
1 1 (1.28%) Cloud Computing
1 1 (1.28%) Force.com
1 1 (1.28%) SaaS
1 1 (1.28%) SuccessFactors
Communications & Networking
1 3 (3.85%) Intranet
1 3 (3.85%) NAS
Database & Business Intelligence
1 12 (15.38%) Data Warehouse
2 9 (11.54%) Adabas
2 9 (11.54%) QlikView
3 6 (7.69%) Oracle Reports
3 6 (7.69%) SQL Server
4 4 (5.13%) Cognos Query Studio
4 4 (5.13%) SQL Server Integration Services
4 4 (5.13%) SQL Server Reporting Services
4 4 (5.13%) Star Schema
5 3 (3.85%) Big Data
5 3 (3.85%) OLAP
5 3 (3.85%) OLAP Cube
5 3 (3.85%) Oracle Database
5 3 (3.85%) SAS Data Integration Studio
6 2 (2.56%) Base SAS
6 2 (2.56%) SAP Data Services
6 2 (2.56%) SAS Enterprise Guide
7 1 (1.28%) Data Mart
7 1 (1.28%) Oracle OLAP
7 1 (1.28%) SQL Server Analysis Services
Development Applications
1 3 (3.85%) Selenium
2 2 (2.56%) Cucumber
2 2 (2.56%) Git (software)
2 2 (2.56%) Jenkins
2 2 (2.56%) Maven
2 2 (2.56%) Visual Studio
3 1 (1.28%) JIRA
3 1 (1.28%) Oracle Forms
3 1 (1.28%) SQL Server Management Studio (SSMS)
3 1 (1.28%) Team Foundation Server
General
1 34 (43.59%) Finance
2 11 (14.10%) Banking
3 4 (5.13%) General Ledger
4 3 (3.85%) Marketing
5 2 (2.56%) Financial Institution
5 2 (2.56%) Front Office
5 2 (2.56%) Investment Banking
5 2 (2.56%) Law
6 1 (1.28%) Back Office
6 1 (1.28%) Legal
6 1 (1.28%) Publishing
6 1 (1.28%) Retail
Job Titles
1 32 (41.03%) Analyst
2 19 (24.36%) Data Analyst
3 9 (11.54%) Project Manager
4 7 (8.97%) Business Analyst
4 7 (8.97%) Data Manager
4 7 (8.97%) Data Migration Manager
4 7 (8.97%) Developer
4 7 (8.97%) Migration Manager
4 7 (8.97%) Senior Analyst
5 6 (7.69%) Data Migration Analyst
5 6 (7.69%) Data Migration Project Manager
5 6 (7.69%) Migration Analyst
5 6 (7.69%) Migration Project Manager
5 6 (7.69%) Test Analyst
6 5 (6.41%) Data Migration Lead
6 5 (6.41%) Financial Analyst
7 4 (5.13%) Business Intelligence Developer
7 4 (5.13%) QlikView Developer
7 4 (5.13%) Senior Business Intelligence Developer
7 4 (5.13%) Senior QlikView Developer
Libraries, Frameworks & Software Standards
1 2 (2.56%) .NET
2 1 (1.28%) COM
2 1 (1.28%) Mason
2 1 (1.28%) Oracle Fusion
2 1 (1.28%) Visualforce
2 1 (1.28%) XML
Miscellaneous
1 21 (26.92%) Analytical Skills
2 11 (14.10%) Management Information System
3 9 (11.54%) Mainframe
4 4 (5.13%) Data Integration
4 4 (5.13%) User Experience
5 3 (3.85%) Foreign Exchange (FX)
6 2 (2.56%) Credit Risk
6 2 (2.56%) Data Centre
6 2 (2.56%) Data Structures
6 2 (2.56%) Mathematics
6 2 (2.56%) Statistics
7 1 (1.28%) Client/Server
7 1 (1.28%) Derivative
7 1 (1.28%) Equities
7 1 (1.28%) Fixed Income
7 1 (1.28%) IBM Mainframe
7 1 (1.28%) iPad
7 1 (1.28%) Market Risk
7 1 (1.28%) Reference Data
Operating Systems
1 2 (2.56%) Android
1 2 (2.56%) Apple iOS
2 1 (1.28%) AIX
2 1 (1.28%) Linux
2 1 (1.28%) Unix
Processes & Methodologies
1 35 (44.87%) Migration
2 30 (38.46%) Data Analysis
3 28 (35.90%) Data Migration
4 22 (28.21%) Data Mapping
5 19 (24.36%) ETL
6 13 (16.67%) Business Intelligence
6 13 (16.67%) Data Modelling
7 12 (15.38%) Agile Software Development
8 10 (12.82%) Project Management
8 10 (12.82%) Validation
9 9 (11.54%) Data Architecture
9 9 (11.54%) Data Management
9 9 (11.54%) ERP
9 9 (11.54%) Re-Platforming
10 8 (10.26%) Analytics
10 8 (10.26%) Business Analysis
10 8 (10.26%) Data Cleansing
11 7 (8.97%) Data Transformation
11 7 (8.97%) Test Scripting
12 6 (7.69%) CRM
Programming Languages
1 31 (39.74%) SQL
2 9 (11.54%) NATURAL
3 8 (10.26%) PL/SQL
4 6 (7.69%) VBA
5 3 (3.85%) Java
5 3 (3.85%) VB
6 2 (2.56%) C
6 2 (2.56%) C#
6 2 (2.56%) T-SQL
7 1 (1.28%) Apex Code
7 1 (1.28%) PowerShell
7 1 (1.28%) VBScript
Qualifications
1 9 (11.54%) SC Cleared
1 9 (11.54%) Security Cleared
2 4 (5.13%) CIMA
2 4 (5.13%) Degree
3 1 (1.28%) ISEB
3 1 (1.28%) ISTQB
Quality Assurance & Compliance
1 15 (19.23%) Data Quality
2 5 (6.41%) QA
System Software
1 4 (5.13%) Active Directory
Systems Management
1 3 (3.85%) HP Quality Center
Vendors
1 18 (23.08%) Oracle
2 12 (15.38%) Microsoft
2 12 (15.38%) SAP
3 8 (10.26%) Software AG
4 7 (8.97%) Cognos
5 4 (5.13%) Sybase
6 3 (3.85%) EMC
6 3 (3.85%) ServiceNow
6 3 (3.85%) Teradata
7 2 (2.56%) IBM
7 2 (2.56%) Informatica
7 2 (2.56%) JD Edwards
7 2 (2.56%) Marketo
7 2 (2.56%) WorldPay
8 1 (1.28%) Bloomberg
8 1 (1.28%) Retek
8 1 (1.28%) Salesforce.com
8 1 (1.28%) Siebel
8 1 (1.28%) StatPro
8 1 (1.28%) SunGard