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 8 December 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
8 Dec 2016
Same period 2015 Same period 2014
Data Reconciliation
Rank 597 607 604
Rank change year-on-year
+10 -3
Contract jobs citing Data Reconciliation 24 37 29
As % of all contract IT jobs located in the UK 0.048% 0.067% 0.051%
As % of the Processes & Methodologies category 0.058% 0.083% 0.067%
Number of daily rates quoted 13 24 20
Median daily rate £350 £383 £419
Median daily rate % change year-on-year
-8.49% -8.65%
90% offered a daily rate of more than £250 £206 £300
10% offered a daily rate of more than £523 £481 £603
UK excluding London median daily rate £300 £300 £375
% change year-on-year
- -20.00%
Number of hourly rates quoted 2 1 1
Median hourly rate £14.50 £21.50 £24.00
Median hourly rate % change year-on-year
-32.55% -10.41%
UK excluding London median hourly rate £14.50 - £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
41059 44815 43569
As % of all contract IT jobs located in the UK 82.50% 81.16% 77.16%
Number of daily rates quoted 27372 29040 28392
Median daily rate £450 £425 £420
Median daily rate % change year-on-year
+5.88% +1.19%
90% offered a daily rate of more than £300 £295 £275
10% offered a daily rate of more than £600 £600 £600
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 1078 1342 1199
Median hourly rate £30.00 £31.44 £25.00
Median hourly rate % change year-on-year
-4.58% +25.76%
90% offered a hourly rate of more than £12.50 £12.50 £12.00
10% offered a hourly rate of more than £50.00 £50.00 £47.50
UK excluding London median hourly rate £31.00 £35.00 £25.00
% change year-on-year
-11.42% +40.00%

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 8 December 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 15 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 8 December 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 +9 23 £350 -8.49% 2
London -14 10 £350 -12.50% 1
East Midlands -2 6 £250 -42.85%
Northamptonshire -8 6 £250 -42.85%
North West +3 3 £346 +57.02%
Manchester -7 3 £346 +57.02%
South East +34 2 £675 +58.82%
East of England - 2 - -
Suffolk - 2 - -
Ipswich - 2 - -
Northampton - 2 £250 -
Berkshire +11 1 £675 +58.82%
City of London -9 1 - - 1
Buckinghamshire - 1 - -
Milton Keynes - 1 - -

Data Reconciliation
Top 30 Related IT Skills

For the 6 months to 8 December 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 39 (51.32%) Finance
1 39 (51.32%) Migration
2 32 (42.11%) SQL
3 31 (40.79%) Data Analysis
4 30 (39.47%) Data Migration
5 24 (31.58%) ETL
6 22 (28.95%) Analytical Skills
7 21 (27.63%) Oracle
8 16 (21.05%) Data Mapping
9 15 (19.74%) SAP
10 13 (17.11%) Agile Software Development
11 12 (15.79%) Project Management
11 12 (15.79%) Business Intelligence
11 12 (15.79%) Data Quality
12 10 (13.16%) Data Modelling
12 10 (13.16%) Banking
13 9 (11.84%) Adabas
13 9 (11.84%) Data Warehouse
13 9 (11.84%) Mainframe
13 9 (11.84%) NATURAL
13 9 (11.84%) Analytics
13 9 (11.84%) SC Cleared
13 9 (11.84%) Security Cleared
13 9 (11.84%) QlikView
13 9 (11.84%) Re-Platforming
14 8 (10.53%) Data Cleansing
14 8 (10.53%) Data Architecture
14 8 (10.53%) Microsoft
14 8 (10.53%) Software AG
14 8 (10.53%) ERP

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 4 (5.26%) SharePoint
2 3 (3.95%) SAS
3 2 (2.63%) MS Exchange
Applications
1 6 (7.89%) MS Excel
1 6 (7.89%) MS PowerPoint
2 5 (6.58%) MS Office
3 2 (2.63%) MS Visio
Business Applications
1 7 (9.21%) Oracle EBS
2 5 (6.58%) Oracle EBS R12
2 5 (6.58%) Oracle ERP
3 2 (2.63%) Cognos TM1
3 2 (2.63%) Dynamics CRM
3 2 (2.63%) SAP ERP
4 1 (1.32%) Dynamics NAV
4 1 (1.32%) Investran
4 1 (1.32%) SAP CO
4 1 (1.32%) SAP FI
4 1 (1.32%) SAP FI/CO
4 1 (1.32%) SAP R/3
Cloud Services
1 2 (2.63%) Microsoft Azure
Communications & Networking
1 2 (2.63%) Intranet
1 2 (2.63%) NAS
Database & Business Intelligence
1 9 (11.84%) Adabas
1 9 (11.84%) Data Warehouse
1 9 (11.84%) QlikView
2 5 (6.58%) Oracle Reports
2 5 (6.58%) SQL Server
3 4 (5.26%) Cognos Query Studio
3 4 (5.26%) SQL Server Integration Services
3 4 (5.26%) Star Schema
4 3 (3.95%) OLAP
4 3 (3.95%) OLAP Cube
4 3 (3.95%) Oracle Database
4 3 (3.95%) SAS Data Integration Studio
5 2 (2.63%) Azure SQL Database
5 2 (2.63%) Big Data
5 2 (2.63%) MS Access
5 2 (2.63%) SAP Data Services
5 2 (2.63%) SAS Enterprise Guide
6 1 (1.32%) Base SAS
6 1 (1.32%) Oracle OLAP
6 1 (1.32%) Relational Database
Development Applications
1 3 (3.95%) Selenium
2 2 (2.63%) Cucumber
2 2 (2.63%) Git (software)
2 2 (2.63%) Jenkins
2 2 (2.63%) JIRA
2 2 (2.63%) Maven
3 1 (1.32%) Oracle Forms
3 1 (1.32%) Visual Studio
General
1 39 (51.32%) Finance
2 10 (13.16%) Banking
3 4 (5.26%) General Ledger
4 2 (2.63%) Financial Institution
4 2 (2.63%) Front Office
4 2 (2.63%) Investment Banking
4 2 (2.63%) Law
4 2 (2.63%) Marketing
4 2 (2.63%) Retail
5 1 (1.32%) Advertising
5 1 (1.32%) Back Office
5 1 (1.32%) Legal
5 1 (1.32%) Music Industry
Job Titles
1 33 (43.42%) Analyst
2 18 (23.68%) Data Analyst
3 11 (14.47%) Project Manager
4 8 (10.53%) Developer
4 8 (10.53%) Financial Analyst
5 7 (9.21%) Data Migration Manager
5 7 (9.21%) Migration Manager
6 6 (7.89%) Business Data Analyst
6 6 (7.89%) Data Manager
6 6 (7.89%) Data Migration Project Manager
6 6 (7.89%) Migration Project Manager
6 6 (7.89%) Senior Analyst
6 6 (7.89%) Test Analyst
7 4 (5.26%) Business Analyst
7 4 (5.26%) Business Intelligence Developer
7 4 (5.26%) Oracle Developer
7 4 (5.26%) QA Tester
7 4 (5.26%) Senior Developer
7 4 (5.26%) SQL Developer
7 4 (5.26%) Tester
Libraries, Frameworks & Software Standards
1 1 (1.32%) XML
Miscellaneous
1 22 (28.95%) Analytical Skills
2 9 (11.84%) Mainframe
3 8 (10.53%) Management Information System
4 5 (6.58%) Data Extraction
5 4 (5.26%) User Experience
6 3 (3.95%) Foreign Exchange (FX)
7 2 (2.63%) Data Conversion
7 2 (2.63%) Data Integration
7 2 (2.63%) Mathematics
7 2 (2.63%) Statistics
8 1 (1.32%) Client/Server
8 1 (1.32%) Credit Risk
8 1 (1.32%) Data Structures
8 1 (1.32%) Embedded Systems
8 1 (1.32%) Equities
8 1 (1.32%) Fixed Income
8 1 (1.32%) IBM Mainframe
8 1 (1.32%) iPad
8 1 (1.32%) Market Risk
8 1 (1.32%) Virtual Team
Operating Systems
1 2 (2.63%) Android
1 2 (2.63%) Apple iOS
2 1 (1.32%) AIX
2 1 (1.32%) Linux
2 1 (1.32%) Unix
Processes & Methodologies
1 39 (51.32%) Migration
2 31 (40.79%) Data Analysis
3 30 (39.47%) Data Migration
4 24 (31.58%) ETL
5 16 (21.05%) Data Mapping
6 13 (17.11%) Agile Software Development
7 12 (15.79%) Business Intelligence
7 12 (15.79%) Project Management
8 10 (13.16%) Data Modelling
9 9 (11.84%) Analytics
9 9 (11.84%) Re-Platforming
10 8 (10.53%) Data Architecture
10 8 (10.53%) Data Cleansing
10 8 (10.53%) ERP
10 8 (10.53%) Validation
11 7 (9.21%) Business Analysis
12 6 (7.89%) Data Analytics
12 6 (7.89%) Test Scripting
13 5 (6.58%) Data Transformation
13 5 (6.58%) User Acceptance Testing
Programming Languages
1 32 (42.11%) SQL
2 9 (11.84%) NATURAL
3 6 (7.89%) PL/SQL
4 5 (6.58%) VBA
5 2 (2.63%) C
5 2 (2.63%) Java
6 1 (1.32%) VB
Qualifications
1 9 (11.84%) SC Cleared
1 9 (11.84%) Security Cleared
2 5 (6.58%) CIMA
2 5 (6.58%) Degree
3 2 (2.63%) ISEB
4 1 (1.32%) ACCA
4 1 (1.32%) ISTQB
4 1 (1.32%) PRINCE2 Certification
Quality Assurance & Compliance
1 12 (15.79%) Data Quality
2 5 (6.58%) QA
3 1 (1.32%) Sarbanes-Oxley
System Software
1 2 (2.63%) Active Directory
2 1 (1.32%) Firmware
Systems Management
1 3 (3.95%) HP Quality Center
Vendors
1 21 (27.63%) Oracle
2 15 (19.74%) SAP
3 8 (10.53%) Microsoft
3 8 (10.53%) Software AG
4 7 (9.21%) Cognos
5 3 (3.95%) Sybase
5 3 (3.95%) Teradata
6 2 (2.63%) EMC
6 2 (2.63%) Informatica
6 2 (2.63%) JD Edwards
6 2 (2.63%) Marketo
6 2 (2.63%) PeopleSoft
6 2 (2.63%) Salesforce.com
6 2 (2.63%) WorldPay
7 1 (1.32%) DataFlux
7 1 (1.32%) FIS
7 1 (1.32%) IBM
7 1 (1.32%) Netezza
7 1 (1.32%) Retek
7 1 (1.32%) SunGard