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 25 August 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
25 Aug 2016
Same period 2015 Same period 2014
Data Reconciliation
Rank 597 608 584
Rank change year-on-year
+11 -24
Contract jobs citing Data Reconciliation 53 47 51
As % of all contract IT jobs located in the UK 0.098% 0.080% 0.090%
As % of the Processes & Methodologies category 0.12% 0.10% 0.12%
Number of daily rates quoted 35 29 33
Median daily rate £450 £400 £425
Median daily rate % change year-on-year
+12.50% -5.88%
90% offered a daily rate of more than £310 £335 £300
10% offered a daily rate of more than £621 £525 £535
UK excluding London median daily rate £388 £375 £339
% change year-on-year
+3.40% +10.70%
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
44886 46891 44206
As % of all contract IT jobs located in the UK 82.74% 80.24% 78.44%
Number of daily rates quoted 29645 30456 27407
Median daily rate £438 £425 £403
Median daily rate % change year-on-year
+3.06% +5.46%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £596 £575 £575
UK excluding London median daily rate £400 £396 £375
% change year-on-year
+1.01% +5.60%
Number of hourly rates quoted 1108 1266 1195
Median hourly rate £29.00 £30.76 £23.00
Median hourly rate % change year-on-year
-5.72% +33.73%
90% offered a hourly rate of more than £12.50 £12.50 £12.50
10% offered a hourly rate of more than £52.00 £52.17 £50.00
UK excluding London median hourly rate £30.00 £32.54 £25.00
% change year-on-year
-7.80% +30.16%

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 25 August 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 23 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 25 August 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 +10 53 £450 +10.09% 1
London +11 38 £500 +15.94%
South East +8 7 £316 -27.41% 1
City of London +42 6 £500 +11.73%
West Midlands -35 4 £350 +27.27%
Teddington - 4 £413 -
Berkshire +12 3 £269 -23.14%
Staffordshire - 3 - -
Croydon - 3 £300 -
Stoke-on-Trent - 3 - -
Leeds +8 2 £432 +15.06%
West Yorkshire +5 2 £432 +15.06%
Yorkshire +4 2 £432 +15.06%
Milton Keynes - 2 £363 -
Buckinghamshire - 2 £363 -
Middlesex - 2 - -
Reading +12 1 £675 +92.85%
South West +11 1 £600 -
Northamptonshire - 1 - -
Bournemouth - 1 £600 -
Northampton - 1 - -
East Midlands - 1 - -
Dorset - 1 £600 -

Data Reconciliation
Top 30 Related IT Skills

For the 6 months to 25 August 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 41 (45.56%) Migration
2 37 (41.11%) Finance
3 33 (36.67%) Data Analysis
3 33 (36.67%) Data Migration
4 32 (35.56%) SQL
5 28 (31.11%) Oracle
6 26 (28.89%) ETL
7 22 (24.44%) Data Warehouse
7 22 (24.44%) Data Mapping
8 21 (23.33%) Analytical Skills
9 16 (17.78%) Data Modelling
10 15 (16.67%) Data Quality
11 14 (15.56%) Business Intelligence
12 13 (14.44%) SAP
13 12 (13.33%) Oracle Reports
13 12 (13.33%) Agile Software Development
14 11 (12.22%) Management Information System
14 11 (12.22%) Banking
15 10 (11.11%) Data Integration
15 10 (11.11%) Data Cleansing
15 10 (11.11%) Project Management
15 10 (11.11%) Validation
15 10 (11.11%) Microsoft
15 10 (11.11%) ERP
16 9 (10.00%) Adabas
16 9 (10.00%) NATURAL
16 9 (10.00%) SQL Server
16 9 (10.00%) Mainframe
16 9 (10.00%) SC Cleared
16 9 (10.00%) Security Cleared

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 6 (6.67%) SAS
1 6 (6.67%) SharePoint
2 3 (3.33%) MS Exchange
Applications
1 7 (7.78%) MS Office
2 6 (6.67%) MS Excel
3 2 (2.22%) MS PowerPoint
4 1 (1.11%) MS Project
4 1 (1.11%) MS Visio
Business Applications
1 8 (8.89%) Oracle EBS
2 7 (7.78%) Oracle EBS R12
3 5 (5.56%) Oracle ERP
4 3 (3.33%) Dynamics CRM
4 3 (3.33%) Oracle Financials
5 2 (2.22%) Cognos TM1
5 2 (2.22%) Oracle Applications
5 2 (2.22%) Oracle Procure-to-Pay
6 1 (1.11%) Investran
6 1 (1.11%) Oracle HRMS
6 1 (1.11%) Oracle Payroll
6 1 (1.11%) SAP Business ByDesign
6 1 (1.11%) SAP ERP
Cloud Services
1 1 (1.11%) Amazon AWS
1 1 (1.11%) Cloud Computing
1 1 (1.11%) Force.com
1 1 (1.11%) SaaS
1 1 (1.11%) SuccessFactors
Communications & Networking
1 3 (3.33%) Intranet
1 3 (3.33%) NAS
2 1 (1.11%) FTP
Database & Business Intelligence
1 22 (24.44%) Data Warehouse
2 12 (13.33%) Oracle Reports
3 9 (10.00%) Adabas
3 9 (10.00%) QlikView
3 9 (10.00%) SQL Server
4 8 (8.89%) Oracle Database
5 6 (6.67%) DataStage
6 5 (5.56%) Oracle Database 12c
6 5 (5.56%) SQL Server Reporting Services
7 4 (4.44%) Cognos Query Studio
7 4 (4.44%) OLAP
7 4 (4.44%) OLAP Cube
7 4 (4.44%) SAS Data Integration Studio
7 4 (4.44%) Star Schema
8 3 (3.33%) Big Data
8 3 (3.33%) SAS Enterprise Guide
8 3 (3.33%) SQL Server Integration Services
9 2 (2.22%) Base SAS
9 2 (2.22%) SAP Data Services
9 2 (2.22%) SAP HANA
Development Applications
1 3 (3.33%) Selenium
2 2 (2.22%) Cucumber
2 2 (2.22%) Git (software)
2 2 (2.22%) Jenkins
2 2 (2.22%) Maven
2 2 (2.22%) Visual Studio
3 1 (1.11%) JIRA
3 1 (1.11%) Oracle APEX
3 1 (1.11%) Oracle Forms
3 1 (1.11%) SQL Server Management Studio (SSMS)
3 1 (1.11%) Team Foundation Server
General
1 37 (41.11%) Finance
2 11 (12.22%) Banking
3 4 (4.44%) General Ledger
4 2 (2.22%) Front Office
4 2 (2.22%) Investment Banking
4 2 (2.22%) Law
5 1 (1.11%) Financial Institution
5 1 (1.11%) Legal
5 1 (1.11%) Marketing
5 1 (1.11%) Publishing
5 1 (1.11%) Retail
Job Titles
1 35 (38.89%) Analyst
2 18 (20.00%) Data Analyst
3 10 (11.11%) Developer
4 8 (8.89%) Business Analyst
4 8 (8.89%) Data Manager
4 8 (8.89%) Data Migration Manager
4 8 (8.89%) Migration Manager
4 8 (8.89%) Project Manager
4 8 (8.89%) Test Analyst
5 7 (7.78%) Senior Analyst
6 6 (6.67%) Data Migration Analyst
6 6 (6.67%) Data Migration Project Manager
6 6 (6.67%) Financial Analyst
6 6 (6.67%) Migration Analyst
6 6 (6.67%) Migration Project Manager
7 5 (5.56%) Consultant
7 5 (5.56%) Data Migration Lead
7 5 (5.56%) Oracle Developer
7 5 (5.56%) SQL Developer
7 5 (5.56%) Tester
Libraries, Frameworks & Software Standards
1 3 (3.33%) XML
2 2 (2.22%) .NET
3 1 (1.11%) COM
3 1 (1.11%) Mason
3 1 (1.11%) Oracle Fusion
3 1 (1.11%) Visualforce
Miscellaneous
1 21 (23.33%) Analytical Skills
2 11 (12.22%) Management Information System
3 10 (11.11%) Data Integration
4 9 (10.00%) Mainframe
5 4 (4.44%) User Experience
6 3 (3.33%) Foreign Exchange (FX)
7 2 (2.22%) Credit Risk
7 2 (2.22%) Data Centre
7 2 (2.22%) Derivative
8 1 (1.11%) Client/Server
8 1 (1.11%) Data Structures
8 1 (1.11%) Equities
8 1 (1.11%) Fixed Income
8 1 (1.11%) IBM Mainframe
8 1 (1.11%) iPad
8 1 (1.11%) Market Risk
8 1 (1.11%) Performance Metrics
8 1 (1.11%) Reference Data
Operating Systems
1 2 (2.22%) Android
1 2 (2.22%) Apple iOS
1 2 (2.22%) Linux
1 2 (2.22%) Unix
2 1 (1.11%) AIX
Processes & Methodologies
1 41 (45.56%) Migration
2 33 (36.67%) Data Analysis
2 33 (36.67%) Data Migration
3 26 (28.89%) ETL
4 22 (24.44%) Data Mapping
5 16 (17.78%) Data Modelling
6 14 (15.56%) Business Intelligence
7 12 (13.33%) Agile Software Development
8 10 (11.11%) Data Cleansing
8 10 (11.11%) ERP
8 10 (11.11%) Project Management
8 10 (11.11%) Validation
9 8 (8.89%) Business Analysis
9 8 (8.89%) Data Architecture
9 8 (8.89%) Data Transformation
9 8 (8.89%) Re-Platforming
10 7 (7.78%) Data Management
10 7 (7.78%) Test Scripting
11 6 (6.67%) Analytics
12 5 (5.56%) Asset Management
Programming Languages
1 32 (35.56%) SQL
2 9 (10.00%) NATURAL
3 7 (7.78%) PL/SQL
3 7 (7.78%) VBA
4 4 (4.44%) VB
5 3 (3.33%) Java
6 2 (2.22%) C
6 2 (2.22%) C#
6 2 (2.22%) T-SQL
7 1 (1.11%) Apex Code
7 1 (1.11%) PowerShell
7 1 (1.11%) VBScript
Qualifications
1 9 (10.00%) SC Cleared
1 9 (10.00%) Security Cleared
2 4 (4.44%) CIMA
3 2 (2.22%) Degree
3 2 (2.22%) ISEB
3 2 (2.22%) ISTQB
Quality Assurance & Compliance
1 15 (16.67%) Data Quality
2 7 (7.78%) QA
3 1 (1.11%) Solvency II
System Software
1 4 (4.44%) Active Directory
Systems Management
1 3 (3.33%) HP Quality Center
Vendors
1 28 (31.11%) Oracle
2 13 (14.44%) SAP
3 10 (11.11%) Microsoft
4 8 (8.89%) Cognos
4 8 (8.89%) Software AG
5 7 (7.78%) IBM
6 4 (4.44%) ServiceNow
7 3 (3.33%) EMC
7 3 (3.33%) Sybase
7 3 (3.33%) Teradata
8 2 (2.22%) Informatica
8 2 (2.22%) JD Edwards
8 2 (2.22%) Netezza
8 2 (2.22%) WorldPay
9 1 (1.11%) Bloomberg
9 1 (1.11%) FactSet
9 1 (1.11%) Mercator
9 1 (1.11%) Salesforce.com
9 1 (1.11%) StatPro
9 1 (1.11%) SunGard