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 28 July 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
28 Jul 2016
Same period 2015 Same period 2014
Data Reconciliation
Rank 614 584 568
Rank change year-on-year
-30 -16
Contract jobs citing Data Reconciliation 37 62 50
As % of all contract IT jobs located in the UK 0.069% 0.11% 0.091%
As % of the Processes & Methodologies category 0.083% 0.14% 0.12%
Number of daily rates quoted 23 40 33
Median daily rate £413 £400 £375
Median daily rate % change year-on-year
+3.12% +6.66%
90% offered a daily rate of more than £300 £344 £300
10% offered a daily rate of more than £600 £528 £535
UK excluding London median daily rate £310 £388 £325
% change year-on-year
-20.12% +19.23%
Number of hourly rates quoted 0 1 0
Median hourly rate - £19.50 -
UK excluding London median hourly rate - £19.50 -

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
44682 45591 43036
As % of all contract IT jobs located in the UK 82.74% 79.87% 78.59%
Number of daily rates quoted 29538 29583 26703
Median daily rate £435 £413 £400
Median daily rate % change year-on-year
+5.45% +3.12%
90% offered a daily rate of more than £295 £280 £275
10% offered a daily rate of more than £600 £575 £560
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 1052 1197 1205
Median hourly rate £28.50 £28.50 £25.00
Median hourly rate % change year-on-year
- +14.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £52.00 £52.17 £47.50
UK excluding London median hourly rate £30.00 £30.00 £26.98
% change year-on-year
- +11.21%

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 28 July 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 19 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 28 July 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 -33 36 £413 - 3
London +9 26 £450 +10.76% 3
South East +6 5 £269 -38.16%
City of London +47 4 £350 -10.54%
West Midlands -38 3 £350 +27.27%
Berkshire - 3 £269 -
Croydon - 3 £300 -
Teddington - 2 £413 -
Stoke-on-Trent - 2 - -
Middlesex - 2 - -
Staffordshire - 2 - -
Edinburgh -3 1 - -
Manchester -4 1 - -
North West -5 1 - -
Scotland -8 1 - -
East Midlands - 1 - -
Northamptonshire - 1 - -
Reading - 1 £350 -
Northampton - 1 - -

Data Reconciliation
Top 30 Related IT Skills

For the 6 months to 28 July 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 42 (48.28%) Migration
2 41 (47.13%) Finance
3 33 (37.93%) Data Migration
4 29 (33.33%) Data Analysis
4 29 (33.33%) SQL
4 29 (33.33%) Oracle
5 28 (32.18%) ETL
6 23 (26.44%) Data Warehouse
7 18 (20.69%) Data Mapping
7 18 (20.69%) Analytical Skills
8 16 (18.39%) Oracle Reports
9 15 (17.24%) SQL Server
9 15 (17.24%) Data Quality
10 12 (13.79%) Data Cleansing
10 12 (13.79%) Cognos
10 12 (13.79%) Data Modelling
11 11 (12.64%) Business Intelligence
12 10 (11.49%) Validation
12 10 (11.49%) Data Integration
13 9 (10.34%) Management Information System
13 9 (10.34%) Microsoft
13 9 (10.34%) SAP
13 9 (10.34%) Data Transformation
14 8 (9.20%) MS Excel
14 8 (9.20%) Project Management
14 8 (9.20%) Oracle EBS
14 8 (9.20%) QA
15 7 (8.05%) QlikView
15 7 (8.05%) Banking
15 7 (8.05%) Data Management

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 (4.60%) SAS
1 4 (4.60%) SharePoint
2 2 (2.30%) MS Exchange
Applications
1 8 (9.20%) MS Excel
2 5 (5.75%) MS Office
3 1 (1.15%) MS PowerPoint
3 1 (1.15%) MS Project
Business Applications
1 8 (9.20%) Oracle EBS
2 7 (8.05%) Oracle EBS R12
3 5 (5.75%) HFM
4 4 (4.60%) Hyperion Planning
4 4 (4.60%) Oracle Financials
5 3 (3.45%) Dynamics CRM
6 2 (2.30%) Cognos TM1
6 2 (2.30%) Oracle Applications
6 2 (2.30%) Oracle ERP
6 2 (2.30%) Oracle Procure-to-Pay
7 1 (1.15%) Investran
7 1 (1.15%) Oracle HRMS
7 1 (1.15%) Oracle Payroll
7 1 (1.15%) SAP Business ByDesign
Cloud Services
1 1 (1.15%) Amazon AWS
1 1 (1.15%) Cloud Computing
1 1 (1.15%) Force.com
1 1 (1.15%) SaaS
1 1 (1.15%) SuccessFactors
Communications & Networking
1 2 (2.30%) Intranet
1 2 (2.30%) NAS
2 1 (1.15%) FTP
Database & Business Intelligence
1 23 (26.44%) Data Warehouse
2 16 (18.39%) Oracle Reports
3 15 (17.24%) SQL Server
4 7 (8.05%) Oracle Database
4 7 (8.05%) QlikView
5 6 (6.90%) DataStage
5 6 (6.90%) SQL Server Reporting Services
6 5 (5.75%) Hyperion Smart View
6 5 (5.75%) Oracle Database 12c
7 4 (4.60%) Adabas
7 4 (4.60%) Cognos Query Studio
7 4 (4.60%) SQL Server Integration Services
7 4 (4.60%) Star Schema
8 3 (3.45%) Essbase
9 2 (2.30%) Base SAS
9 2 (2.30%) MS Access
9 2 (2.30%) OLAP
9 2 (2.30%) Oracle Database 10g
9 2 (2.30%) Oracle Database 11g
9 2 (2.30%) SAP BW
Development Applications
1 3 (3.45%) Selenium
1 3 (3.45%) Visual Studio
2 2 (2.30%) Cucumber
2 2 (2.30%) Git (software)
2 2 (2.30%) Jenkins
2 2 (2.30%) Maven
2 2 (2.30%) Oracle APEX
3 1 (1.15%) JIRA
3 1 (1.15%) SQL Server Management Studio (SSMS)
3 1 (1.15%) Team Foundation Server
General
1 41 (47.13%) Finance
2 7 (8.05%) Banking
3 4 (4.60%) General Ledger
4 2 (2.30%) Publishing
5 1 (1.15%) Financial Institution
5 1 (1.15%) Law
5 1 (1.15%) Legal
5 1 (1.15%) Marketing
Job Titles
1 40 (45.98%) Analyst
2 23 (26.44%) Data Analyst
3 10 (11.49%) Test Analyst
4 9 (10.34%) Consultant
5 7 (8.05%) SQL Analyst
6 6 (6.90%) Business Analyst
6 6 (6.90%) Data Migration Analyst
6 6 (6.90%) Developer
6 6 (6.90%) Financial Analyst
6 6 (6.90%) Migration Analyst
7 5 (5.75%) Architect
7 5 (5.75%) Data Consultant
7 5 (5.75%) Data Manager
7 5 (5.75%) Data Migration Lead
7 5 (5.75%) Data Migration Manager
7 5 (5.75%) ETL Analyst
7 5 (5.75%) Migration Manager
7 5 (5.75%) Senior Analyst
7 5 (5.75%) SQL Developer
7 5 (5.75%) Tester
Libraries, Frameworks & Software Standards
1 2 (2.30%) .NET
1 2 (2.30%) XML
2 1 (1.15%) COM
2 1 (1.15%) Mason
2 1 (1.15%) Oracle Fusion
2 1 (1.15%) Visualforce
Miscellaneous
1 18 (20.69%) Analytical Skills
2 10 (11.49%) Data Integration
3 9 (10.34%) Management Information System
4 4 (4.60%) Mainframe
5 2 (2.30%) Credit Risk
5 2 (2.30%) Data Centre
5 2 (2.30%) Derivative
5 2 (2.30%) User Experience
6 1 (1.15%) Client/Server
6 1 (1.15%) Data Structures
6 1 (1.15%) Distributed Denial-of-Service
6 1 (1.15%) Equities
6 1 (1.15%) Fixed Income
6 1 (1.15%) Foreign Exchange (FX)
6 1 (1.15%) iPad
6 1 (1.15%) Market Risk
6 1 (1.15%) Performance Metrics
6 1 (1.15%) Reference Data
Operating Systems
1 3 (3.45%) Unix
2 2 (2.30%) Android
2 2 (2.30%) Apple iOS
2 2 (2.30%) Linux
3 1 (1.15%) AIX
Processes & Methodologies
1 42 (48.28%) Migration
2 33 (37.93%) Data Migration
3 29 (33.33%) Data Analysis
4 28 (32.18%) ETL
5 18 (20.69%) Data Mapping
6 12 (13.79%) Data Cleansing
6 12 (13.79%) Data Modelling
7 11 (12.64%) Business Intelligence
8 10 (11.49%) Validation
9 9 (10.34%) Data Transformation
10 8 (9.20%) Project Management
11 7 (8.05%) Agile Software Development
11 7 (8.05%) Analytics
11 7 (8.05%) Data Management
12 5 (5.75%) Automated Testing
12 5 (5.75%) Change Data Capture
12 5 (5.75%) Data Analytics
12 5 (5.75%) Software License Management
12 5 (5.75%) Software Testing
12 5 (5.75%) Test Scripting
Programming Languages
1 29 (33.33%) SQL
2 4 (4.60%) NATURAL
2 4 (4.60%) PL/SQL
2 4 (4.60%) VB
2 4 (4.60%) VBA
3 3 (3.45%) Java
4 2 (2.30%) C#
4 2 (2.30%) T-SQL
4 2 (2.30%) VBScript
5 1 (1.15%) Apex Code
5 1 (1.15%) C
5 1 (1.15%) PowerShell
Qualifications
1 6 (6.90%) ISEB
1 6 (6.90%) ISTQB
2 4 (4.60%) CIMA
2 4 (4.60%) SC Cleared
2 4 (4.60%) Security Cleared
3 3 (3.45%) Degree
Quality Assurance & Compliance
1 15 (17.24%) Data Quality
2 8 (9.20%) QA
3 1 (1.15%) Solvency II
System Software
1 3 (3.45%) Active Directory
Systems Management
1 3 (3.45%) HP Quality Center
Vendors
1 29 (33.33%) Oracle
2 12 (13.79%) Cognos
3 9 (10.34%) Microsoft
3 9 (10.34%) SAP
4 6 (6.90%) IBM
5 4 (4.60%) Hyperion
5 4 (4.60%) ServiceNow
5 4 (4.60%) Software AG
6 3 (3.45%) Teradata
6 3 (3.45%) WorldPay
7 2 (2.30%) EMC
7 2 (2.30%) JD Edwards
8 1 (1.15%) Bloomberg
8 1 (1.15%) Mercator
8 1 (1.15%) Netezza
8 1 (1.15%) Salesforce.com
8 1 (1.15%) Siebel
8 1 (1.15%) StatPro
8 1 (1.15%) SunGard
8 1 (1.15%) Sybase
London
LA International
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London
Next Ventures Limited
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