The table below looks at the statistics for Data Transformation skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited Data Transformation over the 3 months to 26 February 2015 with a comparison to the same period in 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.

Location
3 months to
26 Feb 2015
Same period 2014 Same period 2013
Data Transformation
Rank 447 462 426
Rank change year-on-year
+15 -36
Contract jobs citing Data Transformation 112 92 83
As % of all contract IT jobs located in England 0.24% 0.20% 0.20%
As % of the Processes & Methodologies category 0.31% 0.26% 0.27%
Number of daily rates quoted 89 60 58
Average daily rate
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of your Daily Rate
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£425 £425 £400
Average daily rate % change year-on-year
- +6.25%
90% offered a daily rate of more than £300 £313 £306
10% offered a daily rate of more than £600 £575 £525
UK excluding London average daily rate £358 £425 £370
% change year-on-year
-15.88% +14.86%
Number of hourly rates quoted 4 1 0
Average hourly rate £25.05 £12.50 -
Average hourly rate % change year-on-year
+100.40% -
UK excluding London average hourly rate £24.00 £12.50 -
% change year-on-year
+92.00% -
Data Transformation
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
35681 34909 30371
As % of all contract IT jobs located in England 76.20% 75.38% 73.29%
Number of daily rates quoted 22883 21377 18449
Average daily rate £425 £409 £400
Average daily rate % change year-on-year
+4.03% +2.12%
90% offered a daily rate of more than £285 £275 £275
10% offered a daily rate of more than £575 £575 £575
UK excluding London average daily rate £400 £375 £363
% change year-on-year
+6.66% +3.44%
Number of hourly rates quoted 945 1091 1133
Average hourly rate £27.50 £27.50 £30.00
Average hourly rate % change year-on-year
- -8.33%
90% offered a hourly rate of more than £12.00 £12.31 £12.35
10% offered a hourly rate of more than £49.50 £47.50 £51.50
UK excluding London average hourly rate £29.00 £27.50 £31.50
% change year-on-year
+5.45% -12.69%

Data Transformation
Jobs Demand Trend in England

This chart provides a 3-month moving total of IT contractor jobs citing Data Transformation across the England region as a proportion of the total demand within the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in England

Data Transformation
Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Transformation across the England region.

Data Transformation Daily Rate Trend in England

Data Transformation
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation across the England region over the 3 months to 26 February 2015.

Data Transformation Daily Rate Histogram in England

Data Transformation
Hourly Rate Trend in England

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Transformation across the England region.

Data Transformation Hourly Rate Trend in England

Data Transformation
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing Data Transformation across the England region over the 3 months to 26 February 2015.

Data Transformation Hourly Rate Histogram in England

Data Transformation
Contract Job Locations in England

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing Data Transformation within the England region over the 3 months to 26 February 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +16 56 £450 - 13
North West -8 16 £350 -30.00% 3
South East -19 13 £375 -9.63% 4
East Midlands +4 6 £425 - 1
Yorkshire -1 6 £410 -
West Midlands -12 6 £275 -35.29%
South West -5 3 £238 -13.63% 1
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 26 February 2015, IT contractor jobs across the England region citing Data Transformation also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Transformation.

1 103 (45.78%) SQL
2 65 (28.89%) ETL
3 63 (28.00%) Migration
4 61 (27.11%) Oracle
5 59 (26.22%) Data Warehouse
6 57 (25.33%) SQL Server
7 55 (24.44%) Finance
8 54 (24.00%) SQL Server Integration Services
9 53 (23.56%) Business Intelligence
10 45 (20.00%) Data Modelling
11 42 (18.67%) Data Analysis
12 41 (18.22%) Data Migration
13 38 (16.89%) Agile Software Development
14 35 (15.56%) Microsoft
15 34 (15.11%) Banking
16 31 (13.78%) SAP
17 25 (11.11%) Relational Database
17 25 (11.11%) Analytical Skills
18 24 (10.67%) SQL Server 2008
19 23 (10.22%) User Acceptance Testing
19 23 (10.22%) PL/SQL
19 23 (10.22%) MS Excel
20 22 (9.78%) Validation
20 22 (9.78%) Informatica
21 21 (9.33%) Web Services
21 21 (9.33%) Data Mapping
22 20 (8.89%) Data Quality
22 20 (8.89%) Data Structures
22 20 (8.89%) T-SQL
23 19 (8.44%) SQL Server Reporting Services

Data Transformation
Top Related IT Skills in England by Category

For the 6 months to 26 February 2015, IT contractor jobs across the England region citing Data Transformation also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited Data Transformation. Up to 20 skills are shown per category.

Application Platforms
1 11 (4.89%) SAS
2 4 (1.78%) SharePoint
3 1 (0.44%) PowerExchange
3 1 (0.44%) ArcGIS
3 1 (0.44%) Apache Pig
3 1 (0.44%) Elasticsearch
Applications
1 23 (10.22%) MS Excel
2 15 (6.67%) MS Office
3 5 (2.22%) MS Visio
4 3 (1.33%) MS PowerPoint
5 2 (0.89%) SPSS
5 2 (0.89%) MS Project
6 1 (0.44%) Spreadsheet
6 1 (0.44%) Weka
Business Applications
1 13 (5.78%) SAP BPC
2 12 (5.33%) Agresso
3 9 (4.00%) Oracle EBS
4 7 (3.11%) SAP MM
5 5 (2.22%) Cognos Business Intelligence
5 5 (2.22%) Oracle EBS R12
6 3 (1.33%) SAP PP
7 2 (0.89%) Oracle Applications
7 2 (0.89%) Oracle General Ledger
7 2 (0.89%) Teamcenter
7 2 (0.89%) Oracle Payables
7 2 (0.89%) Oracle Receivables
7 2 (0.89%) Oracle Assets
8 1 (0.44%) SAP CO
8 1 (0.44%) SAP FI/CO
8 1 (0.44%) Oracle ERP
8 1 (0.44%) SAP FI
8 1 (0.44%) Oracle 11i
Cloud Services
1 2 (0.89%) Amazon EC2
1 2 (0.89%) Amazon S3
1 2 (0.89%) Amazon AWS
1 2 (0.89%) GitHub
1 2 (0.89%) Amazon EMR
Communications & Networking
1 2 (0.89%) LAN
1 2 (0.89%) WAN
1 2 (0.89%) FTP
1 2 (0.89%) Internet
1 2 (0.89%) Firewall
1 2 (0.89%) SSH
1 2 (0.89%) OpenLDAP
Database & Business Intelligence
1 59 (26.22%) Data Warehouse
2 57 (25.33%) SQL Server
3 54 (24.00%) SQL Server Integration Services
4 25 (11.11%) Relational Database
5 24 (10.67%) SQL Server 2008
6 19 (8.44%) SQL Server Reporting Services
7 17 (7.56%) PowerCenter
8 15 (6.67%) Data Mining
8 15 (6.67%) SQL Server Analysis Services
9 14 (6.22%) RDBMS
10 9 (4.00%) Star Schema
10 9 (4.00%) MS Access
11 8 (3.56%) Oracle Database
12 7 (3.11%) QlikView
12 7 (3.11%) Oracle Database 11g
12 7 (3.11%) Oracle Database 10g
12 7 (3.11%) DTS
13 6 (2.67%) OLAP
13 6 (2.67%) Cognos Framework Manager
14 5 (2.22%) SQL Server 2000
Development Applications
1 11 (4.89%) SQL Server Management Studio (SSMS)
2 6 (2.67%) Toad
3 5 (2.22%) Oracle Forms
3 5 (2.22%) Team Foundation Server
4 4 (1.78%) Visual Studio
4 4 (1.78%) TestDirector
5 3 (1.33%) QuickTest Pro
5 3 (1.33%) AccuRev
6 2 (0.89%) Zend Studio
6 2 (0.89%) ERwin
6 2 (0.89%) PHPUnit
6 2 (0.89%) Jenkins
7 1 (0.44%) JIRA
7 1 (0.44%) ReSharper
General
1 55 (24.44%) Finance
2 34 (15.11%) Banking
3 11 (4.89%) Retail
4 9 (4.00%) Investment Banking
5 6 (2.67%) Marketing
6 4 (1.78%) Retail Banking
7 2 (0.89%) Billing
7 2 (0.89%) Legal
7 2 (0.89%) Manufacturing
8 1 (0.44%) Advertising
8 1 (0.44%) General Ledger
Job Titles
1 77 (34.22%) Analyst
2 68 (30.22%) Developer
3 46 (20.44%) Data Analyst
4 23 (10.22%) SQL Developer
5 18 (8.00%) Business Analyst
6 15 (6.67%) Consultant
7 13 (5.78%) Business Intelligence Developer
8 12 (5.33%) Informatica Developer
9 10 (4.44%) Architect
9 10 (4.44%) Report Analyst
9 10 (4.44%) ETL Developer
9 10 (4.44%) SAP Data Analyst
9 10 (4.44%) SAP Analyst
10 9 (4.00%) MI Analyst
11 8 (3.56%) Project Manager
12 7 (3.11%) Oracle Developer
12 7 (3.11%) Functional Analyst
12 7 (3.11%) SAP Functional Analyst
13 6 (2.67%) .NET Developer
13 6 (2.67%) Data Warehouse Developer
Libraries, Frameworks & Software Standards
1 21 (9.33%) Web Services
2 17 (7.56%) .NET
3 12 (5.33%) ASP.NET
4 10 (4.44%) XML
5 8 (3.56%) HTML
6 4 (1.78%) Zend Framework
6 4 (1.78%) WCF
7 3 (1.33%) CSS
7 3 (1.33%) LINQ
7 3 (1.33%) ASP.NET MVC
8 2 (0.89%) RESTful
8 2 (0.89%) SOAP
8 2 (0.89%) Middleware
8 2 (0.89%) EDIFACT
8 2 (0.89%) LAMP
8 2 (0.89%) JSON
8 2 (0.89%) COM
9 1 (0.44%) ADO.NET
9 1 (0.44%) XSD
9 1 (0.44%) DOM
Miscellaneous
1 25 (11.11%) Analytical Skills
2 20 (8.89%) Data Structures
3 19 (8.44%) Data Integration
4 17 (7.56%) Management Information System
5 12 (5.33%) Data Conversion
6 6 (2.67%) Data Extraction
7 4 (1.78%) NHS
7 4 (1.78%) GIS
8 3 (1.33%) Clustering
8 3 (1.33%) Taxonomies
9 2 (0.89%) Mainframe
9 2 (0.89%) Blog
9 2 (0.89%) Credit Risk
9 2 (0.89%) Algorithms
9 2 (0.89%) Visualisation
9 2 (0.89%) Hedge funds
9 2 (0.89%) SWIFT
9 2 (0.89%) Enterprise Software
10 1 (0.44%) IBM Mainframe
10 1 (0.44%) Reference Data
Operating Systems
1 11 (4.89%) UNIX
2 4 (1.78%) Windows
3 2 (0.89%) Ubuntu
3 2 (0.89%) CentOS
4 1 (0.44%) AIX
4 1 (0.44%) Linux
Processes & Methodologies
1 65 (28.89%) ETL
2 63 (28.00%) Migration
3 53 (23.56%) Business Intelligence
4 45 (20.00%) Data Modelling
5 42 (18.67%) Data Analysis
6 41 (18.22%) Data Migration
7 38 (16.89%) Agile Software Development
8 23 (10.22%) User Acceptance Testing
9 22 (9.78%) Validation
10 21 (9.33%) Data Mapping
11 17 (7.56%) Project Management
12 16 (7.11%) ERP
13 14 (6.22%) Data Governance
14 13 (5.78%) Analytics
14 13 (5.78%) Stakeholder Management
14 13 (5.78%) Data Management
14 13 (5.78%) Data Cleansing
15 12 (5.33%) CRM
15 12 (5.33%) B2B
15 12 (5.33%) Kimball Methodology
Programming Languages
1 103 (45.78%) SQL
2 23 (10.22%) PL/SQL
3 20 (8.89%) T-SQL
4 13 (5.78%) Java
5 11 (4.89%) VB
6 10 (4.44%) VB.NET
7 8 (3.56%) C#
8 5 (2.22%) PHP
8 5 (2.22%) Python
9 2 (0.89%) Shell Script
9 2 (0.89%) VBA
9 2 (0.89%) Perl
9 2 (0.89%) Bash Shell
10 1 (0.44%) C++
10 1 (0.44%) COBOL
10 1 (0.44%) ABAP
10 1 (0.44%) C
10 1 (0.44%) JCL
10 1 (0.44%) VB6
10 1 (0.44%) Ruby
Qualifications
1 13 (5.78%) Degree
2 12 (5.33%) Security Cleared
3 10 (4.44%) ISTQB
3 10 (4.44%) ISEB
4 8 (3.56%) SC Cleared
5 2 (0.89%) PRINCE2 Practitioner
5 2 (0.89%) Cisco Certification
5 2 (0.89%) CCIE
5 2 (0.89%) ITIL Certification
5 2 (0.89%) ISTQB Foundation Certification
6 1 (0.44%) VCP4
6 1 (0.44%) IIBA
6 1 (0.44%) PRINCE2 Certification
Quality Assurance & Compliance
1 20 (8.89%) Data Quality
2 14 (6.22%) QA
3 2 (0.89%) Solvency II
4 1 (0.44%) SLA
4 1 (0.44%) Sarbanes-Oxley
System Software
1 2 (0.89%) VMware Infrastructure
2 1 (0.44%) HDFS
Systems Management
1 2 (0.89%) Puppet
1 2 (0.89%) Opscode Chef
2 1 (0.44%) HP Quality Center
2 1 (0.44%) Oozie
Vendors
1 61 (27.11%) Oracle
2 35 (15.56%) Microsoft
3 31 (13.78%) SAP
4 22 (9.78%) Informatica
5 8 (3.56%) Siebel
6 6 (2.67%) Cognos
6 6 (2.67%) ServiceNow
7 5 (2.22%) IBM
7 5 (2.22%) Business Objects
8 4 (1.78%) Teradata
8 4 (1.78%) Zend
9 3 (1.33%) Tableau
9 3 (1.33%) HP
9 3 (1.33%) Trillium
10 2 (0.89%) Cisco
10 2 (0.89%) Salesforce.com
10 2 (0.89%) Citrix
10 2 (0.89%) PeopleSoft
10 2 (0.89%) Ab Initio
10 2 (0.89%) VMware
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