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 contractor rates offered in IT contracts that have cited Data Transformation over the 3 months to 25 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
25 Jul 2016
Same period 2015 Same period 2014
Data Transformation
Rank 471 478 467
Rank change year-on-year
+7 -11
Contract jobs citing Data Transformation 153 141 120
As % of all contract IT jobs located in England 0.31% 0.27% 0.25%
As % of the Processes & Methodologies category 0.37% 0.34% 0.31%
Number of daily rates quoted 85 88 91
Median daily rate £425 £450 £425
Median daily rate % change year-on-year
-5.55% +5.88%
90% offered a daily rate of more than £350 £272 £310
10% offered a daily rate of more than £580 £575 £550
UK excluding London median daily rate £400 £345 £355
% change year-on-year
+15.94% -2.81%
Number of hourly rates quoted 0 3 0
Median hourly rate - £24.00 -
UK excluding London median hourly rate - £24.00 -
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
41405 41278 38388
As % of all contract IT jobs located in England 83.00% 79.99% 78.94%
Number of daily rates quoted 27604 27297 24281
Median daily rate £450 £420 £404
Median daily rate % change year-on-year
+7.14% +4.08%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 950 1073 1105
Median hourly rate £28.50 £27.50 £25.00
Median hourly rate % change year-on-year
+3.63% +10.00%
90% offered a hourly rate of more than £12.58 £12.50 £13.00
10% offered a hourly rate of more than £51.50 £52.31 £45.00
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

Data Transformation
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing Data Transformation as a proportion of all IT contracts with a match in 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 25 July 2016.

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
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Transformation within the England region over the 3 months to 25 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
London +19 86 £434 -8.68% 7
North West +9 14 £400 +33.33% 1
South East -4 14 £390 -13.33% 6
East of England +16 12 £363 +16.93% 1
West Midlands -26 11 £450 +38.46%
East Midlands -3 7 £578 +62.10%
South West -6 5 £370 +11.69% 3
Yorkshire - 4 £700 -
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 25 July 2016, IT contractor jobs citing Data Transformation also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the England region with a requirement for Data Transformation.

1 130 (40.37%) SQL
2 118 (36.65%) Data Modelling
3 115 (35.71%) Business Intelligence
4 111 (34.47%) Finance
5 104 (32.30%) ETL
6 89 (27.64%) Data Quality
7 85 (26.40%) Migration
8 83 (25.78%) Data Warehouse
9 82 (25.47%) Oracle
10 77 (23.91%) Agile Software Development
11 76 (23.60%) Data Management
12 67 (20.81%) Data Migration
13 64 (19.88%) SQL Server
14 61 (18.94%) Data Architecture
15 56 (17.39%) Analytics
16 53 (16.46%) Analytical Skills
17 51 (15.84%) Informatica
18 45 (13.98%) Data Analysis
18 45 (13.98%) Data Integration
19 43 (13.35%) Master Data Management
19 43 (13.35%) Microsoft
20 38 (11.80%) Data Cleansing
21 37 (11.49%) Security Cleared
22 36 (11.18%) SAP
23 34 (10.56%) SQL Server Integration Services
23 34 (10.56%) Data Governance
23 34 (10.56%) Big Data
23 34 (10.56%) Relational Database
24 33 (10.25%) SC Cleared
25 32 (9.94%) SAS

Data Transformation
Top Related IT Skills in England 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 32 (9.94%) SAS
2 10 (3.11%) NetWeaver
3 8 (2.48%) Confluence
4 7 (2.17%) SharePoint
5 5 (1.55%) Apache Spark
5 5 (1.55%) JBoss
5 5 (1.55%) Oracle Service Bus
6 3 (0.93%) Apache
6 3 (0.93%) BizTalk Server
6 3 (0.93%) PowerExchange
6 3 (0.93%) WebSphere
7 2 (0.62%) Facebook Platform
8 1 (0.31%) Elasticsearch
Applications
1 26 (8.07%) MS Excel
2 11 (3.42%) MS Office
3 9 (2.80%) MS PowerPoint
3 9 (2.80%) MS Visio
4 2 (0.62%) SPSS
5 1 (0.31%) MS Project
5 1 (0.31%) Weka
Business Applications
1 10 (3.11%) SAP MDM
2 9 (2.80%) Oracle EBS
3 8 (2.48%) Oracle EBS R12
4 6 (1.86%) SAP Oil and Gas
5 5 (1.55%) Oracle Financials
6 4 (1.24%) Dynamics CRM
7 3 (0.93%) Maximo
7 3 (0.93%) Oracle Assets
7 3 (0.93%) Oracle Cash Management
7 3 (0.93%) Oracle General Ledger
7 3 (0.93%) Oracle Payables
7 3 (0.93%) Oracle Receivables
8 2 (0.62%) CA PPM
8 2 (0.62%) Hyperion Planning
8 2 (0.62%) Radian6
8 2 (0.62%) WebTrends
9 1 (0.31%) ENOVIA
9 1 (0.31%) Oracle Applications
Cloud Services
1 6 (1.86%) Microsoft Azure
2 4 (1.24%) Boomi
2 4 (1.24%) SaaS
3 3 (0.93%) Google Analytics
3 3 (0.93%) Google Apps
4 2 (0.62%) AdWords
4 2 (0.62%) SuccessFactors
5 1 (0.31%) Amazon AWS
Communications & Networking
1 9 (2.80%) FTP
2 4 (1.24%) Internet
2 4 (1.24%) SSH
3 3 (0.93%) Firewall
4 2 (0.62%) ATM
4 2 (0.62%) DSL
5 1 (0.31%) Kerberos
Database & Business Intelligence
1 83 (25.78%) Data Warehouse
2 64 (19.88%) SQL Server
3 34 (10.56%) Big Data
3 34 (10.56%) Relational Database
3 34 (10.56%) SQL Server Integration Services
4 28 (8.70%) Hadoop
5 25 (7.76%) SQL Server Reporting Services
6 22 (6.83%) Apache Hive
7 20 (6.21%) SQL Server Analysis Services
8 19 (5.90%) BusinessObjects
8 19 (5.90%) Enterprise Data Warehouse
9 18 (5.59%) HBase
9 18 (5.59%) Pentaho
9 18 (5.59%) PostgreSQL
10 17 (5.28%) MongoDB
11 16 (4.97%) SQL Server 2014
12 15 (4.66%) Oracle Database
13 14 (4.35%) SQL Server 2012
14 11 (3.42%) IBM InfoSphere
15 10 (3.11%) Data Mining
Development Applications
1 20 (6.21%) ERwin
2 12 (3.73%) JIRA
3 9 (2.80%) Team Foundation Server
4 7 (2.17%) Visual Studio
5 4 (1.24%) Git (software)
5 4 (1.24%) Zephyr
6 3 (0.93%) SQL Server Management Studio (SSMS)
7 2 (0.62%) Atlassian Bamboo
7 2 (0.62%) Cucumber
7 2 (0.62%) Jenkins
7 2 (0.62%) Maven
7 2 (0.62%) Talend Open Studio
8 1 (0.31%) PowerDesigner
8 1 (0.31%) Selenium
8 1 (0.31%) WebDriver
General
1 111 (34.47%) Finance
2 28 (8.70%) Banking
3 16 (4.97%) Marketing
4 9 (2.80%) Pharmaceutical
4 9 (2.80%) Retail
5 8 (2.48%) Advertising
5 8 (2.48%) Manufacturing
6 7 (2.17%) Back Office
6 7 (2.17%) Electronics
7 6 (1.86%) General Ledger
7 6 (1.86%) Telecoms
8 3 (0.93%) Front Office
8 3 (0.93%) Legal
9 2 (0.62%) Automotive
9 2 (0.62%) Investment Banking
9 2 (0.62%) Retail Banking
10 1 (0.31%) Billing
10 1 (0.31%) Games
10 1 (0.31%) International Banking
10 1 (0.31%) Publishing
Job Titles
1 93 (28.88%) Analyst
2 76 (23.60%) Architect
3 73 (22.67%) Data Analyst
4 62 (19.25%) Developer
5 40 (12.42%) Data Architect
6 28 (8.70%) Business Analyst
7 24 (7.45%) Data Business Analyst
8 21 (6.52%) Consultant
8 21 (6.52%) SQL Developer
9 19 (5.90%) Enterprise Architect
10 14 (4.35%) Enterprise Data Architect
10 14 (4.35%) Senior Architect
10 14 (4.35%) Solutions Architect
11 13 (4.04%) Data Migration Lead
12 12 (3.73%) Business Data Analyst
13 11 (3.42%) Senior Data Architect
14 10 (3.11%) Financial Analyst
14 10 (3.11%) Software Architect
15 9 (2.80%) Data Consultant
15 9 (2.80%) ETL Developer
Libraries, Frameworks & Software Standards
1 29 (9.01%) XML
2 18 (5.59%) Web Services
3 15 (4.66%) .NET
3 15 (4.66%) SOAP
4 11 (3.42%) Middleware
5 10 (3.11%) REST
5 10 (3.11%) RESTful
5 10 (3.11%) XML Schema
5 10 (3.11%) XSLT
6 8 (2.48%) XSD
7 5 (1.55%) ASP.NET Web API
7 5 (1.55%) JMS
7 5 (1.55%) MDX
7 5 (1.55%) Spring
7 5 (1.55%) WCF
8 4 (1.24%) .NET Framework
8 4 (1.24%) ASP.NET
8 4 (1.24%) Gherkin
8 4 (1.24%) JSON
9 3 (0.93%) WebSphere MQ
Miscellaneous
1 53 (16.46%) Analytical Skills
2 45 (13.98%) Data Integration
3 31 (9.63%) Management Information System
3 31 (9.63%) Visualisation
4 27 (8.39%) Algorithms
5 22 (6.83%) Data Structures
6 18 (5.59%) Data Extraction
7 17 (5.28%) Data Conversion
8 13 (4.04%) Enterprise Software
9 12 (3.73%) Derivative
10 11 (3.42%) Statistics
11 7 (2.17%) Data Centre
12 6 (1.86%) Reference Data
13 4 (1.24%) Client/Server
13 4 (1.24%) Computer Science
13 4 (1.24%) Hybrid Cloud
14 3 (0.93%) Informatics
14 3 (0.93%) Replication
15 2 (0.62%) Credit Risk
15 2 (0.62%) NHS
Operating Systems
1 26 (8.07%) Unix
2 16 (4.97%) Linux
3 10 (3.11%) Windows
4 3 (0.93%) Red Hat Enterprise Linux
5 2 (0.62%) Windows Server
6 1 (0.31%) AIX
Processes & Methodologies
1 118 (36.65%) Data Modelling
2 115 (35.71%) Business Intelligence
3 104 (32.30%) ETL
4 85 (26.40%) Migration
5 77 (23.91%) Agile Software Development
6 76 (23.60%) Data Management
7 67 (20.81%) Data Migration
8 61 (18.94%) Data Architecture
9 56 (17.39%) Analytics
10 45 (13.98%) Data Analysis
11 43 (13.35%) Master Data Management
12 38 (11.80%) Data Cleansing
13 34 (10.56%) Data Governance
14 30 (9.32%) Validation
15 29 (9.01%) Data Mapping
16 28 (8.70%) Logical Data Model
17 24 (7.45%) Open Source
18 23 (7.14%) Physical Data Model
18 23 (7.14%) Programme Management
19 21 (6.52%) Data Visualisation
Programming Languages
1 130 (40.37%) SQL
2 30 (9.32%) T-SQL
3 25 (7.76%) Python
4 23 (7.14%) Java
5 21 (6.52%) Shell Script
6 20 (6.21%) JavaScript
7 17 (5.28%) R
8 14 (4.35%) C++
9 12 (3.73%) C#
10 7 (2.17%) SAS Macro
11 5 (1.55%) PL/SQL
11 5 (1.55%) XQuery
12 4 (1.24%) Scala
12 4 (1.24%) XAML
13 3 (0.93%) Perl
13 3 (0.93%) Ruby
13 3 (0.93%) VB
13 3 (0.93%) VBA
14 2 (0.62%) ActionScript
14 2 (0.62%) PHP
Qualifications
1 37 (11.49%) Security Cleared
2 33 (10.25%) SC Cleared
3 17 (5.28%) Degree
4 8 (2.48%) CIMA
5 5 (1.55%) BPSS Clearance
6 3 (0.93%) ISEB
6 3 (0.93%) ISTQB
7 2 (0.62%) DV Cleared
8 1 (0.31%) CTC Cleared
8 1 (0.31%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 89 (27.64%) Data Quality
2 17 (5.28%) QA
3 3 (0.93%) ISO20022
4 2 (0.62%) Disclosure Scotland
5 1 (0.31%) HL7
5 1 (0.31%) ISO 14001
5 1 (0.31%) ISO 9001
System Software
1 8 (2.48%) Active Directory
2 7 (2.17%) Docker
3 3 (0.93%) Hyper-V
3 3 (0.93%) VMware Infrastructure
4 1 (0.31%) Apache Flume
4 1 (0.31%) GridGain
Systems Management
1 7 (2.17%) Opscode Chef
2 1 (0.31%) Control-M
2 1 (0.31%) HP Quality Center
2 1 (0.31%) Oracle EDQ
Vendors
1 82 (25.47%) Oracle
2 51 (15.84%) Informatica
3 43 (13.35%) Microsoft
4 36 (11.18%) SAP
5 23 (7.14%) Tableau
6 18 (5.59%) CA
7 12 (3.73%) Teradata
8 9 (2.80%) Sybase
9 7 (2.17%) Netezza
10 6 (1.86%) Google
11 5 (1.55%) Atlassian
11 5 (1.55%) HP
11 5 (1.55%) Red Hat
12 4 (1.24%) Dell
12 4 (1.24%) Salesforce.com
13 3 (0.93%) i2
13 3 (0.93%) IBM
13 3 (0.93%) PeopleSoft
13 3 (0.93%) VMware
14 2 (0.62%) Siebel
Middlesex
Lorien Resourcing
Posted: 5 days ago
London
McGregor Boyall
Rate: £450 - £550 per day
Posted: 5 days ago
Uxbridge, Middlesex
Lorien Resourcing
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London
Next Ventures Limited
Posted: 11 days ago