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 27 May 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
27 May 2016
Same period 2015 Same period 2014
Data Transformation
Rank 457 472 506
Rank change year-on-year
+15 +34
Contract jobs citing Data Transformation 172 134 91
As % of all contract IT jobs located in England 0.34% 0.27% 0.19%
As % of the Processes & Methodologies category 0.42% 0.34% 0.24%
Number of daily rates quoted 119 90 70
Median daily rate £450 £421 £448
Median daily rate % change year-on-year
+6.88% -5.92%
90% offered a daily rate of more than £370 £300 £275
10% offered a daily rate of more than £700 £553 £575
UK excluding London median daily rate £450 £369 £375
% change year-on-year
+22.03% -1.66%
Number of hourly rates quoted 0 1 0
Median hourly rate - £19.72 -
UK excluding London median hourly rate - - £27.50
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
41115 39220 37496
As % of all contract IT jobs located in England 82.13% 79.37% 78.06%
Number of daily rates quoted 27556 25280 24056
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £570
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 923 1120 1132
Median hourly rate £27.50 £28.69 £28.50
Median hourly rate % change year-on-year
-4.14% +0.66%
90% offered a hourly rate of more than £12.75 £12.00 £12.50
10% offered a hourly rate of more than £47.50 £47.83 £47.50
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

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 27 May 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 27 May 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 +17 82 £475 -5.00% 9
West Midlands -13 19 £430 +14.66% 1
Yorkshire +25 18 £700 +93.10% 3
South East -9 17 £425 -5.55% 6
East of England +10 12 £450 +46.34% 2
South West -5 9 £375 +3.44% 9
North West -17 8 - -
East Midlands +9 4 £475 +33.33%
North East -41 3 £750 +160.86%
Midlands - 2 £300 -
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 27 May 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.

1 118 (42.45%) SQL
2 105 (37.77%) Business Intelligence
3 100 (35.97%) Data Modelling
4 94 (33.81%) ETL
5 83 (29.86%) Data Warehouse
6 80 (28.78%) Finance
7 78 (28.06%) Agile Software Development
8 73 (26.26%) Data Quality
9 68 (24.46%) Migration
10 65 (23.38%) Data Management
11 64 (23.02%) SQL Server
12 57 (20.50%) Microsoft
12 57 (20.50%) Oracle
13 50 (17.99%) Analytical Skills
14 48 (17.27%) Analytics
14 48 (17.27%) Data Migration
15 42 (15.11%) Data Architecture
16 41 (14.75%) Informatica
17 38 (13.67%) Data Integration
18 36 (12.95%) Data Analysis
19 34 (12.23%) MS Excel
20 32 (11.51%) SAS
20 32 (11.51%) Master Data Management
21 30 (10.79%) Visualisation
21 30 (10.79%) Security Cleared
22 29 (10.43%) SAP
22 29 (10.43%) Management Information System
22 29 (10.43%) SQL Server Integration Services
23 27 (9.71%) Programme Management
23 27 (9.71%) SC Cleared

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 (11.51%) SAS
2 10 (3.60%) Confluence
2 10 (3.60%) NetWeaver
3 7 (2.52%) PowerExchange
3 7 (2.52%) WebSphere
4 6 (2.16%) JBoss
4 6 (2.16%) SharePoint
5 3 (1.08%) Apache
5 3 (1.08%) Apache Spark
5 3 (1.08%) BizTalk Server
6 1 (0.36%) Apache Pig
6 1 (0.36%) Facebook Platform
6 1 (0.36%) Oracle HTTP Server
6 1 (0.36%) WebLogic
6 1 (0.36%) WebLogic Portal
Applications
1 34 (12.23%) MS Excel
2 15 (5.40%) MS Office
3 7 (2.52%) MS Visio
4 6 (2.16%) MS PowerPoint
5 3 (1.08%) MS Project
6 2 (0.72%) SPSS
7 1 (0.36%) Weka
Business Applications
1 10 (3.60%) SAP MDM
2 7 (2.52%) Dynamics CRM
2 7 (2.52%) Oracle EBS
3 6 (2.16%) SAP Oil and Gas
4 3 (1.08%) Maximo
4 3 (1.08%) Oracle EBS R12
5 2 (0.72%) CA PPM
5 2 (0.72%) Hyperion Planning
5 2 (0.72%) Oracle ERP
6 1 (0.36%) ENOVIA
6 1 (0.36%) Oracle BPM
6 1 (0.36%) Oracle Financials
6 1 (0.36%) Oracle Payables
6 1 (0.36%) Radian6
6 1 (0.36%) WebTrends
Cloud Services
1 8 (2.88%) SaaS
2 6 (2.16%) Amazon AWS
3 5 (1.80%) Amazon EC2
3 5 (1.80%) Amazon Kinesis
3 5 (1.80%) Amazon S3
4 4 (1.44%) Boomi
5 3 (1.08%) SuccessFactors
6 2 (0.72%) Google Analytics
6 2 (0.72%) Microsoft Azure
7 1 (0.36%) AdWords
Communications & Networking
1 7 (2.52%) FTP
2 4 (1.44%) SSH
3 2 (0.72%) ATM
3 2 (0.72%) DSL
3 2 (0.72%) Internet
4 1 (0.36%) HTTP
4 1 (0.36%) Kerberos
4 1 (0.36%) LDAP
Database & Business Intelligence
1 83 (29.86%) Data Warehouse
2 64 (23.02%) SQL Server
3 29 (10.43%) SQL Server Integration Services
4 26 (9.35%) Big Data
5 23 (8.27%) BusinessObjects
5 23 (8.27%) Hadoop
5 23 (8.27%) PostgreSQL
6 21 (7.55%) Relational Database
7 20 (7.19%) Apache Hive
8 19 (6.83%) Enterprise Data Warehouse
9 18 (6.47%) Pentaho
10 17 (6.12%) HBase
10 17 (6.12%) MongoDB
10 17 (6.12%) SQL Server Reporting Services
11 14 (5.04%) SQL Server 2014
11 14 (5.04%) SQL Server Analysis Services
12 12 (4.32%) SQL Server 2012
13 11 (3.96%) DB2
14 10 (3.60%) IBM InfoSphere
15 9 (3.24%) PowerCenter
Development Applications
1 18 (6.47%) ERwin
2 13 (4.68%) JIRA
3 10 (3.60%) Team Foundation Server
4 8 (2.88%) Visual Studio
5 5 (1.80%) Git (software)
6 4 (1.44%) Zephyr
7 3 (1.08%) Bugzilla
7 3 (1.08%) FogBugz
7 3 (1.08%) Talend Open Studio
8 2 (0.72%) Atlassian Bamboo
8 2 (0.72%) Cucumber
8 2 (0.72%) Jenkins
8 2 (0.72%) Maven
8 2 (0.72%) SQL Server Management Studio (SSMS)
9 1 (0.36%) MSTest
9 1 (0.36%) PowerDesigner
9 1 (0.36%) Selenium
9 1 (0.36%) WebDriver
General
1 80 (28.78%) Finance
2 20 (7.19%) Banking
3 12 (4.32%) Marketing
4 10 (3.60%) Back Office
5 8 (2.88%) Manufacturing
6 7 (2.52%) Advertising
6 7 (2.52%) Electronics
6 7 (2.52%) Retail
7 6 (2.16%) Pharmaceutical
7 6 (2.16%) Telecoms
8 2 (0.72%) Automotive
8 2 (0.72%) Front Office
8 2 (0.72%) General Ledger
8 2 (0.72%) International Banking
8 2 (0.72%) Investment Banking
8 2 (0.72%) Legal
9 1 (0.36%) Billing
9 1 (0.36%) Games
9 1 (0.36%) Publishing
9 1 (0.36%) Retail Banking
Job Titles
1 86 (30.94%) Analyst
2 59 (21.22%) Data Analyst
3 58 (20.86%) Architect
4 57 (20.50%) Developer
5 30 (10.79%) Data Architect
6 28 (10.07%) Business Analyst
7 23 (8.27%) Data Business Analyst
8 18 (6.47%) Enterprise Architect
8 18 (6.47%) Project Manager
9 17 (6.12%) SQL Developer
10 15 (5.40%) Solutions Architect
11 14 (5.04%) Business Data Analyst
12 13 (4.68%) Consultant
12 13 (4.68%) Enterprise Data Architect
13 11 (3.96%) Data Migration Analyst
13 11 (3.96%) Migration Analyst
14 10 (3.60%) Business Intelligence Developer
14 10 (3.60%) Senior Architect
15 9 (3.24%) Informatica Developer
16 8 (2.88%) SQL Analyst
Libraries, Frameworks & Software Standards
1 25 (8.99%) XML
2 19 (6.83%) Web Services
3 18 (6.47%) SOAP
4 16 (5.76%) .NET
5 12 (4.32%) REST
5 12 (4.32%) RESTful
5 12 (4.32%) XSD
6 9 (3.24%) Middleware
7 7 (2.52%) JSON
7 7 (2.52%) WebSphere MQ
8 6 (2.16%) ASP.NET Web API
8 6 (2.16%) WCF
9 5 (1.80%) XSLT
10 4 (1.44%) .NET Framework
10 4 (1.44%) Gherkin
11 3 (1.08%) ASP.NET
11 3 (1.08%) HTML
11 3 (1.08%) MDX
11 3 (1.08%) XML Schema
12 2 (0.72%) WSDL
Miscellaneous
1 50 (17.99%) Analytical Skills
2 38 (13.67%) Data Integration
3 30 (10.79%) Visualisation
4 29 (10.43%) Management Information System
5 18 (6.47%) Algorithms
6 16 (5.76%) Data Structures
7 12 (4.32%) Data Extraction
7 12 (4.32%) Derivative
8 10 (3.60%) Data Conversion
9 6 (2.16%) Hybrid Cloud
9 6 (2.16%) Informatics
10 5 (1.80%) Replication
11 4 (1.44%) Enterprise Software
11 4 (1.44%) Learning Management System
11 4 (1.44%) Reference Data
11 4 (1.44%) Statistics
12 3 (1.08%) Clustering
12 3 (1.08%) Data Centre
13 2 (0.72%) e-Learning
13 2 (0.72%) Reinsurance
Operating Systems
1 25 (8.99%) Linux
2 21 (7.55%) Unix
3 10 (3.60%) Windows
4 8 (2.88%) Red Hat Enterprise Linux
5 3 (1.08%) Windows Server
6 1 (0.36%) AIX
Processes & Methodologies
1 105 (37.77%) Business Intelligence
2 100 (35.97%) Data Modelling
3 94 (33.81%) ETL
4 78 (28.06%) Agile Software Development
5 68 (24.46%) Migration
6 65 (23.38%) Data Management
7 48 (17.27%) Analytics
7 48 (17.27%) Data Migration
8 42 (15.11%) Data Architecture
9 36 (12.95%) Data Analysis
10 32 (11.51%) Master Data Management
11 27 (9.71%) Programme Management
12 25 (8.99%) Data Cleansing
13 24 (8.63%) Open Source
14 22 (7.91%) Data Governance
14 22 (7.91%) Data Visualisation
15 21 (7.55%) Change Management
15 21 (7.55%) Logical Data Model
15 21 (7.55%) User Acceptance Testing
15 21 (7.55%) Validation
Programming Languages
1 118 (42.45%) SQL
2 22 (7.91%) T-SQL
3 21 (7.55%) Shell Script
4 19 (6.83%) Python
5 18 (6.47%) Java
5 18 (6.47%) JavaScript
6 14 (5.04%) C++
7 13 (4.68%) C#
8 10 (3.60%) R
9 7 (2.52%) SAS Macro
10 4 (1.44%) XAML
11 3 (1.08%) Perl
11 3 (1.08%) Ruby
11 3 (1.08%) VBA
12 2 (0.72%) ActionScript
12 2 (0.72%) ActionScript 2.0
12 2 (0.72%) C
12 2 (0.72%) PHP
12 2 (0.72%) VB
13 1 (0.36%) COBOL
Qualifications
1 30 (10.79%) Security Cleared
2 27 (9.71%) SC Cleared
3 16 (5.76%) Degree
4 6 (2.16%) ISEB
5 4 (1.44%) ISTQB
6 3 (1.08%) BPSS Clearance
7 2 (0.72%) DV Cleared
7 2 (0.72%) PRINCE2 Practitioner
8 1 (0.36%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 73 (26.26%) Data Quality
2 21 (7.55%) QA
3 3 (1.08%) ISO 14001
3 3 (1.08%) ISO 9001
4 2 (0.72%) Disclosure Scotland
5 1 (0.36%) HL7
System Software
1 6 (2.16%) Active Directory
2 2 (0.72%) Docker
3 1 (0.36%) Apache Flume
3 1 (0.36%) GridGain
3 1 (0.36%) HDFS
Systems Management
1 2 (0.72%) HP Quality Center
1 2 (0.72%) Opscode Chef
2 1 (0.36%) Ambari
2 1 (0.36%) Control-M
Vendors
1 57 (20.50%) Microsoft
1 57 (20.50%) Oracle
2 41 (14.75%) Informatica
3 29 (10.43%) SAP
4 25 (8.99%) Tableau
5 18 (6.47%) CA
6 11 (3.96%) Teradata
7 7 (2.52%) Netezza
7 7 (2.52%) Sybase
8 6 (2.16%) Atlassian
8 6 (2.16%) Red Hat
9 5 (1.80%) HP
9 5 (1.80%) Hyperion
10 4 (1.44%) Dell
10 4 (1.44%) Salesforce.com
11 3 (1.08%) Cisco
11 3 (1.08%) i2
11 3 (1.08%) Software AG
11 3 (1.08%) Talend
12 2 (0.72%) SEEBURGER
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