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 26 June 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
26 Jun 2016
Same period 2015 Same period 2014
Data Transformation
Rank 463 489 503
Rank change year-on-year
+26 +14
Contract jobs citing Data Transformation 156 137 94
As % of all contract IT jobs located in England 0.32% 0.27% 0.19%
As % of the Processes & Methodologies category 0.39% 0.34% 0.24%
Number of daily rates quoted 105 90 69
Median daily rate £450 £450 £450
90% offered a daily rate of more than £350 £300 £300
10% offered a daily rate of more than £700 £575 £575
UK excluding London median daily rate £425 £363 £375
% change year-on-year
+17.24% -3.33%
Number of hourly rates quoted 0 1 0
Median hourly rate - £19.72 -
UK excluding London median hourly rate - - -
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
40127 40445 38431
As % of all contract IT jobs located in England 82.41% 79.69% 78.61%
Number of daily rates quoted 26982 26553 24574
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 £288 £275
10% offered a daily rate of more than £600 £580 £575
UK excluding London median daily rate £400 £380 £375
% change year-on-year
+5.26% +1.33%
Number of hourly rates quoted 916 1082 1132
Median hourly rate £27.50 £27.50 £27.50
90% offered a hourly rate of more than £12.58 £12.35 £13.00
10% offered a hourly rate of more than £49.46 £50.00 £46.23
UK excluding London median hourly rate £28.50 £30.00 £30.00
% change year-on-year
-5.00% -

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 26 June 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 26 June 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 +53 94 £475 -1.55% 6
West Midlands -17 16 £415 +27.69%
South East +5 15 £413 -8.33% 5
Yorkshire - 9 £713 - 1
East of England +8 7 £331 +6.85%
North West -22 6 - - 1
South West -4 5 £370 +2.06% 2
North East -55 3 £750 +76.47% 1
Midlands - 2 £300 -
East Midlands -1 1 £755 +111.92% 1
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 26 June 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.

1 123 (42.12%) SQL
2 111 (38.01%) Business Intelligence
3 109 (37.33%) Data Modelling
4 96 (32.88%) ETL
5 93 (31.85%) Finance
6 87 (29.79%) Data Warehouse
6 87 (29.79%) Data Quality
7 76 (26.03%) Data Management
8 75 (25.68%) Agile Software Development
9 72 (24.66%) Migration
10 64 (21.92%) SQL Server
11 59 (20.21%) Oracle
12 57 (19.52%) Data Architecture
13 54 (18.49%) Data Migration
14 53 (18.15%) Microsoft
15 50 (17.12%) Analytics
16 49 (16.78%) Analytical Skills
17 48 (16.44%) Informatica
18 44 (15.07%) Data Integration
19 43 (14.73%) Master Data Management
20 42 (14.38%) Data Analysis
21 35 (11.99%) SAP
22 34 (11.64%) SQL Server Integration Services
23 33 (11.30%) Data Cleansing
23 33 (11.30%) Data Governance
23 33 (11.30%) SAS
24 32 (10.96%) MS Excel
25 31 (10.62%) Management Information System
26 30 (10.27%) Big Data
27 29 (9.93%) Visualisation

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 33 (11.30%) SAS
2 10 (3.42%) Confluence
2 10 (3.42%) NetWeaver
3 7 (2.40%) SharePoint
4 6 (2.05%) JBoss
4 6 (2.05%) PowerExchange
4 6 (2.05%) WebSphere
5 3 (1.03%) Apache
5 3 (1.03%) Apache Spark
5 3 (1.03%) BizTalk Server
6 2 (0.68%) Facebook Platform
Applications
1 32 (10.96%) MS Excel
2 11 (3.77%) MS Office
3 9 (3.08%) MS PowerPoint
4 8 (2.74%) MS Visio
5 2 (0.68%) SPSS
6 1 (0.34%) MS Project
6 1 (0.34%) Weka
Business Applications
1 10 (3.42%) SAP MDM
2 7 (2.40%) Dynamics CRM
3 6 (2.05%) SAP Oil and Gas
4 5 (1.71%) Oracle EBS
5 3 (1.03%) Maximo
5 3 (1.03%) Oracle EBS R12
6 2 (0.68%) CA PPM
6 2 (0.68%) Hyperion Planning
6 2 (0.68%) Oracle Financials
6 2 (0.68%) Radian6
6 2 (0.68%) WebTrends
7 1 (0.34%) ENOVIA
7 1 (0.34%) Oracle Applications
Cloud Services
1 6 (2.05%) Microsoft Azure
2 4 (1.37%) Boomi
2 4 (1.37%) SaaS
3 3 (1.03%) Amazon AWS
3 3 (1.03%) Google Analytics
4 2 (0.68%) AdWords
4 2 (0.68%) Amazon EC2
4 2 (0.68%) Amazon Kinesis
4 2 (0.68%) Amazon S3
4 2 (0.68%) Google Apps
4 2 (0.68%) SuccessFactors
Communications & Networking
1 4 (1.37%) FTP
1 4 (1.37%) Internet
1 4 (1.37%) SSH
2 2 (0.68%) ATM
2 2 (0.68%) DSL
2 2 (0.68%) Firewall
3 1 (0.34%) Kerberos
Database & Business Intelligence
1 87 (29.79%) Data Warehouse
2 64 (21.92%) SQL Server
3 34 (11.64%) SQL Server Integration Services
4 30 (10.27%) Big Data
5 26 (8.90%) Hadoop
5 26 (8.90%) Relational Database
6 22 (7.53%) Enterprise Data Warehouse
6 22 (7.53%) SQL Server Reporting Services
7 20 (6.85%) Apache Hive
7 20 (6.85%) BusinessObjects
7 20 (6.85%) PostgreSQL
8 18 (6.16%) Pentaho
8 18 (6.16%) SQL Server Analysis Services
9 17 (5.82%) MongoDB
10 16 (5.48%) HBase
11 15 (5.14%) SQL Server 2014
12 13 (4.45%) SQL Server 2012
13 11 (3.77%) DB2
14 10 (3.42%) IBM InfoSphere
14 10 (3.42%) SQL Server 2008
Development Applications
1 19 (6.51%) ERwin
2 13 (4.45%) JIRA
3 10 (3.42%) Team Foundation Server
4 8 (2.74%) Visual Studio
5 5 (1.71%) Git (software)
6 4 (1.37%) Zephyr
7 3 (1.03%) SQL Server Management Studio (SSMS)
8 2 (0.68%) Atlassian Bamboo
8 2 (0.68%) Cucumber
8 2 (0.68%) Jenkins
8 2 (0.68%) Maven
8 2 (0.68%) Talend Open Studio
9 1 (0.34%) MSTest
9 1 (0.34%) PowerDesigner
9 1 (0.34%) Selenium
9 1 (0.34%) WebDriver
General
1 93 (31.85%) Finance
2 24 (8.22%) Banking
3 16 (5.48%) Marketing
4 10 (3.42%) Advertising
5 9 (3.08%) Back Office
6 8 (2.74%) Manufacturing
6 8 (2.74%) Pharmaceutical
6 8 (2.74%) Retail
7 7 (2.40%) Electronics
8 6 (2.05%) General Ledger
8 6 (2.05%) Telecoms
9 4 (1.37%) Front Office
10 3 (1.03%) Investment Banking
11 2 (0.68%) Automotive
11 2 (0.68%) International Banking
11 2 (0.68%) Legal
11 2 (0.68%) Retail Banking
12 1 (0.34%) Financial Institution
12 1 (0.34%) Games
12 1 (0.34%) Publishing
Job Titles
1 88 (30.14%) Analyst
2 70 (23.97%) Architect
3 66 (22.60%) Data Analyst
4 58 (19.86%) Developer
5 38 (13.01%) Data Architect
6 29 (9.93%) Business Analyst
7 26 (8.90%) Data Business Analyst
8 19 (6.51%) Enterprise Architect
8 19 (6.51%) SQL Developer
9 15 (5.14%) Consultant
9 15 (5.14%) Solutions Architect
10 14 (4.79%) Business Data Analyst
10 14 (4.79%) Enterprise Data Architect
10 14 (4.79%) Senior Architect
11 11 (3.77%) Senior Data Architect
12 10 (3.42%) Software Architect
13 9 (3.08%) Data Migration Analyst
13 9 (3.08%) Informatica Developer
13 9 (3.08%) Migration Analyst
13 9 (3.08%) Project Manager
Libraries, Frameworks & Software Standards
1 27 (9.25%) XML
2 16 (5.48%) .NET
2 16 (5.48%) SOAP
3 15 (5.14%) Web Services
4 11 (3.77%) REST
4 11 (3.77%) RESTful
4 11 (3.77%) XSD
5 8 (2.74%) Middleware
6 6 (2.05%) ASP.NET Web API
6 6 (2.05%) JSON
6 6 (2.05%) WebSphere MQ
7 5 (1.71%) MDX
7 5 (1.71%) WCF
7 5 (1.71%) XML Schema
7 5 (1.71%) XSLT
8 4 (1.37%) .NET Framework
8 4 (1.37%) ASP.NET
8 4 (1.37%) Gherkin
9 3 (1.03%) HTML
10 2 (0.68%) EDI
Miscellaneous
1 49 (16.78%) Analytical Skills
2 44 (15.07%) Data Integration
3 31 (10.62%) Management Information System
4 29 (9.93%) Visualisation
5 22 (7.53%) Algorithms
5 22 (7.53%) Data Structures
6 17 (5.82%) Data Conversion
7 13 (4.45%) Derivative
8 12 (4.11%) Data Extraction
9 7 (2.40%) Data Centre
10 6 (2.05%) Enterprise Software
10 6 (2.05%) Informatics
10 6 (2.05%) Statistics
11 5 (1.71%) Hybrid Cloud
12 4 (1.37%) Learning Management System
12 4 (1.37%) Reference Data
13 3 (1.03%) Client/Server
13 3 (1.03%) Replication
14 2 (0.68%) e-Learning
14 2 (0.68%) NHS
Operating Systems
1 22 (7.53%) Unix
2 21 (7.19%) Linux
3 9 (3.08%) Windows
4 6 (2.05%) Red Hat Enterprise Linux
5 2 (0.68%) Windows Server
6 1 (0.34%) AIX
Processes & Methodologies
1 111 (38.01%) Business Intelligence
2 109 (37.33%) Data Modelling
3 96 (32.88%) ETL
4 76 (26.03%) Data Management
5 75 (25.68%) Agile Software Development
6 72 (24.66%) Migration
7 57 (19.52%) Data Architecture
8 54 (18.49%) Data Migration
9 50 (17.12%) Analytics
10 43 (14.73%) Master Data Management
11 42 (14.38%) Data Analysis
12 33 (11.30%) Data Cleansing
12 33 (11.30%) Data Governance
13 25 (8.56%) Data Mapping
13 25 (8.56%) Open Source
13 25 (8.56%) Programme Management
14 24 (8.22%) Validation
15 23 (7.88%) Logical Data Model
16 21 (7.19%) Data Visualisation
17 20 (6.85%) Change Management
Programming Languages
1 123 (42.12%) SQL
2 29 (9.93%) T-SQL
3 21 (7.19%) Shell Script
4 20 (6.85%) Python
5 19 (6.51%) Java
5 19 (6.51%) JavaScript
6 14 (4.79%) C++
7 13 (4.45%) C#
8 11 (3.77%) R
9 7 (2.40%) SAS Macro
10 4 (1.37%) XAML
11 3 (1.03%) Perl
11 3 (1.03%) Ruby
11 3 (1.03%) VBA
12 2 (0.68%) ActionScript
12 2 (0.68%) ActionScript 2.0
12 2 (0.68%) C
12 2 (0.68%) PHP
12 2 (0.68%) PL/SQL
12 2 (0.68%) VB
Qualifications
1 29 (9.93%) Security Cleared
2 25 (8.56%) SC Cleared
3 18 (6.16%) Degree
4 5 (1.71%) CIMA
5 4 (1.37%) BPSS Clearance
6 3 (1.03%) ISEB
6 3 (1.03%) ISTQB
7 2 (0.68%) DV Cleared
8 1 (0.34%) CTC Cleared
8 1 (0.34%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 87 (29.79%) Data Quality
2 17 (5.82%) QA
3 2 (0.68%) Disclosure Scotland
4 1 (0.34%) HL7
4 1 (0.34%) ISO 14001
4 1 (0.34%) ISO 9001
System Software
1 7 (2.40%) Active Directory
2 4 (1.37%) Docker
3 2 (0.68%) Hyper-V
3 2 (0.68%) VMware Infrastructure
4 1 (0.34%) Apache Flume
4 1 (0.34%) GridGain
Systems Management
1 4 (1.37%) Opscode Chef
2 2 (0.68%) HP Quality Center
3 1 (0.34%) Control-M
3 1 (0.34%) Oracle EDQ
Vendors
1 59 (20.21%) Oracle
2 53 (18.15%) Microsoft
3 48 (16.44%) Informatica
4 35 (11.99%) SAP
5 23 (7.88%) Tableau
6 18 (6.16%) CA
7 11 (3.77%) Teradata
8 8 (2.74%) Sybase
9 7 (2.40%) Netezza
10 6 (2.05%) Atlassian
10 6 (2.05%) Red Hat
11 5 (1.71%) Google
11 5 (1.71%) HP
12 4 (1.37%) Dell
12 4 (1.37%) Salesforce.com
13 3 (1.03%) Hyperion
13 3 (1.03%) i2
13 3 (1.03%) IBM
14 2 (0.68%) SEEBURGER
14 2 (0.68%) Siebel
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