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 30 August 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
30 Aug 2016
Same period 2015 Same period 2014
Data Transformation
Rank 478 507 489
Rank change year-on-year
+29 -18
Contract jobs citing Data Transformation 155 131 127
As % of all contract IT jobs located in England 0.31% 0.25% 0.25%
As % of the Processes & Methodologies category 0.37% 0.31% 0.32%
Number of daily rates quoted 90 72 87
Median daily rate £438 £450 £425
Median daily rate % change year-on-year
-2.77% +5.88%
90% offered a daily rate of more than £299 £269 £313
10% offered a daily rate of more than £600 £575 £525
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 5 1
Median hourly rate - £23.50 £15.00
Median hourly rate % change year-on-year
- +56.66%
UK excluding London median hourly rate - £23.50 £15.00
% change year-on-year
- +56.66%
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
41718 41986 39745
As % of all contract IT jobs located in England 83.12% 80.50% 78.95%
Number of daily rates quoted 27767 27817 25061
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £576 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1020 1132 1107
Median hourly rate £29.50 £31.00 £23.00
Median hourly rate % change year-on-year
-4.83% +34.78%
90% offered a hourly rate of more than £12.61 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £50.90 £46.00
UK excluding London median hourly rate £30.00 £32.54 £25.75
% change year-on-year
-7.80% +26.36%

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 30 August 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 30 August 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 89 £450 -2.70% 14
North West +16 18 £500 +66.66% 2
South East +13 17 £475 +15.15% 7
East of England +13 11 £369 +13.46%
West Midlands -33 9 £396 +0.12%
East Midlands +4 6 £400 -28.88%
Yorkshire -1 5 £700 +44.18%
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 30 August 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.

1 150 (45.59%) SQL
2 126 (38.30%) Data Modelling
3 118 (35.87%) Business Intelligence
4 111 (33.74%) Finance
5 104 (31.61%) ETL
6 89 (27.05%) Data Quality
7 88 (26.75%) Oracle
7 88 (26.75%) Migration
8 82 (24.92%) Agile Software Development
9 81 (24.62%) Data Warehouse
10 78 (23.71%) Data Management
11 72 (21.88%) SQL Server
12 69 (20.97%) Data Migration
13 61 (18.54%) Data Architecture
14 54 (16.41%) Analytical Skills
15 51 (15.50%) Analytics
16 49 (14.89%) Informatica
17 45 (13.68%) Master Data Management
18 40 (12.16%) Data Integration
19 39 (11.85%) Data Analysis
19 39 (11.85%) Relational Database
20 38 (11.55%) Microsoft
21 37 (11.25%) SQL Server Integration Services
21 37 (11.25%) Data Governance
22 35 (10.64%) Security Cleared
23 34 (10.33%) T-SQL
23 34 (10.33%) Banking
24 33 (10.03%) XML
24 33 (10.03%) Data Cleansing
25 32 (9.73%) 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 31 (9.42%) SAS
2 11 (3.34%) SharePoint
3 10 (3.04%) NetWeaver
4 6 (1.82%) Apache Spark
4 6 (1.82%) Oracle Service Bus
5 4 (1.22%) Apache
5 4 (1.22%) BizTalk Server
5 4 (1.22%) Confluence
5 4 (1.22%) Elasticsearch
6 3 (0.91%) IIS
7 2 (0.61%) Facebook Platform
7 2 (0.61%) JBoss
8 1 (0.30%) Apache Solr
8 1 (0.30%) CMS
8 1 (0.30%) PowerExchange
8 1 (0.30%) WebSphere
Applications
1 27 (8.21%) MS Excel
2 15 (4.56%) MS Office
3 13 (3.95%) MS PowerPoint
4 9 (2.74%) MS Visio
5 2 (0.61%) SPSS
6 1 (0.30%) MS Project
Business Applications
1 11 (3.34%) SAP MDM
2 9 (2.74%) Oracle EBS
3 7 (2.13%) Oracle EBS R12
4 6 (1.82%) SAP Oil and Gas
5 5 (1.52%) Oracle Financials
6 3 (0.91%) Oracle Assets
6 3 (0.91%) Oracle Cash Management
6 3 (0.91%) Oracle General Ledger
6 3 (0.91%) Oracle Payables
6 3 (0.91%) Oracle Receivables
7 2 (0.61%) CA PPM
7 2 (0.61%) Cognos TM1
7 2 (0.61%) Dynamics CRM
7 2 (0.61%) Radian6
7 2 (0.61%) WebTrends
8 1 (0.30%) ENOVIA
8 1 (0.30%) Hyperion Planning
8 1 (0.30%) Maximo
8 1 (0.30%) Oracle Applications
8 1 (0.30%) Sage 200
Cloud Services
1 11 (3.34%) Microsoft Azure
2 5 (1.52%) Azure Active Directory
3 4 (1.22%) SaaS
4 3 (0.91%) Boomi
4 3 (0.91%) Google Analytics
4 3 (0.91%) Google Apps
5 2 (0.61%) AdWords
6 1 (0.30%) Amazon AWS
6 1 (0.30%) GitHub
Communications & Networking
1 10 (3.04%) FTP
2 4 (1.22%) Internet
2 4 (1.22%) SSH
3 3 (0.91%) Firewall
4 2 (0.61%) DSL
4 2 (0.61%) LAN
5 1 (0.30%) ATM
5 1 (0.30%) Kerberos
Database & Business Intelligence
1 81 (24.62%) Data Warehouse
2 72 (21.88%) SQL Server
3 39 (11.85%) Relational Database
4 37 (11.25%) SQL Server Integration Services
5 29 (8.81%) Big Data
5 29 (8.81%) Hadoop
5 29 (8.81%) SQL Server Reporting Services
6 24 (7.29%) Apache Hive
6 24 (7.29%) SQL Server 2014
7 23 (6.99%) SQL Server Analysis Services
8 22 (6.69%) SQL Server 2012
9 20 (6.08%) BusinessObjects
10 19 (5.78%) Enterprise Data Warehouse
11 18 (5.47%) HBase
11 18 (5.47%) PostgreSQL
12 17 (5.17%) MongoDB
12 17 (5.17%) Oracle Database
12 17 (5.17%) Pentaho
13 13 (3.95%) IBM InfoSphere
14 12 (3.65%) SQL Server 2008
Development Applications
1 20 (6.08%) ERwin
2 16 (4.86%) Team Foundation Server
3 12 (3.65%) Visual Studio
4 10 (3.04%) JIRA
5 5 (1.52%) Git (software)
6 4 (1.22%) SQL Server Management Studio (SSMS)
6 4 (1.22%) Zephyr
7 2 (0.61%) Atlassian Bamboo
7 2 (0.61%) Cucumber
7 2 (0.61%) Eclipse
7 2 (0.61%) Jenkins
7 2 (0.61%) Maven
8 1 (0.30%) GoCD
8 1 (0.30%) PowerDesigner
8 1 (0.30%) Selenium
8 1 (0.30%) Talend Open Studio
8 1 (0.30%) Vagrant
8 1 (0.30%) WebDriver
General
1 111 (33.74%) Finance
2 34 (10.33%) Banking
3 18 (5.47%) Marketing
4 10 (3.04%) Investment Banking
5 9 (2.74%) Advertising
6 8 (2.43%) Legal
6 8 (2.43%) Manufacturing
6 8 (2.43%) Pharmaceutical
7 7 (2.13%) Electronics
7 7 (2.13%) General Ledger
7 7 (2.13%) Retail
7 7 (2.13%) Telecoms
8 6 (1.82%) Back Office
9 3 (0.91%) Front Office
10 2 (0.61%) Law
10 2 (0.61%) Retail Banking
11 1 (0.30%) Billing
11 1 (0.30%) Financial Institution
11 1 (0.30%) International Banking
11 1 (0.30%) Publishing
Job Titles
1 91 (27.66%) Analyst
2 83 (25.23%) Developer
3 74 (22.49%) Architect
4 69 (20.97%) Data Analyst
5 39 (11.85%) Data Architect
6 27 (8.21%) SQL Developer
7 26 (7.90%) Business Analyst
8 20 (6.08%) Consultant
9 19 (5.78%) Data Business Analyst
10 18 (5.47%) Enterprise Architect
11 15 (4.56%) Data Migration Lead
12 14 (4.26%) Senior Architect
13 13 (3.95%) Enterprise Data Architect
13 13 (3.95%) ETL Developer
13 13 (3.95%) Solutions Architect
14 12 (3.65%) Senior Developer
14 12 (3.65%) SQL Analyst
15 11 (3.34%) Financial Analyst
15 11 (3.34%) Senior Data Architect
15 11 (3.34%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 33 (10.03%) XML
2 22 (6.69%) Web Services
3 21 (6.38%) .NET
4 17 (5.17%) XSLT
5 16 (4.86%) SOAP
6 14 (4.26%) RESTful
7 12 (3.65%) Spring
7 12 (3.65%) WCF
8 11 (3.34%) XSD
9 10 (3.04%) .NET Framework
9 10 (3.04%) ASP.NET
9 10 (3.04%) XML Schema
10 8 (2.43%) MDX
10 8 (2.43%) Middleware
11 7 (2.13%) REST
11 7 (2.13%) SAML
12 6 (1.82%) ASP.NET MVC
12 6 (1.82%) Hibernate
12 6 (1.82%) J2SE
12 6 (1.82%) JMS
Miscellaneous
1 54 (16.41%) Analytical Skills
2 40 (12.16%) Data Integration
3 31 (9.42%) Management Information System
4 27 (8.21%) Visualisation
5 26 (7.90%) Algorithms
6 25 (7.60%) Data Structures
7 20 (6.08%) Data Conversion
8 16 (4.86%) Data Extraction
9 13 (3.95%) Enterprise Software
10 10 (3.04%) Derivative
10 10 (3.04%) Statistics
11 8 (2.43%) Reference Data
12 7 (2.13%) Data Centre
12 7 (2.13%) Economics
13 6 (1.82%) Client/Server
14 5 (1.52%) Replication
14 5 (1.52%) Virtual Team
15 3 (0.91%) Computer Science
15 3 (0.91%) Credit Risk
15 3 (0.91%) Reinsurance
Operating Systems
1 25 (7.60%) Unix
2 12 (3.65%) Linux
3 8 (2.43%) Windows
4 2 (0.61%) Windows Server
5 1 (0.30%) AIX
5 1 (0.30%) Red Hat Enterprise Linux
Processes & Methodologies
1 126 (38.30%) Data Modelling
2 118 (35.87%) Business Intelligence
3 104 (31.61%) ETL
4 88 (26.75%) Migration
5 82 (24.92%) Agile Software Development
6 78 (23.71%) Data Management
7 69 (20.97%) Data Migration
8 61 (18.54%) Data Architecture
9 51 (15.50%) Analytics
10 45 (13.68%) Master Data Management
11 39 (11.85%) Data Analysis
12 37 (11.25%) Data Governance
13 33 (10.03%) Data Cleansing
14 32 (9.73%) Logical Data Model
14 32 (9.73%) SDLC
14 32 (9.73%) Validation
15 29 (8.81%) Open Source
16 27 (8.21%) Data Mapping
17 23 (6.99%) Physical Data Model
18 22 (6.69%) Programme Management
Programming Languages
1 150 (45.59%) SQL
2 34 (10.33%) T-SQL
3 30 (9.12%) Java
4 29 (8.81%) Python
5 21 (6.38%) JavaScript
5 21 (6.38%) R
6 20 (6.08%) Shell Script
7 19 (5.78%) C++
8 18 (5.47%) C#
9 8 (2.43%) XAML
10 7 (2.13%) XQuery
11 6 (1.82%) Scala
12 5 (1.52%) PL/SQL
13 4 (1.22%) SAS Macro
14 3 (0.91%) Ruby
14 3 (0.91%) VB
15 2 (0.61%) ActionScript
15 2 (0.61%) Perl
15 2 (0.61%) PHP
15 2 (0.61%) VBA
Qualifications
1 35 (10.64%) Security Cleared
2 32 (9.73%) SC Cleared
3 22 (6.69%) Degree
4 9 (2.74%) CIMA
5 5 (1.52%) BPSS Clearance
6 4 (1.22%) ISEB
6 4 (1.22%) ISTQB
7 1 (0.30%) CTC Cleared
7 1 (0.30%) ISTQB Foundation Certification
7 1 (0.30%) ITIL Foundation Certificate
7 1 (0.30%) SAS Certification
Quality Assurance & Compliance
1 89 (27.05%) Data Quality
2 15 (4.56%) QA
3 4 (1.22%) Disclosure Scotland
4 3 (0.91%) ISO20022
5 1 (0.30%) HL7
System Software
1 13 (3.95%) Active Directory
2 7 (2.13%) Docker
3 3 (0.91%) Hyper-V
3 3 (0.91%) VMware Infrastructure
4 2 (0.61%) Apache Flume
5 1 (0.30%) HDFS
Systems Management
1 7 (2.13%) Opscode Chef
2 1 (0.30%) Ansible
2 1 (0.30%) HP Quality Center
2 1 (0.30%) Oracle EDQ
Vendors
1 88 (26.75%) Oracle
2 49 (14.89%) Informatica
3 38 (11.55%) Microsoft
4 32 (9.73%) SAP
5 23 (6.99%) Tableau
6 18 (5.47%) CA
7 13 (3.95%) Sybase
8 12 (3.65%) Teradata
9 11 (3.34%) Netezza
10 6 (1.82%) Google
11 5 (1.52%) HP
11 5 (1.52%) IBM
12 4 (1.22%) Cognos
13 3 (0.91%) Dell
13 3 (0.91%) PeopleSoft
13 3 (0.91%) Salesforce.com
13 3 (0.91%) VMware
14 2 (0.61%) Ab Initio
14 2 (0.61%) Red Hat
14 2 (0.61%) Telerik
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