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 September 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 Sep 2016
Same period 2015 Same period 2014
Data Transformation
Rank 466 497 500
Rank change year-on-year
+31 +3
Contract jobs citing Data Transformation 160 126 118
As % of all contract IT jobs located in England 0.32% 0.24% 0.22%
As % of the Processes & Methodologies category 0.39% 0.29% 0.29%
Number of daily rates quoted 99 71 78
Median daily rate £465 £450 £400
Median daily rate % change year-on-year
+3.33% +12.50%
90% offered a daily rate of more than £298 £300 £310
10% offered a daily rate of more than £600 £575 £525
UK excluding London median daily rate £400 £413 £375
% change year-on-year
-3.03% +10.00%
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
41317 42757 40955
As % of all contract IT jobs located in England 83.43% 81.22% 77.29%
Number of daily rates quoted 27580 28391 26049
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 £600 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1057 1189 1143
Median hourly rate £31.50 £32.50 £23.50
Median hourly rate % change year-on-year
-3.07% +38.29%
90% offered a hourly rate of more than £13.00 £13.00 £12.50
10% offered a hourly rate of more than £50.00 £48.23 £47.85
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

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 September 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 September 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 97 £488 +4.83% 15
North West +20 19 £500 +11.11% 4
South East +11 12 £500 +25.00% 4
East of England +6 12 £369 -35.86% 1
West Midlands -27 10 £390 -1.26%
East Midlands -8 7 £400 -32.63%
Yorkshire +16 3 £475 -2.16% 1
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 30 September 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.

1 139 (45.57%) SQL
2 105 (34.43%) Data Modelling
3 96 (31.48%) Business Intelligence
4 91 (29.84%) Finance
5 88 (28.85%) ETL
6 85 (27.87%) Migration
7 80 (26.23%) Data Quality
8 74 (24.26%) Oracle
8 74 (24.26%) Agile Software Development
9 70 (22.95%) Data Warehouse
10 68 (22.30%) Data Migration
11 65 (21.31%) Data Management
12 60 (19.67%) SQL Server
13 48 (15.74%) Data Architecture
14 45 (14.75%) Relational Database
15 43 (14.10%) SDLC
16 42 (13.77%) Data Analysis
17 41 (13.44%) Analytics
18 40 (13.11%) Analytical Skills
19 37 (12.13%) Master Data Management
20 36 (11.80%) Banking
20 36 (11.80%) Validation
20 36 (11.80%) Java
21 35 (11.48%) Informatica
21 35 (11.48%) Big Data
21 35 (11.48%) Security Cleared
22 32 (10.49%) Data Governance
23 31 (10.16%) SC Cleared
23 31 (10.16%) SQL Server Integration Services
23 31 (10.16%) Python

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 18 (5.90%) Apache Spark
2 17 (5.57%) SAS
3 10 (3.28%) NetWeaver
3 10 (3.28%) SharePoint
4 9 (2.95%) Elasticsearch
5 6 (1.97%) IIS
5 6 (1.97%) Oracle Service Bus
6 2 (0.66%) Apache
6 2 (0.66%) Apache Solr
6 2 (0.66%) Facebook Platform
7 1 (0.33%) Apache Pig
7 1 (0.33%) BizTalk Server
7 1 (0.33%) CMS
7 1 (0.33%) Confluence
7 1 (0.33%) Oracle SOA Suite
7 1 (0.33%) WebLogic
Applications
1 22 (7.21%) MS Excel
2 14 (4.59%) MS Office
3 13 (4.26%) MS PowerPoint
4 9 (2.95%) MS Visio
5 2 (0.66%) SPSS
6 1 (0.33%) MS Project
Business Applications
1 11 (3.61%) SAP MDM
2 8 (2.62%) Oracle EBS
3 7 (2.30%) Cognos TM1
4 6 (1.97%) Oracle EBS R12
5 4 (1.31%) Oracle Financials
5 4 (1.31%) SAP Oil and Gas
6 3 (0.98%) Cognos Controller
6 3 (0.98%) Oracle Assets
6 3 (0.98%) Oracle Cash Management
6 3 (0.98%) Oracle General Ledger
6 3 (0.98%) Oracle Payables
6 3 (0.98%) Oracle Receivables
7 2 (0.66%) Dynamics CRM
7 2 (0.66%) Radian6
7 2 (0.66%) WebTrends
8 1 (0.33%) CA PPM
8 1 (0.33%) ENOVIA
8 1 (0.33%) Hyperion Planning
8 1 (0.33%) Sage 200
8 1 (0.33%) SAP ERP
Cloud Services
1 11 (3.61%) Microsoft Azure
2 5 (1.64%) Azure Active Directory
2 5 (1.64%) SaaS
3 3 (0.98%) Amazon AWS
3 3 (0.98%) Boomi
3 3 (0.98%) Google Analytics
3 3 (0.98%) Google Apps
4 2 (0.66%) AdWords
4 2 (0.66%) Amazon Kinesis
4 2 (0.66%) Cloud Computing
5 1 (0.33%) Amazon EC2
5 1 (0.33%) Amazon EMR
5 1 (0.33%) AWS CloudFormation
5 1 (0.33%) AWS Lambda
5 1 (0.33%) GitHub
Communications & Networking
1 8 (2.62%) FTP
2 4 (1.31%) Internet
3 3 (0.98%) DSL
3 3 (0.98%) Firewall
4 2 (0.66%) LAN
4 2 (0.66%) SSH
Database & Business Intelligence
1 70 (22.95%) Data Warehouse
2 60 (19.67%) SQL Server
3 45 (14.75%) Relational Database
4 35 (11.48%) Big Data
5 31 (10.16%) SQL Server Integration Services
6 25 (8.20%) Hadoop
7 22 (7.21%) SQL Server Reporting Services
8 20 (6.56%) Oracle Database
9 19 (6.23%) SQL Server 2014
9 19 (6.23%) SQL Server Analysis Services
10 18 (5.90%) Apache Hive
11 17 (5.57%) IBM InfoSphere
11 17 (5.57%) SQL Server 2012
12 16 (5.25%) NoSQL
13 15 (4.92%) Data Mining
14 14 (4.59%) Data Lake
15 13 (4.26%) DB2
16 11 (3.61%) SQL Server 2008
17 10 (3.28%) Oracle ODI
17 10 (3.28%) RDBMS
Development Applications
1 14 (4.59%) Team Foundation Server
2 12 (3.93%) Visual Studio
3 8 (2.62%) ERwin
4 7 (2.30%) JIRA
5 5 (1.64%) Git (software)
6 4 (1.31%) SQL Server Management Studio (SSMS)
7 2 (0.66%) Eclipse
7 2 (0.66%) Zephyr
8 1 (0.33%) Atlassian Bamboo
8 1 (0.33%) Cucumber
8 1 (0.33%) GoCD
8 1 (0.33%) JDeveloper
8 1 (0.33%) Jenkins
8 1 (0.33%) Maven
8 1 (0.33%) PowerDesigner
8 1 (0.33%) Selenium
8 1 (0.33%) Talend Open Studio
8 1 (0.33%) Vagrant
8 1 (0.33%) WebDriver
General
1 91 (29.84%) Finance
2 36 (11.80%) Banking
3 18 (5.90%) Marketing
4 15 (4.92%) Investment Banking
5 9 (2.95%) Advertising
6 8 (2.62%) Legal
6 8 (2.62%) Pharmaceutical
7 7 (2.30%) Manufacturing
7 7 (2.30%) Retail
8 6 (1.97%) General Ledger
8 6 (1.97%) Telecoms
9 4 (1.31%) Back Office
9 4 (1.31%) Electronics
9 4 (1.31%) Law
10 2 (0.66%) Front Office
11 1 (0.33%) Billing
11 1 (0.33%) Financial Institution
11 1 (0.33%) Publishing
11 1 (0.33%) Retail Banking
Job Titles
1 82 (26.89%) Analyst
2 79 (25.90%) Developer
3 63 (20.66%) Data Analyst
4 51 (16.72%) Architect
5 29 (9.51%) Data Architect
6 21 (6.89%) Business Analyst
7 20 (6.56%) Consultant
8 18 (5.90%) Senior Developer
8 18 (5.90%) SQL Developer
9 17 (5.57%) SQL Analyst
10 16 (5.25%) Data Migration Lead
10 16 (5.25%) SQL Data Analyst
11 14 (4.59%) ETL Developer
11 14 (4.59%) Java Developer
12 12 (3.93%) Data Business Analyst
12 12 (3.93%) Data Engineer
12 12 (3.93%) Financial Analyst
12 12 (3.93%) Senior Java Developer
13 11 (3.61%) Agile Developer
13 11 (3.61%) Senior Agile Java Developer
Libraries, Frameworks & Software Standards
1 30 (9.84%) XML
2 19 (6.23%) Web Services
3 18 (5.90%) .NET
3 18 (5.90%) XSLT
4 17 (5.57%) Spring
5 12 (3.93%) RESTful
5 12 (3.93%) WCF
6 11 (3.61%) Hibernate
6 11 (3.61%) J2SE
6 11 (3.61%) SOAP
7 10 (3.28%) .NET Framework
7 10 (3.28%) XSD
8 9 (2.95%) XML Schema
9 8 (2.62%) ASP.NET
9 8 (2.62%) JMS
9 8 (2.62%) MDX
10 6 (1.97%) Kafka
10 6 (1.97%) Middleware
11 5 (1.64%) Pandas
11 5 (1.64%) SAML
Miscellaneous
1 40 (13.11%) Analytical Skills
2 26 (8.52%) Data Structures
3 21 (6.89%) Data Integration
3 21 (6.89%) Management Information System
4 17 (5.57%) Algorithms
4 17 (5.57%) Data Extraction
4 17 (5.57%) Enterprise Software
5 15 (4.92%) Data Conversion
5 15 (4.92%) Statistics
6 12 (3.93%) Economics
6 12 (3.93%) Visualisation
7 7 (2.30%) Data Centre
8 6 (1.97%) Derivative
9 5 (1.64%) Client/Server
9 5 (1.64%) Computer Science
9 5 (1.64%) Virtual Team
10 4 (1.31%) Reference Data
10 4 (1.31%) Replication
11 3 (0.98%) Credit Risk
11 3 (0.98%) Reinsurance
Operating Systems
1 8 (2.62%) Unix
2 7 (2.30%) Windows
3 6 (1.97%) Linux
4 1 (0.33%) Windows Server
Processes & Methodologies
1 105 (34.43%) Data Modelling
2 96 (31.48%) Business Intelligence
3 88 (28.85%) ETL
4 85 (27.87%) Migration
5 74 (24.26%) Agile Software Development
6 68 (22.30%) Data Migration
7 65 (21.31%) Data Management
8 48 (15.74%) Data Architecture
9 43 (14.10%) SDLC
10 42 (13.77%) Data Analysis
11 41 (13.44%) Analytics
12 37 (12.13%) Master Data Management
13 36 (11.80%) Validation
14 32 (10.49%) Data Governance
15 27 (8.85%) Software Engineering
16 25 (8.20%) Data Cleansing
16 25 (8.20%) Data Mapping
17 23 (7.54%) Dimensional Modelling
18 22 (7.21%) OO
19 20 (6.56%) Programme Management
Programming Languages
1 139 (45.57%) SQL
2 36 (11.80%) Java
3 31 (10.16%) Python
4 28 (9.18%) R
4 28 (9.18%) T-SQL
5 17 (5.57%) Scala
6 15 (4.92%) C#
7 13 (4.26%) C++
8 8 (2.62%) XAML
9 7 (2.30%) XQuery
10 6 (1.97%) JavaScript
11 5 (1.64%) PL/SQL
12 4 (1.31%) SAS Macro
13 3 (0.98%) Ruby
13 3 (0.98%) Shell Script
13 3 (0.98%) VB
14 1 (0.33%) COBOL
14 1 (0.33%) JCL
14 1 (0.33%) PHP
14 1 (0.33%) VBA
Qualifications
1 35 (11.48%) Security Cleared
2 31 (10.16%) SC Cleared
3 24 (7.87%) Degree
4 9 (2.95%) CIMA
5 4 (1.31%) ISTQB
6 2 (0.66%) BPSS Clearance
6 2 (0.66%) ISEB
7 1 (0.33%) CTC Cleared
7 1 (0.33%) ISTQB Foundation Certification
7 1 (0.33%) ITIL Foundation Certificate
7 1 (0.33%) SAS Certification
Quality Assurance & Compliance
1 80 (26.23%) Data Quality
2 13 (4.26%) QA
3 3 (0.98%) Disclosure Scotland
3 3 (0.98%) ISO20022
System Software
1 13 (4.26%) Active Directory
2 8 (2.62%) Docker
3 3 (0.98%) Hyper-V
3 3 (0.98%) VMware Infrastructure
4 2 (0.66%) Apache Flume
4 2 (0.66%) HDFS
5 1 (0.33%) Apache ZooKeeper
Systems Management
1 8 (2.62%) Opscode Chef
2 1 (0.33%) Ansible
2 1 (0.33%) Oozie
2 1 (0.33%) Oracle EDQ
Vendors
1 74 (24.26%) Oracle
2 35 (11.48%) Informatica
3 30 (9.84%) SAP
4 28 (9.18%) Microsoft
5 15 (4.92%) Sybase
6 14 (4.59%) Netezza
6 14 (4.59%) Teradata
7 9 (2.95%) Cognos
8 8 (2.62%) IBM
9 6 (1.97%) Google
9 6 (1.97%) Tableau
10 5 (1.64%) Cloudera
11 4 (1.31%) Hortonworks
12 3 (0.98%) Dell
12 3 (0.98%) PeopleSoft
12 3 (0.98%) VMware
13 2 (0.66%) Ab Initio
13 2 (0.66%) CA
13 2 (0.66%) HP
13 2 (0.66%) Salesforce.com
London
LA International
Posted: 2 days ago
Croydon, Surrey
networx
Rate: From £57,110 to £61,741 per annum dependent upon skills
Posted: 2 days ago
Berkshire
Harvey Nash plc
Posted: 2 days ago
London
Hydrogen Group
Rate: £500.00 - £540.00 per day
Posted: 6 days ago
London
Experis Ltd
Rate: £490 - £525 per day
Posted: 6 days ago