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 February 2017 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 Feb 2017
Same period 2016 Same period 2015
Data Transformation
UK / England
Rank 476 497 475
Rank change year-on-year
+21 -22
Contract jobs citing Data Transformation 99 106 116
As % of all contract IT jobs located in England 0.24% 0.22% 0.24%
As % of the Processes & Methodologies category 0.29% 0.27% 0.30%
Number of daily rates quoted 67 68 93
Median daily rate £450 £450 £425
Median daily rate % change year-on-year
- +5.88%
90% offered a daily rate of more than £310 £285 £300
10% offered a daily rate of more than £700 £575 £600
UK excluding London median daily rate £425 £433 £365
% change year-on-year
-1.73% +18.49%
Number of hourly rates quoted 0 3 4
Median hourly rate - £25.00 £25.05
Median hourly rate % change year-on-year
- -0.19%
UK excluding London median hourly rate - - £24.00

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
34320 39574 38070
As % of all contract IT jobs located in England 82.95% 82.84% 79.79%
Number of daily rates quoted 22958 26223 24388
Median daily rate £450 £425 £425
Median daily rate % change year-on-year
+5.88% -
90% offered a daily rate of more than £300 £300 £281
10% offered a daily rate of more than £600 £600 £578
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+2.00% +0.24%
Number of hourly rates quoted 850 1079 1034
Median hourly rate £36.00 £37.50 £27.37
Median hourly rate % change year-on-year
-4.00% +37.01%
90% offered a hourly rate of more than £13.50 £13.00 £12.00
10% offered a hourly rate of more than £53.50 £55.00 £49.50
UK excluding London median hourly rate £36.00 £40.00 £28.50
% change year-on-year
-10.00% +40.35%

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 February 2017.

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 February 2017. 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 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 +26 53 £500 +5.26% 15
South East +12 16 £450 +11.11% 2
East of England -5 10 £450 +5.88% 5
West Midlands +6 9 £360 -20.00%
Yorkshire +22 4 £450 +20.00% 1
South West -2 4 £365 -15.60% 3
North West +15 3 £350 -46.15% 3
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 26 February 2017, 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.

1 124 (48.82%) SQL
2 85 (33.46%) Data Modelling
2 85 (33.46%) Agile Software Development
3 73 (28.74%) Migration
4 68 (26.77%) Finance
5 62 (24.41%) Data Migration
6 60 (23.62%) Business Intelligence
6 60 (23.62%) Java
7 59 (23.23%) ETL
8 55 (21.65%) Data Quality
9 54 (21.26%) SDLC
10 53 (20.87%) Oracle
11 52 (20.47%) Data Warehouse
12 50 (19.69%) Banking
13 47 (18.50%) Data Management
14 45 (17.72%) Analytical Skills
15 39 (15.35%) Big Data
16 36 (14.17%) Python
17 35 (13.78%) SQL Server
17 35 (13.78%) Relational Database
18 33 (12.99%) Validation
19 32 (12.60%) Scrum
19 32 (12.60%) Investment Banking
19 32 (12.60%) Hadoop
20 31 (12.20%) Spring
21 30 (11.81%) Software Engineering
21 30 (11.81%) SAP
21 30 (11.81%) XML
21 30 (11.81%) Degree
22 29 (11.42%) Data Analysis

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 23 (9.06%) Apache Spark
2 10 (3.94%) Elasticsearch
3 8 (3.15%) SAS
4 7 (2.76%) Apache
5 5 (1.97%) IIS
6 4 (1.57%) Mule
7 3 (1.18%) Apache Pig
7 3 (1.18%) Oracle SOA Suite
8 2 (0.79%) Gentran
8 2 (0.79%) JBoss
8 2 (0.79%) Mule ESB
8 2 (0.79%) SharePoint
8 2 (0.79%) WebSphere
9 1 (0.39%) Apache Solr
9 1 (0.39%) ArcGIS
9 1 (0.39%) IPython
9 1 (0.39%) Jupyter
9 1 (0.39%) WebLogic
Applications
1 19 (7.48%) MS Excel
2 5 (1.97%) MS Office
3 4 (1.57%) MS PowerPoint
4 2 (0.79%) MS Visio
5 1 (0.39%) Spreadsheet
5 1 (0.39%) SPSS
5 1 (0.39%) Stata
Business Applications
1 7 (2.76%) SAP HR
2 6 (2.36%) Cognos TM1
2 6 (2.36%) SAP ERP
3 3 (1.18%) Cognos Controller
4 2 (0.79%) Oracle EBS
4 2 (0.79%) Oracle ERP
4 2 (0.79%) Salesforce.com CRM
4 2 (0.79%) SAP Oil and Gas
5 1 (0.39%) NetSuite
5 1 (0.39%) Oracle Retail
5 1 (0.39%) SAP IS-U
5 1 (0.39%) Unit4 Business World
Cloud Services
1 7 (2.76%) Amazon AWS
2 6 (2.36%) Microsoft Azure
3 5 (1.97%) Amazon Kinesis
4 3 (1.18%) Amazon EMR
5 2 (0.79%) Amazon EC2
5 2 (0.79%) AWS Lambda
5 2 (0.79%) Azure Active Directory
5 2 (0.79%) Cloud Computing
5 2 (0.79%) GitHub
5 2 (0.79%) Google Cloud Platform
6 1 (0.39%) Amazon Glacier
6 1 (0.39%) Amazon S3
6 1 (0.39%) AWS CloudFormation
6 1 (0.39%) BlueKai
6 1 (0.39%) FinancialForce.com
6 1 (0.39%) IaaS
6 1 (0.39%) PaaS
6 1 (0.39%) SaaS
6 1 (0.39%) Virtual Private Cloud
Communications & Networking
1 6 (2.36%) LAN
2 4 (1.57%) HTTP
2 4 (1.57%) HTTPS
2 4 (1.57%) SSH
3 2 (0.79%) DSL
3 2 (0.79%) Network Security
4 1 (0.39%) FTP
4 1 (0.39%) Internet
Database & Business Intelligence
1 52 (20.47%) Data Warehouse
2 39 (15.35%) Big Data
3 35 (13.78%) Relational Database
3 35 (13.78%) SQL Server
4 32 (12.60%) Hadoop
5 23 (9.06%) DB2
6 21 (8.27%) Apache Hive
7 19 (7.48%) NoSQL
8 18 (7.09%) SQL Server Integration Services
9 14 (5.51%) QlikView
9 14 (5.51%) SQL Server Reporting Services
10 12 (4.72%) BusinessObjects
11 11 (4.33%) RDBMS
12 10 (3.94%) Data Lake
12 10 (3.94%) DataStage
12 10 (3.94%) Oracle Database
13 9 (3.54%) Oracle Reports
13 9 (3.54%) SQL Server Analysis Services
14 8 (3.15%) Enterprise Data Warehouse
14 8 (3.15%) MySQL
Development Applications
1 19 (7.48%) JIRA
2 14 (5.51%) Team Foundation Server
3 12 (4.72%) Visual Studio
4 8 (3.15%) ERwin
5 7 (2.76%) Git (software)
5 7 (2.76%) LSMW
6 6 (2.36%) Eclipse
7 5 (1.97%) Talend Open Studio
8 4 (1.57%) Jenkins
8 4 (1.57%) Maven
9 3 (1.18%) Cucumber
9 3 (1.18%) PowerDesigner
9 3 (1.18%) Zephyr
10 2 (0.79%) GoCD
10 2 (0.79%) Toad
10 2 (0.79%) Vagrant
11 1 (0.39%) AccuRev
11 1 (0.39%) JDeveloper
11 1 (0.39%) WebStorm
General
1 68 (26.77%) Finance
2 50 (19.69%) Banking
3 32 (12.60%) Investment Banking
4 16 (6.30%) Marketing
5 13 (5.12%) Retail
6 7 (2.76%) Telecoms
7 6 (2.36%) Law
8 5 (1.97%) Back Office
9 4 (1.57%) Manufacturing
10 3 (1.18%) Electronics
10 3 (1.18%) Legal
10 3 (1.18%) Pharmaceutical
10 3 (1.18%) Retail Banking
11 2 (0.79%) Financial Institution
11 2 (0.79%) Private Banking
12 1 (0.39%) Advertising
12 1 (0.39%) Aerospace
12 1 (0.39%) Billing
12 1 (0.39%) Games
Job Titles
1 78 (30.71%) Developer
2 61 (24.02%) Analyst
3 39 (15.35%) Data Analyst
4 38 (14.96%) Java Developer
5 28 (11.02%) Senior Developer
6 26 (10.24%) Agile Developer
6 26 (10.24%) Agile Java Developer
6 26 (10.24%) Senior Java Developer
7 24 (9.45%) Senior Agile Developer
7 24 (9.45%) Senior Agile Java Developer
8 23 (9.06%) Architect
9 21 (8.27%) Data Engineer
10 19 (7.48%) Business Analyst
11 16 (6.30%) Team Leader
12 15 (5.91%) Consultant
12 15 (5.91%) Data Architect
12 15 (5.91%) SQL Analyst
12 15 (5.91%) SQL Data Analyst
13 13 (5.12%) Lead Developer
14 12 (4.72%) Java Team Leader
Libraries, Frameworks & Software Standards
1 31 (12.20%) Spring
2 30 (11.81%) XML
3 26 (10.24%) Hibernate
4 22 (8.66%) J2SE
5 16 (6.30%) .NET
6 10 (3.94%) Kafka
6 10 (3.94%) SOAP
7 9 (3.54%) Web Services
7 9 (3.54%) XML Messaging
8 8 (3.15%) REST
8 8 (3.15%) WCF
9 7 (2.76%) BAPI
10 6 (2.36%) MFC
11 5 (1.97%) Gherkin
12 4 (1.57%) JAXB
12 4 (1.57%) Oracle GoldenGate
12 4 (1.57%) Oracle Streams
12 4 (1.57%) XSLT
13 3 (1.18%) Pandas
13 3 (1.18%) scikit-learn
Miscellaneous
1 45 (17.72%) Analytical Skills
2 28 (11.02%) Data Structures
3 12 (4.72%) Replication
4 11 (4.33%) Computer Science
5 8 (3.15%) Client/Server
5 8 (3.15%) Management Information System
6 7 (2.76%) Enterprise Software
7 6 (2.36%) Algorithms
8 5 (1.97%) Mainframe
9 4 (1.57%) Linux Command Line
10 3 (1.18%) NHS
10 3 (1.18%) SWIFT
10 3 (1.18%) User Experience
11 2 (0.79%) DataPower
11 2 (0.79%) FMCG
11 2 (0.79%) Foreign Exchange (FX)
12 1 (0.39%) Digital TV
12 1 (0.39%) Equities
12 1 (0.39%) Fixed Income
12 1 (0.39%) N-Tier
Operating Systems
1 23 (9.06%) Linux
2 15 (5.91%) Windows
3 2 (0.79%) Unix
4 1 (0.39%) Solaris
Processes & Methodologies
1 85 (33.46%) Agile Software Development
1 85 (33.46%) Data Modelling
2 73 (28.74%) Migration
3 62 (24.41%) Data Migration
4 60 (23.62%) Business Intelligence
5 59 (23.23%) ETL
6 54 (21.26%) SDLC
7 47 (18.50%) Data Management
8 33 (12.99%) Validation
9 32 (12.60%) Scrum
10 30 (11.81%) Software Engineering
11 29 (11.42%) Data Analysis
11 29 (11.42%) Workflow
12 28 (11.02%) Technical Analysis
13 27 (10.63%) Data Cleansing
14 25 (9.84%) Open Source
14 25 (9.84%) Stakeholder Management
15 24 (9.45%) Economics
15 24 (9.45%) Pair Programming
16 23 (9.06%) Data Architecture
Programming Languages
1 124 (48.82%) SQL
2 60 (23.62%) Java
3 36 (14.17%) Python
4 25 (9.84%) R
5 20 (7.87%) C++
6 19 (7.48%) Scala
7 17 (6.69%) C#
8 13 (5.12%) T-SQL
9 6 (2.36%) PL/SQL
10 4 (1.57%) Groovy
10 4 (1.57%) Ruby
10 4 (1.57%) VBA
11 3 (1.18%) JavaScript
11 3 (1.18%) VB.NET
12 2 (0.79%) C
12 2 (0.79%) VB
12 2 (0.79%) VBScript
13 1 (0.39%) Perl
13 1 (0.39%) PHP
13 1 (0.39%) Shell Script
Qualifications
1 30 (11.81%) Degree
2 22 (8.66%) Security Cleared
3 15 (5.91%) SC Cleared
4 10 (3.94%) ISTQB
5 7 (2.76%) ISEB
6 3 (1.18%) ISTQB Foundation Certification
7 2 (0.79%) BPSS Clearance
7 2 (0.79%) DV Cleared
8 1 (0.39%) Postgraduate
Quality Assurance & Compliance
1 55 (21.65%) Data Quality
2 13 (5.12%) QA
3 4 (1.57%) PMO
4 3 (1.18%) ISO20022
5 2 (0.79%) Basel II
5 2 (0.79%) Disclosure Scotland
5 2 (0.79%) MiFID
5 2 (0.79%) SLA
6 1 (0.39%) IAS 39
6 1 (0.39%) IFRS
6 1 (0.39%) IFRS 9
System Software
1 3 (1.18%) Active Directory
1 3 (1.18%) Apache Flume
2 2 (0.79%) HDFS
3 1 (0.39%) Apache ZooKeeper
3 1 (0.39%) Docker
Systems Management
1 4 (1.57%) Data Guard
2 2 (0.79%) Ansible
2 2 (0.79%) Oozie
3 1 (0.39%) Opscode Chef
Vendors
1 53 (20.87%) Oracle
2 30 (11.81%) SAP
3 26 (10.24%) Microsoft
4 23 (9.06%) Teradata
5 19 (7.48%) Sybase
6 17 (6.69%) Netezza
7 13 (5.12%) Informatica
8 12 (4.72%) Cognos
9 9 (3.54%) IBM
10 7 (2.76%) Cloudera
11 6 (2.36%) Salesforce.com
11 6 (2.36%) Telerik
12 5 (1.97%) Talend
13 4 (1.57%) MicroStrategy
13 4 (1.57%) Tableau
13 4 (1.57%) VMware
14 3 (1.18%) HP
14 3 (1.18%) Jaspersoft
14 3 (1.18%) Northgate
14 3 (1.18%) PeopleSoft
Essex
Montash
Rate: Competetive
Posted: 2 days ago
Crewe, Cheshire
onezeero.
Rate: £300 - £400 per annum
Posted: 5 days ago
Essex
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Rate: Competetive
Posted: 3 days ago
Cheshire
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Rate: £300 - £350 per annum
Posted: 3 days ago
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Rate: £400 - £500 per day
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Southend-On-Sea, Essex
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Rate: £350 - £465 Per Day
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Uxbridge, Middlesex
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Rate: £450 - £550 per day
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