The table below looks at the statistics for Data Transformation skills in IT contracts advertised across the UK. 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
Rank 495 519 485
Rank change year-on-year
+24 -34
Contract jobs citing Data Transformation 102 110 126
As % of all contract IT jobs located in the UK 0.23% 0.21% 0.24%
As % of the Processes & Methodologies category 0.28% 0.26% 0.30%
Number of daily rates quoted 70 71 97
Median daily rate £450 £438 £425
Median daily rate % change year-on-year
+2.85% +2.94%
90% offered a daily rate of more than £310 £285 £290
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 6
Median hourly rate - £25.00 £24.00
Median hourly rate % change year-on-year
- +4.16%
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 across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
37065 42986 41665
As % of all contract IT jobs located in the UK 82.79% 82.74% 79.50%
Number of daily rates quoted 24644 28105 26278
Median daily rate £450 £425 £420
Median daily rate % change year-on-year
+5.88% +1.19%
90% offered a daily rate of more than £300 £297 £280
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £408 £400 £399
% change year-on-year
+2.00% +0.24%
Number of hourly rates quoted 929 1180 1114
Median hourly rate £35.75 £38.75 £27.32
Median hourly rate % change year-on-year
-7.74% +41.86%
90% offered a hourly rate of more than £13.00 £13.00 £12.10
10% offered a hourly rate of more than £55.00 £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

The demand trend of contract jobs citing Data Transformation as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in the UK

Data Transformation
Daily Rate Trend

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Transformation within the UK.

Data Transformation Daily Rate Trend in the UK

Data Transformation
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation within the UK over the 3 months to 26 February 2017.

Data Transformation Daily Rate Histogram in the UK

Data Transformation
Hourly Rate Trend

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Transformation within the UK.

Data Transformation Hourly Rate Trend in the UK

Data Transformation
Top 30 Contract Locations

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 UK 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
England +21 99 £450 - 31
London +26 53 £500 +5.26% 15
South East +12 16 £450 +11.11% 2
City of London +8 11 £425 -20.93% 4
East of England -5 10 £450 +5.88% 5
West Midlands +6 9 £360 -20.00%
Norfolk - 5 £563 -
West Sussex - 5 £625 -
Yorkshire +22 4 £450 +20.00% 1
South West -2 4 £365 -15.60% 3
Birmingham - 4 £357 -
Surrey - 4 £450 - 2
West Yorkshire - 4 £450 -
North West +15 3 £350 -46.15% 3
Berkshire +10 3 £425 -17.07%
Hampshire +6 3 - -
Warwickshire +6 3 £405 -26.36%
Bedfordshire -8 3 £450 +5.88%
Guildford - 3 £450 -
Croydon - 3 £488 -
Leeds - 3 - -
Horsham - 3 £625 -
Portsmouth - 3 - -
Gloucestershire - 3 £360 - 2
Essex - 3 £450 - 3
Scotland +25 2 £450 +35.84%
Luton +1 2 £450 +5.88%
Uxbridge - 2 £513 - 1
Norwich - 2 £310 -
Crawley - 2 £413 -

Data Transformation
Top 30 Related IT Skills

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 with a requirement for Data Transformation.

1 126 (48.46%) SQL
2 87 (33.46%) Data Modelling
3 85 (32.69%) Agile Software Development
4 73 (28.08%) Migration
5 69 (26.54%) Finance
6 62 (23.85%) Business Intelligence
6 62 (23.85%) ETL
6 62 (23.85%) Data Migration
7 60 (23.08%) Java
8 55 (21.15%) Data Warehouse
8 55 (21.15%) Data Quality
9 54 (20.77%) Oracle
9 54 (20.77%) SDLC
10 51 (19.62%) Banking
11 47 (18.08%) Data Management
12 45 (17.31%) Analytical Skills
13 40 (15.38%) Big Data
14 37 (14.23%) SQL Server
14 37 (14.23%) Python
15 36 (13.85%) Relational Database
16 33 (12.69%) Hadoop
16 33 (12.69%) Validation
16 33 (12.69%) Investment Banking
17 32 (12.31%) Scrum
18 31 (11.92%) Spring
19 30 (11.54%) Software Engineering
19 30 (11.54%) Data Analysis
19 30 (11.54%) SAP
19 30 (11.54%) XML
19 30 (11.54%) Degree

Data Transformation
Top Related IT Skills 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 24 (9.23%) Apache Spark
2 10 (3.85%) Elasticsearch
3 9 (3.46%) SAS
4 7 (2.69%) Apache
5 5 (1.92%) IIS
6 4 (1.54%) Mule
7 3 (1.15%) Apache Pig
7 3 (1.15%) Oracle SOA Suite
8 2 (0.77%) Gentran
8 2 (0.77%) JBoss
8 2 (0.77%) Mule ESB
8 2 (0.77%) SharePoint
8 2 (0.77%) WebSphere
9 1 (0.38%) Apache Solr
9 1 (0.38%) ArcGIS
9 1 (0.38%) IPython
9 1 (0.38%) Jupyter
9 1 (0.38%) WebLogic
Applications
1 20 (7.69%) MS Excel
2 5 (1.92%) MS Office
3 4 (1.54%) MS PowerPoint
4 2 (0.77%) MS Visio
5 1 (0.38%) Spreadsheet
5 1 (0.38%) SPSS
5 1 (0.38%) Stata
Business Applications
1 7 (2.69%) SAP HR
2 6 (2.31%) Cognos TM1
2 6 (2.31%) SAP ERP
3 3 (1.15%) Cognos Controller
4 2 (0.77%) Oracle EBS
4 2 (0.77%) Oracle ERP
4 2 (0.77%) Salesforce.com CRM
4 2 (0.77%) SAP Oil and Gas
5 1 (0.38%) NetSuite
5 1 (0.38%) Oracle Retail
5 1 (0.38%) SAP IS-U
5 1 (0.38%) Unit4 Business World
Cloud Services
1 7 (2.69%) Amazon AWS
2 6 (2.31%) Microsoft Azure
3 5 (1.92%) Amazon Kinesis
4 3 (1.15%) Amazon EMR
5 2 (0.77%) Amazon EC2
5 2 (0.77%) AWS Lambda
5 2 (0.77%) Azure Active Directory
5 2 (0.77%) Cloud Computing
5 2 (0.77%) GitHub
5 2 (0.77%) Google Cloud Platform
6 1 (0.38%) Amazon Glacier
6 1 (0.38%) Amazon S3
6 1 (0.38%) AWS CloudFormation
6 1 (0.38%) BlueKai
6 1 (0.38%) FinancialForce.com
6 1 (0.38%) IaaS
6 1 (0.38%) PaaS
6 1 (0.38%) SaaS
6 1 (0.38%) Virtual Private Cloud
Communications & Networking
1 6 (2.31%) LAN
2 4 (1.54%) HTTP
2 4 (1.54%) HTTPS
2 4 (1.54%) SSH
3 2 (0.77%) DSL
3 2 (0.77%) Network Security
4 1 (0.38%) FTP
4 1 (0.38%) Internet
4 1 (0.38%) TCP/IP
4 1 (0.38%) Wireless
Database & Business Intelligence
1 55 (21.15%) Data Warehouse
2 40 (15.38%) Big Data
3 37 (14.23%) SQL Server
4 36 (13.85%) Relational Database
5 33 (12.69%) Hadoop
6 23 (8.85%) DB2
7 21 (8.08%) Apache Hive
8 20 (7.69%) NoSQL
8 20 (7.69%) SQL Server Integration Services
9 16 (6.15%) SQL Server Reporting Services
10 14 (5.38%) QlikView
11 12 (4.62%) BusinessObjects
11 12 (4.62%) RDBMS
12 11 (4.23%) Oracle Database
12 11 (4.23%) SQL Server Analysis Services
13 10 (3.85%) Data Lake
13 10 (3.85%) DataStage
14 9 (3.46%) Oracle Reports
15 8 (3.08%) Enterprise Data Warehouse
15 8 (3.08%) MySQL
Development Applications
1 19 (7.31%) JIRA
2 14 (5.38%) Team Foundation Server
3 12 (4.62%) Visual Studio
4 9 (3.46%) ERwin
5 7 (2.69%) Git (software)
5 7 (2.69%) LSMW
6 6 (2.31%) Eclipse
7 5 (1.92%) Talend Open Studio
8 4 (1.54%) Jenkins
8 4 (1.54%) Maven
9 3 (1.15%) Cucumber
9 3 (1.15%) PowerDesigner
9 3 (1.15%) Zephyr
10 2 (0.77%) GoCD
10 2 (0.77%) Toad
10 2 (0.77%) Vagrant
11 1 (0.38%) AccuRev
11 1 (0.38%) JDeveloper
11 1 (0.38%) Rational Rhapsody
11 1 (0.38%) WebStorm
General
1 69 (26.54%) Finance
2 51 (19.62%) Banking
3 33 (12.69%) Investment Banking
4 17 (6.54%) Marketing
5 13 (5.00%) Retail
6 7 (2.69%) Telecoms
7 6 (2.31%) Law
8 5 (1.92%) Back Office
9 4 (1.54%) Manufacturing
10 3 (1.15%) Electronics
10 3 (1.15%) Legal
10 3 (1.15%) Pharmaceutical
10 3 (1.15%) Retail Banking
11 2 (0.77%) Financial Institution
11 2 (0.77%) Private Banking
12 1 (0.38%) Advertising
12 1 (0.38%) Aerospace
12 1 (0.38%) Billing
12 1 (0.38%) Games
Job Titles
1 79 (30.38%) Developer
2 62 (23.85%) Analyst
3 40 (15.38%) Data Analyst
4 38 (14.62%) Java Developer
5 28 (10.77%) Senior Developer
6 26 (10.00%) Agile Developer
6 26 (10.00%) Agile Java Developer
6 26 (10.00%) Senior Java Developer
7 24 (9.23%) Senior Agile Developer
7 24 (9.23%) Senior Agile Java Developer
8 23 (8.85%) Architect
9 21 (8.08%) Data Engineer
10 19 (7.31%) Business Analyst
11 16 (6.15%) Consultant
11 16 (6.15%) Team Leader
12 15 (5.77%) Data Architect
12 15 (5.77%) SQL Analyst
12 15 (5.77%) SQL Data Analyst
13 13 (5.00%) Lead Developer
14 12 (4.62%) Java Team Leader
Libraries, Frameworks & Software Standards
1 31 (11.92%) Spring
2 30 (11.54%) XML
3 26 (10.00%) Hibernate
4 22 (8.46%) J2SE
5 16 (6.15%) .NET
6 10 (3.85%) Kafka
6 10 (3.85%) SOAP
7 9 (3.46%) Web Services
7 9 (3.46%) XML Messaging
8 8 (3.08%) REST
8 8 (3.08%) WCF
9 7 (2.69%) BAPI
10 6 (2.31%) MFC
11 5 (1.92%) Gherkin
11 5 (1.92%) MDX
12 4 (1.54%) JAXB
12 4 (1.54%) Oracle GoldenGate
12 4 (1.54%) Oracle Streams
12 4 (1.54%) XSLT
13 3 (1.15%) scikit-learn
Miscellaneous
1 45 (17.31%) Analytical Skills
2 28 (10.77%) Data Structures
3 13 (5.00%) Replication
4 11 (4.23%) Computer Science
5 9 (3.46%) Management Information System
6 8 (3.08%) Client/Server
7 7 (2.69%) Enterprise Software
8 6 (2.31%) Algorithms
9 5 (1.92%) Mainframe
10 4 (1.54%) Linux Command Line
11 3 (1.15%) NHS
11 3 (1.15%) SWIFT
11 3 (1.15%) User Experience
12 2 (0.77%) Credit Risk
12 2 (0.77%) DataPower
12 2 (0.77%) FMCG
12 2 (0.77%) Foreign Exchange (FX)
13 1 (0.38%) Digital TV
13 1 (0.38%) Equities
13 1 (0.38%) N-Tier
Operating Systems
1 23 (8.85%) Linux
2 15 (5.77%) Windows
3 2 (0.77%) Unix
4 1 (0.38%) Solaris
Processes & Methodologies
1 87 (33.46%) Data Modelling
2 85 (32.69%) Agile Software Development
3 73 (28.08%) Migration
4 62 (23.85%) Business Intelligence
4 62 (23.85%) Data Migration
4 62 (23.85%) ETL
5 54 (20.77%) SDLC
6 47 (18.08%) Data Management
7 33 (12.69%) Validation
8 32 (12.31%) Scrum
9 30 (11.54%) Data Analysis
9 30 (11.54%) Software Engineering
10 29 (11.15%) Workflow
11 28 (10.77%) Technical Analysis
12 27 (10.38%) Data Cleansing
13 25 (9.62%) Open Source
13 25 (9.62%) Stakeholder Management
14 24 (9.23%) Data Architecture
14 24 (9.23%) Economics
14 24 (9.23%) Pair Programming
Programming Languages
1 126 (48.46%) SQL
2 60 (23.08%) Java
3 37 (14.23%) Python
4 26 (10.00%) R
5 20 (7.69%) C++
6 19 (7.31%) Scala
7 17 (6.54%) C#
8 13 (5.00%) T-SQL
9 6 (2.31%) PL/SQL
10 4 (1.54%) Groovy
10 4 (1.54%) Ruby
10 4 (1.54%) VBA
11 3 (1.15%) JavaScript
11 3 (1.15%) VB.NET
12 2 (0.77%) C
12 2 (0.77%) VB
12 2 (0.77%) VBScript
13 1 (0.38%) Perl
13 1 (0.38%) PHP
13 1 (0.38%) Shell Script
Qualifications
1 30 (11.54%) Degree
2 22 (8.46%) Security Cleared
3 15 (5.77%) SC Cleared
4 10 (3.85%) ISTQB
5 7 (2.69%) ISEB
6 3 (1.15%) ISTQB Foundation Certification
7 2 (0.77%) BPSS Clearance
7 2 (0.77%) DV Cleared
8 1 (0.38%) Postgraduate
Quality Assurance & Compliance
1 55 (21.15%) Data Quality
2 13 (5.00%) QA
3 4 (1.54%) PMO
4 3 (1.15%) ISO20022
5 2 (0.77%) Basel II
5 2 (0.77%) Disclosure Scotland
5 2 (0.77%) MiFID
5 2 (0.77%) SLA
6 1 (0.38%) IAS 39
6 1 (0.38%) IFRS
6 1 (0.38%) IFRS 9
System Software
1 3 (1.15%) Active Directory
1 3 (1.15%) Apache Flume
2 2 (0.77%) HDFS
3 1 (0.38%) Apache ZooKeeper
3 1 (0.38%) Docker
Systems Management
1 4 (1.54%) Data Guard
2 2 (0.77%) Ansible
2 2 (0.77%) Oozie
3 1 (0.38%) Opscode Chef
Vendors
1 54 (20.77%) Oracle
2 30 (11.54%) SAP
3 28 (10.77%) Microsoft
4 23 (8.85%) Teradata
5 19 (7.31%) Sybase
6 17 (6.54%) Netezza
7 13 (5.00%) Informatica
8 12 (4.62%) Cognos
9 9 (3.46%) IBM
10 7 (2.69%) Cloudera
11 6 (2.31%) Salesforce.com
11 6 (2.31%) Telerik
12 5 (1.92%) Talend
13 4 (1.54%) MicroStrategy
13 4 (1.54%) Tableau
13 4 (1.54%) VMware
14 3 (1.15%) HP
14 3 (1.15%) Jaspersoft
14 3 (1.15%) Northgate
14 3 (1.15%) PeopleSoft
Essex
Montash
Rate: Competetive
Posted: 2 days ago
Crewe, Cheshire
onezeero.
Rate: £300 - £400 per annum
Posted: 5 days ago
Essex
Montash
Rate: Competetive
Posted: 2 days ago
Cheshire
Energize Recruitment Solutions Ltd
Rate: £300 - £350 per annum
Posted: 2 days ago
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 5 days ago
Southend-On-Sea, Essex
Digital Gurus
Rate: £350 - £465 Per Day
Posted: 3 days ago
Uxbridge, Middlesex
ReThink Recruitment
Rate: £450 - £550 per day
Posted: 6 days ago