The table below looks at the statistics for Data Transformation skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Data Transformation over the 3 months to 6 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
6 May 2016
Same period 2015 Same period 2014
Data Transformation
Rank 786 720 810
Rank change year-on-year
-66 +90
Permanent jobs citing Data Transformation 136 213 165
As % of all permanent IT jobs located in England 0.14% 0.21% 0.15%
As % of the Processes & Methodologies category 0.16% 0.24% 0.17%
Number of salaries quoted 100 183 149
Median salary £47,500 £50,500 £52,500
Median salary % change year-on-year
-5.94% -3.80%
90% offered a salary of more than £27,450 £30,000 £32,500
10% offered a salary of more than £67,750 £70,000 £60,500
UK excluding London median salary £42,500 £40,000 £47,500
% change year-on-year
+6.25% -15.78%
Data Transformation
UK

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the England region.

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
84197 88616 95514
As % of all permanent IT jobs located in England 87.73% 85.95% 85.36%
Number of salaries quoted 70858 72433 77790
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,000
10% offered a salary of more than £75,000 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Transformation
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Data Transformation as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in England

Data Transformation
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Transformation across the England region.

Data Transformation Salary Trend in England

Data Transformation
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Data Transformation across the England region over the 3 months to 6 May 2016.

Data Transformation Salary Histogram in England

Data Transformation
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the England region over the 3 months to 6 May 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +1 82 £55,000 -12.00% 4
South East -26 14 £42,500 -13.26% 2
North West +15 9 £38,750 +0.64% 1
South West +2 9 £41,000 -39.25% 6
East of England +23 8 £24,500 -45.55% 2
West Midlands -18 8 £27,000 +8.00% 2
Yorkshire +2 4 £67,500 +96.36% 2
Midlands - 2 £45,000 -
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 6 May 2016, IT 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 job ads across the England region with a requirement for Data Transformation.

1 202 (59.24%) SQL
2 164 (48.09%) ETL
3 151 (44.28%) SQL Server
4 131 (38.42%) Finance
5 124 (36.36%) Data Modelling
6 119 (34.90%) SQL Server Integration Services
7 118 (34.60%) Business Intelligence
8 98 (28.74%) Data Warehouse
9 95 (27.86%) Microsoft
10 84 (24.63%) SQL Server Reporting Services
11 83 (24.34%) Java
12 70 (20.53%) Analytical Skills
13 67 (19.65%) Analytics
14 65 (19.06%) Migration
15 64 (18.77%) Agile Software Development
16 63 (18.48%) Oracle
17 56 (16.42%) .NET
17 56 (16.42%) Big Data
18 55 (16.13%) Data Management
19 52 (15.25%) MS Excel
20 51 (14.96%) T-SQL
20 51 (14.96%) Relational Database
21 48 (14.08%) SQL Server 2012
22 47 (13.78%) XML
23 44 (12.90%) Data Analysis
24 41 (12.02%) SQL Server Analysis Services
24 41 (12.02%) Hadoop
25 40 (11.73%) Data Integration
25 40 (11.73%) Degree
25 40 (11.73%) Web Services

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 21 (6.16%) Apache
2 13 (3.81%) Mule
2 13 (3.81%) WebSphere
3 12 (3.52%) Confluence
4 11 (3.23%) Apache Spark
5 8 (2.35%) SAS
6 4 (1.17%) Apache Pig
6 4 (1.17%) SharePoint
7 3 (0.88%) Tomcat
8 2 (0.59%) Apache Solr
8 2 (0.59%) Elasticsearch
9 1 (0.29%) BizTalk Server
9 1 (0.29%) GlassFish
Applications
1 52 (15.25%) MS Excel
2 19 (5.57%) MS Office
3 11 (3.23%) MS Visio
4 3 (0.88%) MS Project
5 2 (0.59%) MS PowerPoint
6 1 (0.29%) Spreadsheet
6 1 (0.29%) SPSS
Business Applications
1 6 (1.76%) SAP HCM
2 5 (1.47%) SAP Business One
2 5 (1.47%) SAP HR
2 5 (1.47%) SAP Oil and Gas
2 5 (1.47%) SAP Payroll
3 2 (0.59%) Dynamics CRM
3 2 (0.59%) SAP CO
3 2 (0.59%) SAP FI
3 2 (0.59%) SAP FI/CO
3 2 (0.59%) SAP FI-AP
3 2 (0.59%) SAP MM
3 2 (0.59%) SAP SD
4 1 (0.29%) Oracle Retail
Cloud Services
1 22 (6.45%) Amazon AWS
2 18 (5.28%) SaaS
3 15 (4.40%) Amazon EC2
4 14 (4.11%) Amazon S3
5 13 (3.81%) Google Cloud Platform
6 12 (3.52%) PaaS
7 8 (2.35%) Microsoft Azure
8 4 (1.17%) Office 365
9 2 (0.59%) Force.com
9 2 (0.59%) GitHub
9 2 (0.59%) Heroku
10 1 (0.29%) Amazon Kinesis
10 1 (0.29%) AWS Lambda
Communications & Networking
1 5 (1.47%) SSH
2 2 (0.59%) HTTP
2 2 (0.59%) HTTPS
2 2 (0.59%) Network Security
3 1 (0.29%) Intranet
3 1 (0.29%) SAN
Database & Business Intelligence
1 151 (44.28%) SQL Server
2 119 (34.90%) SQL Server Integration Services
3 98 (28.74%) Data Warehouse
4 84 (24.63%) SQL Server Reporting Services
5 56 (16.42%) Big Data
6 51 (14.96%) Relational Database
7 48 (14.08%) SQL Server 2012
8 41 (12.02%) Hadoop
8 41 (12.02%) SQL Server Analysis Services
9 39 (11.44%) SQL Server 2008
10 27 (7.92%) DB2
11 25 (7.33%) Apache Hive
11 25 (7.33%) NoSQL
12 20 (5.87%) HBase
12 20 (5.87%) MySQL
12 20 (5.87%) Siebel EIM
12 20 (5.87%) Sqoop
13 18 (5.28%) Oracle ODI
14 17 (4.99%) Apache Cassandra
14 17 (4.99%) Oracle Database
Development Applications
1 23 (6.74%) Git (software)
2 19 (5.57%) Maven
3 16 (4.69%) Jenkins
4 14 (4.11%) Hudson
4 14 (4.11%) SQL Server Management Studio (SSMS)
4 14 (4.11%) Visual Studio
5 13 (3.81%) git-flow
6 9 (2.64%) Team Foundation Server
7 6 (1.76%) JIRA
8 5 (1.47%) Zephyr
9 4 (1.17%) LSMW
10 3 (0.88%) Atlassian Bamboo
10 3 (0.88%) Cucumber
11 2 (0.59%) Vagrant
12 1 (0.29%) CruiseControl
12 1 (0.29%) Eclipse
12 1 (0.29%) MSTest
12 1 (0.29%) SpecFlow
12 1 (0.29%) Talend Open Studio
12 1 (0.29%) Visual Studio Team System
General
1 131 (38.42%) Finance
2 34 (9.97%) Banking
3 23 (6.74%) Retail
4 22 (6.45%) Telecoms
5 18 (5.28%) Marketing
6 12 (3.52%) Legal
7 9 (2.64%) Games
7 9 (2.64%) Investment Banking
7 9 (2.64%) Law
8 8 (2.35%) Publishing
9 6 (1.76%) Back Office
9 6 (1.76%) Billing
9 6 (1.76%) General Ledger
9 6 (1.76%) Manufacturing
10 5 (1.47%) Electronics
11 2 (0.59%) Pharmaceutical
12 1 (0.29%) Financial Institution
12 1 (0.29%) Local Government
Job Titles
1 149 (43.70%) Developer
2 58 (17.01%) Analyst
3 42 (12.32%) SQL Developer
4 39 (11.44%) Business Intelligence Developer
5 33 (9.68%) Senior Developer
6 27 (7.92%) ETL Developer
7 25 (7.33%) Consultant
8 24 (7.04%) DBA
8 24 (7.04%) SSIS Developer
9 23 (6.74%) Architect
10 22 (6.45%) SQL DBA
10 22 (6.45%) SSRS Developer
11 21 (6.16%) Business Analyst
11 21 (6.16%) Solutions Architect
12 20 (5.87%) Java Developer
13 16 (4.69%) Java Engineer
14 15 (4.40%) Data Warehouse Developer
14 15 (4.40%) SQL Server Developer
15 14 (4.11%) Senior Analyst
15 14 (4.11%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 56 (16.42%) .NET
2 47 (13.78%) XML
3 40 (11.73%) Web Services
4 24 (7.04%) SOAP
5 22 (6.45%) Middleware
6 20 (5.87%) ASP.NET
6 20 (5.87%) EDI
7 17 (4.99%) JSON
8 13 (3.81%) Apache Avro
8 13 (3.81%) Apache Camel
8 13 (3.81%) Apache Thrift
8 13 (3.81%) JMS
8 13 (3.81%) Oracle GoldenGate
8 13 (3.81%) Protocol Buffers
8 13 (3.81%) REST
8 13 (3.81%) ZeroMQ
9 11 (3.23%) HTML
10 10 (2.93%) jQuery
11 8 (2.35%) Twitter Bootstrap
12 6 (1.76%) HTML5
Miscellaneous
1 70 (20.53%) Analytical Skills
2 40 (11.73%) Data Integration
3 34 (9.97%) Replication
4 29 (8.50%) Visualisation
5 20 (5.87%) Fintech
6 13 (3.81%) Algorithms
6 13 (3.81%) Computer Science
6 13 (3.81%) Management Information System
7 12 (3.52%) Wiki
8 11 (3.23%) Enterprise Software
9 9 (2.64%) Equities
9 9 (2.64%) Online Games
10 8 (2.35%) Data Structures
10 8 (2.35%) Linked Data
10 8 (2.35%) Semantic Web
11 7 (2.05%) Data Conversion
12 5 (1.47%) Data Extraction
12 5 (1.47%) NHS
12 5 (1.47%) Taxonomies
13 4 (1.17%) Ontologies
Operating Systems
1 28 (8.21%) Linux
2 13 (3.81%) Unix
3 7 (2.05%) Windows
4 5 (1.47%) Windows Server
5 2 (0.59%) Windows Server 2012
6 1 (0.29%) Windows 10
6 1 (0.29%) Windows 7
Processes & Methodologies
1 164 (48.09%) ETL
2 124 (36.36%) Data Modelling
3 118 (34.60%) Business Intelligence
4 67 (19.65%) Analytics
5 65 (19.06%) Migration
6 64 (18.77%) Agile Software Development
7 55 (16.13%) Data Management
8 44 (12.90%) Data Analysis
9 40 (11.73%) Performance Tuning
10 39 (11.44%) Physical Data Model
11 33 (9.68%) SOA
12 31 (9.09%) ETL Development
13 30 (8.80%) Data Migration
14 29 (8.50%) Scrum
15 27 (7.92%) Business Analysis
16 26 (7.62%) Kimball Methodology
16 26 (7.62%) Software Engineering
17 24 (7.04%) ITIL
17 24 (7.04%) SDLC
18 21 (6.16%) Performance Monitoring
Programming Languages
1 202 (59.24%) SQL
2 83 (24.34%) Java
3 51 (14.96%) T-SQL
4 38 (11.14%) Python
5 35 (10.26%) C#
6 21 (6.16%) JavaScript
7 17 (4.99%) PL/SQL
8 9 (2.64%) R
9 8 (2.35%) C
9 8 (2.35%) SPARQL
9 8 (2.35%) VBA
10 7 (2.05%) PHP
11 6 (1.76%) ABAP
11 6 (1.76%) Scala
11 6 (1.76%) VB
12 5 (1.47%) PowerShell
13 4 (1.17%) Ruby
14 3 (0.88%) Perl
15 2 (0.59%) Apex Code
15 2 (0.59%) C++
Qualifications
1 40 (11.73%) Degree
2 26 (7.62%) Microsoft Certification
3 20 (5.87%) MCITP
4 11 (3.23%) Security Cleared
5 5 (1.47%) ISEB
5 5 (1.47%) ISTQB
6 4 (1.17%) MCP
7 2 (0.59%) APMP
7 2 (0.59%) BPSS Clearance
7 2 (0.59%) CTC Cleared
7 2 (0.59%) DV Cleared
7 2 (0.59%) MBA
7 2 (0.59%) PhD
7 2 (0.59%) PMI Certification
7 2 (0.59%) SC Cleared
Quality Assurance & Compliance
1 21 (6.16%) QA
2 15 (4.40%) Data Quality
3 4 (1.17%) COBIT
3 4 (1.17%) IAS 39
4 2 (0.59%) HL7
4 2 (0.59%) MiFID
System Software
1 17 (4.99%) HDFS
2 15 (4.40%) Docker
3 3 (0.88%) VMware Infrastructure
4 2 (0.59%) Active Directory
4 2 (0.59%) vCloud
4 2 (0.59%) VirtualBox
5 1 (0.29%) Apache Flume
5 1 (0.29%) Apache ZooKeeper
5 1 (0.29%) Oracle RAC
5 1 (0.29%) vSphere
5 1 (0.29%) Xen
Systems Management
1 6 (1.76%) Ambari
2 2 (0.59%) Oracle Enterprise Manager
3 1 (0.29%) CA Single Sign-On
3 1 (0.29%) Cobbler
3 1 (0.29%) HP Quality Center
3 1 (0.29%) Oozie
3 1 (0.29%) Opscode Chef
3 1 (0.29%) Puppet
3 1 (0.29%) Xymon
Vendors
1 95 (27.86%) Microsoft
2 63 (18.48%) Oracle
3 27 (7.92%) Siebel
4 19 (5.57%) SAP
5 18 (5.28%) WorldPay
6 17 (4.99%) Sybase
7 15 (4.40%) Netezza
8 14 (4.11%) Hortonworks
9 13 (3.81%) Google
9 13 (3.81%) Tableau
9 13 (3.81%) webMethods
9 13 (3.81%) WSO2
10 12 (3.52%) Informatica
11 8 (2.35%) Cognos
11 8 (2.35%) ServiceNow
12 7 (2.05%) iManage
12 7 (2.05%) Jaspersoft
13 6 (1.76%) Avaya
13 6 (1.76%) Genesys
13 6 (1.76%) Salesforce.com
London
Opilio Recruitment
Salary: £25k - 30k per year
Posted: 8 hours ago
Leeds
Searchability
Salary: £45000 - £53000 per annum
Posted: 16 hours ago
Manchester, Lancashire
Circle Recruitment
Salary: £35000 - £40000 per annum + benefits
Posted: Yesterday
Cheltenham, Gloucestershire
Anatwine
Salary: From £40,000 to £65,000 per annum
Posted: Yesterday
City, London
Spring Technology
Salary: £35000 - £45000 per annum + benefits
Posted: Yesterday
St. Albans, Hertfordshire
Owen Daniels Consultancy
Salary: Up to £28,500 per annum £28,500 + Benefits
Posted: 2 days ago
South West
Cognizant
Posted: 2 days ago
London
Tech
Salary: From £50,000 to £65,000 per annum
Posted: 3 days ago
Cambridge, Cambridgeshire
Cambridge Assessment
Salary: Competitive plus benefits
Posted: 8 days ago
Gloucestershire
People Source Consulting
Salary: £50000 - £65000 per annum
Posted: 9 days ago
Gloucestershire
People Source Consulting
Salary: £25000 - £45000 per annum
Posted: 9 days ago
Winchester
Spectrum IT
Salary: £40000 - £45000 per annum + Benefits + Training
Posted: 13 days ago
Winchester
Spectrum IT
Salary: £40000 - £45000 per annum + Benefits + Training
Posted: 21 days ago