The table below looks at the statistics for Data Transformation skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited Data Transformation over the 3 months to 9 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
9 Feb 2016
Same period 2015 Same period 2014
Data Transformation
Rank 725 777 758
Rank change year-on-year
+52 -19
Permanent jobs citing Data Transformation 226 167 194
As % of all permanent IT jobs located in the UK 0.22% 0.16% 0.18%
As % of the Processes & Methodologies category 0.26% 0.18% 0.22%
Number of salaries quoted 181 152 162
Average salary £50,000 £49,250 £45,000
Average salary % change year-on-year
+1.52% +9.44%
90% offered a salary of more than £30,167 £32,500 £30,000
10% offered a salary of more than £80,000 £67,250 £75,000
UK excluding London average salary £42,000 £42,500 £40,000
% change year-on-year
-1.17% +6.25%

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
87926 90823 89252
As % of all permanent IT jobs located in the UK 86.81% 85.21% 84.97%
Number of salaries quoted 72969 74606 71146
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,500 £31,000
10% offered a salary of more than £75,000 £75,000 £72,500
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Transformation
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing Data Transformation within the UK as a proportion of the total demand within the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in the UK

Data Transformation
Salary Trend

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

Data Transformation Salary Trend in the UK

Data Transformation
Salary Histogram

This chart provides a salary histogram for IT jobs citing Data Transformation over the 3 months to 9 February 2016 within the UK.

Data Transformation Salary Histogram in the UK

Data Transformation
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing Data Transformation within the UK over the 3 months to 9 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +84 201 £50,000 - 18
London +63 123 £55,000 -12.00% 12
City of London +91 51 £55,000 - 5
South East +9 26 £42,500 -22.72% 5
North West +19 19 £50,000 +12.35% 1
Manchester +20 14 £50,000 +17.64%
Scotland +10 14 £40,000 +14.28%
Edinburgh +17 12 £40,000 -
West Midlands -2 11 £25,500 +2.00%
East of England - 11 £26,500 -
South West -3 10 £65,000 +30.00%
East Sussex +10 8 £42,500 +6.25%
Brighton +2 8 £42,500 +6.25%
Reading +16 7 £33,000 -17.50%
Wales +4 7 £30,500 -18.66% 1
Cardiff +1 7 £30,500 -18.66% 1
South Wales 0 7 £30,500 -18.66% 1
Berkshire -9 7 £33,000 -47.20% 1
Cambridgeshire - 7 £38,750 -
Dorset +10 6 - -
Bournemouth +8 6 - -
Cheshire +17 5 £52,500 +11.70%
Warwickshire -14 5 - -
Warwick -18 5 - -
Warrington - 5 £52,500 -
Surrey +14 4 - -
Wiltshire +3 4 £65,000 +30.00%
East Midlands +1 4 £25,500 -38.55%
Coventry 0 4 £25,500 -
Milton Keynes -2 4 £57,500 +94.91% 3

Data Transformation
Top 30 Related IT Skills

For the 6 months to 9 February 2016, IT jobs within the UK citing Data Transformation also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Transformation.

1 268 (58.64%) SQL
2 199 (43.54%) SQL Server
3 197 (43.11%) Finance
4 193 (42.23%) ETL
5 164 (35.89%) SQL Server Integration Services
6 163 (35.67%) Business Intelligence
7 137 (29.98%) Microsoft
8 131 (28.67%) Data Modelling
9 128 (28.01%) Migration
10 119 (26.04%) Data Warehouse
11 107 (23.41%) SQL Server Reporting Services
12 95 (20.79%) Analytical Skills
13 94 (20.57%) Java
14 88 (19.26%) Data Management
15 87 (19.04%) Oracle
16 83 (18.16%) Analytics
17 81 (17.72%) Agile Software Development
17 81 (17.72%) SQL Server 2008
18 80 (17.51%) Big Data
19 71 (15.54%) SQL Server 2012
20 68 (14.88%) ITIL
21 66 (14.44%) MS Excel
21 66 (14.44%) Data Integration
22 64 (14.00%) Data Migration
22 64 (14.00%) XML
23 63 (13.79%) .NET
23 63 (13.79%) Relational Database
24 60 (13.13%) Banking
25 59 (12.91%) Data Analysis
26 57 (12.47%) Physical Data Model

Data Transformation
Top Related IT Skills by Category

For the 6 months to 9 February 2016, IT jobs within the UK citing Data Transformation also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Transformation. Up to 20 skills are shown per category.

Application Platforms
1 24 (5.25%) Apache
2 12 (2.63%) Confluence
2 12 (2.63%) Mule
2 12 (2.63%) WebSphere
3 9 (1.97%) IIS
4 8 (1.75%) Apache Spark
5 7 (1.53%) BizTalk Server
6 6 (1.31%) Apache Pig
7 4 (0.88%) Oracle Workflow
7 4 (0.88%) SharePoint
7 4 (0.88%) Tomcat
8 2 (0.44%) Apache Solr
8 2 (0.44%) Elasticsearch
9 1 (0.22%) Node.js
9 1 (0.22%) SAS
Applications
1 66 (14.44%) MS Excel
2 22 (4.81%) MS Office
3 8 (1.75%) MS Visio
4 4 (0.88%) MS PowerPoint
5 3 (0.66%) Spreadsheet
5 3 (0.66%) SPSS
6 1 (0.22%) MS Project
Business Applications
1 5 (1.09%) SAP Business One
1 5 (1.09%) SAP HR
1 5 (1.09%) SAP Payroll
2 4 (0.88%) SAP HCM
3 3 (0.66%) Dynamics CRM
4 2 (0.44%) SAP CO
4 2 (0.44%) SAP FI
4 2 (0.44%) SAP FI/CO
4 2 (0.44%) SAP FI-AP
4 2 (0.44%) SAP MM
4 2 (0.44%) SAP Oil and Gas
4 2 (0.44%) SAP SD
5 1 (0.22%) Dynamics AX
5 1 (0.22%) Oracle Retail
5 1 (0.22%) SAP ERP
5 1 (0.22%) SAP MDM
Cloud Services
1 22 (4.81%) SaaS
2 21 (4.60%) Amazon AWS
3 17 (3.72%) Amazon EC2
4 14 (3.06%) Amazon S3
4 14 (3.06%) PaaS
5 12 (2.63%) Google Cloud Platform
6 8 (1.75%) Google Apps
7 4 (0.88%) Force.com
7 4 (0.88%) Heroku
7 4 (0.88%) Microsoft Azure
8 3 (0.66%) Amazon Kinesis
9 2 (0.44%) GitHub
9 2 (0.44%) Office 365
10 1 (0.22%) Amazon EMR
10 1 (0.22%) Google Analytics
Communications & Networking
1 6 (1.31%) Firewall
1 6 (1.31%) SMTP
2 4 (0.88%) Internet
3 2 (0.44%) HTTP
3 2 (0.44%) HTTPS
3 2 (0.44%) LDAP
3 2 (0.44%) SSL
3 2 (0.44%) TCP/IP
4 1 (0.22%) FTP
Database & Business Intelligence
1 199 (43.54%) SQL Server
2 164 (35.89%) SQL Server Integration Services
3 119 (26.04%) Data Warehouse
4 107 (23.41%) SQL Server Reporting Services
5 81 (17.72%) SQL Server 2008
6 80 (17.51%) Big Data
7 71 (15.54%) SQL Server 2012
8 63 (13.79%) Relational Database
9 46 (10.07%) Hadoop
10 42 (9.19%) SQL Server Analysis Services
11 41 (8.97%) Siebel EIM
12 31 (6.78%) NoSQL
13 28 (6.13%) Apache Hive
14 24 (5.25%) QlikView
15 22 (4.81%) BusinessObjects
15 22 (4.81%) DB2
16 19 (4.16%) HBase
17 18 (3.94%) MySQL
18 16 (3.50%) DTS
18 16 (3.50%) Star Schema
Development Applications
1 24 (5.25%) Hudson
1 24 (5.25%) Jenkins
2 18 (3.94%) Subversion
3 16 (3.50%) Visual Studio
4 15 (3.28%) Git (software)
5 14 (3.06%) Maven
6 12 (2.63%) git-flow
7 8 (1.75%) Eclipse
8 7 (1.53%) Ant
8 7 (1.53%) ANTLR
8 7 (1.53%) JUnit
9 5 (1.09%) Team Foundation Server
10 4 (0.88%) LSMW
11 3 (0.66%) SQL Server Management Studio (SSMS)
12 2 (0.44%) JIRA
12 2 (0.44%) MSTest
12 2 (0.44%) SpecFlow
13 1 (0.22%) Talend Open Studio
General
1 197 (43.11%) Finance
2 60 (13.13%) Banking
3 27 (5.91%) Marketing
3 27 (5.91%) Telecoms
4 24 (5.25%) Retail
5 10 (2.19%) Legal
6 7 (1.53%) Back Office
7 6 (1.31%) Games
7 6 (1.31%) Law
8 5 (1.09%) Billing
8 5 (1.09%) General Ledger
9 4 (0.88%) Advertising
9 4 (0.88%) Investment Banking
9 4 (0.88%) Manufacturing
10 3 (0.66%) Publishing
11 2 (0.44%) Electronics
11 2 (0.44%) Local Government
11 2 (0.44%) Pharmaceutical
12 1 (0.22%) Financial Institution
12 1 (0.22%) Retail Banking
Job Titles
1 174 (38.07%) Developer
2 81 (17.72%) Analyst
3 49 (10.72%) Consultant
4 48 (10.50%) SQL Developer
5 47 (10.28%) Architect
5 47 (10.28%) DBA
6 42 (9.19%) Business Intelligence Developer
7 39 (8.53%) SQL DBA
8 34 (7.44%) Java Developer
9 31 (6.78%) Data Analyst
9 31 (6.78%) Senior Developer
10 29 (6.35%) Solutions Architect
11 23 (5.03%) SQL Server Developer
12 21 (4.60%) ETL Developer
12 21 (4.60%) SQL Analyst
13 20 (4.38%) Business Developer
14 19 (4.16%) Senior Business Intelligence Developer
15 18 (3.94%) Business Intelligence Analyst
16 16 (3.50%) Oracle Consultant
16 16 (3.50%) Senior Analyst
Libraries, Frameworks & Software Standards
1 64 (14.00%) XML
2 63 (13.79%) .NET
3 43 (9.41%) Web Services
4 35 (7.66%) JSON
5 25 (5.47%) jQuery
6 24 (5.25%) HTML
7 22 (4.81%) CSS
8 19 (4.16%) Middleware
8 19 (4.16%) REST
9 18 (3.94%) HTML5
10 17 (3.72%) AngularJS
11 16 (3.50%) XSLT
12 15 (3.28%) EDI
12 15 (3.28%) SOAP
13 13 (2.84%) CSS3
13 13 (2.84%) RESTful
13 13 (2.84%) ZeroMQ
14 12 (2.63%) Apache Camel
14 12 (2.63%) Apache Thrift
14 12 (2.63%) Protocol Buffers
Miscellaneous
1 95 (20.79%) Analytical Skills
2 66 (14.44%) Data Integration
3 48 (10.50%) Replication
4 20 (4.38%) Visualisation
5 15 (3.28%) Data Extraction
6 14 (3.06%) Management Information System
7 13 (2.84%) Algorithms
7 13 (2.84%) Computer Science
7 13 (2.84%) Fintech
8 12 (2.63%) NHS
8 12 (2.63%) Wiki
9 11 (2.41%) Data Conversion
10 9 (1.97%) Semantic Web
11 8 (1.75%) Data Structures
11 8 (1.75%) Linked Data
11 8 (1.75%) Reference Data
12 6 (1.31%) Client/Server
12 6 (1.31%) Mathematics
12 6 (1.31%) Online Games
12 6 (1.31%) Statistics
Operating Systems
1 38 (8.32%) Linux
2 26 (5.69%) Unix
3 25 (5.47%) Windows
4 7 (1.53%) Windows Server
5 6 (1.31%) Windows 8
5 6 (1.31%) Windows XP
6 5 (1.09%) Windows 7
7 1 (0.22%) CentOS
Processes & Methodologies
1 193 (42.23%) ETL
2 163 (35.67%) Business Intelligence
3 131 (28.67%) Data Modelling
4 128 (28.01%) Migration
5 88 (19.26%) Data Management
6 83 (18.16%) Analytics
7 81 (17.72%) Agile Software Development
8 68 (14.88%) ITIL
9 64 (14.00%) Data Migration
10 59 (12.91%) Data Analysis
11 57 (12.47%) Physical Data Model
12 45 (9.85%) Performance Monitoring
13 43 (9.41%) SOA
14 41 (8.97%) Performance Optimisation
15 38 (8.32%) Dimensional Modelling
16 36 (7.88%) Performance Tuning
17 34 (7.44%) ETL Development
18 31 (6.78%) SDLC
19 29 (6.35%) Stakeholder Management
20 28 (6.13%) Target Operating Model
Programming Languages
1 268 (58.64%) SQL
2 94 (20.57%) Java
3 55 (12.04%) T-SQL
4 44 (9.63%) C#
5 34 (7.44%) JavaScript
6 33 (7.22%) Python
7 15 (3.28%) SPARQL
8 14 (3.06%) PL/SQL
9 9 (1.97%) C
9 9 (1.97%) PHP
10 6 (1.31%) Google Apps Script
10 6 (1.31%) R
11 5 (1.09%) Shell Script
11 5 (1.09%) VB
12 4 (0.88%) ABAP
12 4 (0.88%) Perl
12 4 (0.88%) VBA
12 4 (0.88%) XPath
12 4 (0.88%) XQuery
13 3 (0.66%) Scala
Qualifications
1 51 (11.16%) Microsoft Certification
2 41 (8.97%) MCITP
3 36 (7.88%) Degree
4 11 (2.41%) Security Cleared
5 4 (0.88%) MCP
6 1 (0.22%) CCAB
6 1 (0.22%) PMI Certification
6 1 (0.22%) PMP
Quality Assurance & Compliance
1 35 (7.66%) Data Quality
2 22 (4.81%) QA
3 16 (3.50%) COBIT
4 2 (0.44%) SLA
5 1 (0.22%) Dodd-Frank
5 1 (0.22%) EMIR
5 1 (0.22%) ISO19770
System Software
1 17 (3.72%) HDFS
2 12 (2.63%) Docker
3 6 (1.31%) Active Directory
4 2 (0.44%) vCloud
4 2 (0.44%) VMware Infrastructure
Systems Management
1 6 (1.31%) SCCM
1 6 (1.31%) Systems Management Server (SMS)
2 5 (1.09%) Oozie
3 4 (0.88%) Hadoop YARN
4 3 (0.66%) Ambari
5 2 (0.44%) HP Quality Center
5 2 (0.44%) Oracle Enterprise Manager
5 2 (0.44%) Oracle RMAN
Vendors
1 137 (29.98%) Microsoft
2 87 (19.04%) Oracle
3 50 (10.94%) Siebel
4 21 (4.60%) Google
4 21 (4.60%) Sybase
5 20 (4.38%) Cognos
6 18 (3.94%) SAP
6 18 (3.94%) WorldPay
7 17 (3.72%) Informatica
8 15 (3.28%) Netezza
9 14 (3.06%) Hortonworks
9 14 (3.06%) Tableau
10 12 (2.63%) webMethods
10 12 (2.63%) WSO2
11 9 (1.97%) Salesforce.com
12 8 (1.75%) JDA
12 8 (1.75%) MicroStrategy
13 6 (1.31%) Altiris
13 6 (1.31%) Citrix
13 6 (1.31%) PeopleSoft
City, London
Ashdown IT
Salary: £55000 - £65000 per annum
Posted: 20 hours ago
City, London
Ashdown IT
Salary: £55000 - £65000 per annum
Posted: 20 hours ago
City, London
Ashdown IT
Salary: £50000 - £60000 per annum
Posted: 20 hours ago
Cardiff, South Glamorgan
CPS Group UK
Salary: £26000 - £32000 per annum + Pension & Benefits
Posted: 3 days ago
London
Tech
Salary: From £40,000 to £55,000 per annum
Posted: 4 days ago
Preston, Lancashire
Experis Ltd
Posted: 4 days ago
Central London / West End
Citrus Global Ltd
Salary: From £60,000 to £75,000 per annum + 15-25% Bonus + Benefits
Posted: 5 days ago
Winchester, Hampshire
Spectrum IT Recruitment (South) Ltd
Salary: £40000 - £45000 per annum + Benefits + Training
Posted: 5 days ago
Milton Keynes, Buckinghamshire
Deloitte
Salary: competitive
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Deloitte
Salary: competitive
Posted: 6 days ago
Milton Keynes, Buckinghamshire
Deloitte
Salary: competitive
Posted: 6 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £55,000 per annum Annual Bonus, Car Allowance, Private
Posted: 6 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £55,000 per annum Annual Bonus, Car Allowance, Private
Posted: 6 days ago
Sutton, Greater London
Reed Business Information
Salary: To £55,000 + bonus and benefits
Posted: 21 days ago
City, London
Worldpay
Posted: 21 days ago