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 27 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Aug 2016
Same period 2015 Same period 2014
Data Transformation
Rank 732 729 772
Rank change year-on-year
-3 +43
Permanent jobs citing Data Transformation 160 219 174
As % of all permanent IT jobs located in England 0.18% 0.21% 0.16%
As % of the Processes & Methodologies category 0.20% 0.25% 0.19%
Number of salaries quoted 115 178 141
Median salary £45,000 £50,000 £45,000
Median salary % change year-on-year
-10.00% +11.11%
90% offered a salary of more than £34,000 £33,500 £34,500
10% offered a salary of more than £75,000 £68,950 £67,975
UK excluding London median salary £42,500 £43,000 £40,000
% change year-on-year
-1.16% +7.50%
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
79530 89127 93038
As % of all permanent IT jobs located in England 88.07% 87.44% 85.42%
Number of salaries quoted 67223 74140 74880
Median salary £50,000 £50,000 £49,000
Median salary % change year-on-year
- +2.04%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £80,000 £72,500 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 27 August 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 27 August 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 +14 65 £70,000 +21.73% 14
South East -2 48 £42,500 -1.16% 7
Yorkshire +36 10 £37,500 -51.29%
North West +15 10 £37,500 -12.79% 2
South West -6 9 £42,500 -29.16% 4
East of England +14 4 £28,750 -36.11%
East Midlands +15 2 £21,500 -
West Midlands -17 2 £42,500 +41.66%
North East - 2 £37,900 -
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 27 August 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.

1 176 (60.90%) SQL
2 145 (50.17%) ETL
3 137 (47.40%) Business Intelligence
4 133 (46.02%) SQL Server
5 102 (35.29%) Finance
6 99 (34.26%) SQL Server Integration Services
7 89 (30.80%) Data Warehouse
8 76 (26.30%) SQL Server Reporting Services
9 75 (25.95%) Agile Software Development
10 67 (23.18%) Microsoft
11 65 (22.49%) SQL Server Analysis Services
12 63 (21.80%) T-SQL
13 62 (21.45%) Data Modelling
14 60 (20.76%) Data Management
15 58 (20.07%) Data Integration
16 57 (19.72%) Analytics
17 55 (19.03%) XML
18 53 (18.34%) Java
19 47 (16.26%) Analytical Skills
20 46 (15.92%) Data Analysis
20 46 (15.92%) Degree
21 45 (15.57%) Oracle
22 44 (15.22%) .NET
23 43 (14.88%) MS Excel
23 43 (14.88%) Relational Database
24 40 (13.84%) Scrum
25 38 (13.15%) Performance Tuning
25 38 (13.15%) QlikView
26 37 (12.80%) Web Services
27 36 (12.46%) SAP

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 9 (3.11%) Apache
2 7 (2.42%) Oracle Service Bus
3 5 (1.73%) Apache Spark
3 5 (1.73%) SAS
3 5 (1.73%) SharePoint
4 4 (1.38%) Mule
5 3 (1.04%) Mule ESB
6 2 (0.69%) WebSphere
7 1 (0.35%) Apache Pig
7 1 (0.35%) BizTalk Server
7 1 (0.35%) CMS
7 1 (0.35%) Drupal
7 1 (0.35%) GlassFish
7 1 (0.35%) Tomcat
7 1 (0.35%) WebSphere Application Server
7 1 (0.35%) WebSphere Process Server
Applications
1 43 (14.88%) MS Excel
2 13 (4.50%) MS Office
3 3 (1.04%) MS Visio
4 1 (0.35%) MS PowerPoint
4 1 (0.35%) MS Project
Business Applications
1 15 (5.19%) SAP Oil and Gas
2 6 (2.08%) Oracle Retail
3 5 (1.73%) Summit
4 4 (1.38%) SAP MDM
5 1 (0.35%) Oracle EBS
5 1 (0.35%) SAP HCM
Cloud Services
1 15 (5.19%) Microsoft Azure
2 12 (4.15%) Amazon AWS
3 4 (1.38%) SaaS
4 3 (1.04%) Google Analytics
5 2 (0.69%) AWS Lambda
5 2 (0.69%) Google Cloud Platform
5 2 (0.69%) IBM Cloud
5 2 (0.69%) Office 365
6 1 (0.35%) Force.com
6 1 (0.35%) GitHub
Communications & Networking
1 15 (5.19%) SSH
2 5 (1.73%) FTP
3 3 (1.04%) SAN
4 1 (0.35%) Internet
4 1 (0.35%) Network Security
Database & Business Intelligence
1 133 (46.02%) SQL Server
2 99 (34.26%) SQL Server Integration Services
3 89 (30.80%) Data Warehouse
4 76 (26.30%) SQL Server Reporting Services
5 65 (22.49%) SQL Server Analysis Services
6 43 (14.88%) Relational Database
7 38 (13.15%) QlikView
8 30 (10.38%) SQL Server 2012
9 29 (10.03%) Big Data
10 28 (9.69%) SQL Server 2014
11 18 (6.23%) SQL Server 2016
12 17 (5.88%) MySQL
12 17 (5.88%) NoSQL
13 16 (5.54%) Microsoft Analysis Services
13 16 (5.54%) OLTP
14 14 (4.84%) OLAP
14 14 (4.84%) Oracle Database
15 13 (4.50%) DTS
16 12 (4.15%) Pentaho
17 11 (3.81%) Oracle ODI
Development Applications
1 20 (6.92%) JIRA
2 19 (6.57%) Git (software)
3 17 (5.88%) Team Foundation Server
4 15 (5.19%) Zephyr
5 9 (3.11%) Maven
6 8 (2.77%) Jenkins
7 6 (2.08%) Atlassian Bamboo
7 6 (2.08%) Cucumber
7 6 (2.08%) SQL Server Management Studio (SSMS)
8 5 (1.73%) Visual Studio
9 4 (1.38%) Talend Open Studio
10 2 (0.69%) Hudson
10 2 (0.69%) MSTest
10 2 (0.69%) SpecFlow
10 2 (0.69%) Vagrant
11 1 (0.35%) CruiseControl
11 1 (0.35%) git-flow
11 1 (0.35%) Subversion
11 1 (0.35%) Visual Studio Team System
General
1 102 (35.29%) Finance
2 30 (10.38%) Banking
2 30 (10.38%) Telecoms
3 24 (8.30%) Marketing
4 16 (5.54%) Manufacturing
5 15 (5.19%) Electronics
6 14 (4.84%) Retail
7 11 (3.81%) Back Office
8 8 (2.77%) Publishing
9 7 (2.42%) Investment Banking
9 7 (2.42%) Legal
10 5 (1.73%) Law
11 3 (1.04%) Advertising
11 3 (1.04%) General Ledger
12 2 (0.69%) Games
13 1 (0.35%) Billing
13 1 (0.35%) Financial Institution
13 1 (0.35%) Front Office
13 1 (0.35%) Pharmaceutical
Job Titles
1 119 (41.18%) Developer
2 54 (18.69%) SQL Developer
3 39 (13.49%) Business Intelligence Developer
4 35 (12.11%) Architect
5 33 (11.42%) Analyst
6 27 (9.34%) Consultant
6 27 (9.34%) ETL Developer
6 27 (9.34%) SQL Server Developer
7 26 (9.00%) SSIS Developer
8 25 (8.65%) SSRS Developer
9 23 (7.96%) SQL BI Developer
10 18 (6.23%) DBA
10 18 (6.23%) Junior
10 18 (6.23%) SQL DBA
11 17 (5.88%) SQL Server DBA
12 16 (5.54%) Senior Developer
13 15 (5.19%) Solutions Architect
14 14 (4.84%) Data Architect
15 13 (4.50%) Database Developer
15 13 (4.50%) Senior SQL Developer
Libraries, Frameworks & Software Standards
1 55 (19.03%) XML
2 44 (15.22%) .NET
3 37 (12.80%) Web Services
4 27 (9.34%) SOAP
5 26 (9.00%) REST
6 18 (6.23%) ASP.NET
7 16 (5.54%) Middleware
8 15 (5.19%) Gherkin
9 12 (4.15%) XSLT
10 11 (3.81%) JSON
11 10 (3.46%) Oracle GoldenGate
12 8 (2.77%) HTML
12 8 (2.77%) JMS
13 7 (2.42%) XML Schema
14 5 (1.73%) SAML
14 5 (1.73%) Spring
15 4 (1.38%) CSS
15 4 (1.38%) XSL
16 3 (1.04%) EDI
16 3 (1.04%) Haml
Miscellaneous
1 58 (20.07%) Data Integration
2 47 (16.26%) Analytical Skills
3 28 (9.69%) Enterprise Software
4 27 (9.34%) Visualisation
5 17 (5.88%) Management Information System
6 15 (5.19%) Computer Science
7 12 (4.15%) Data Centre
8 11 (3.81%) Replication
9 10 (3.46%) Fintech
9 10 (3.46%) iPad
9 10 (3.46%) Reinsurance
10 8 (2.77%) Data Structures
11 7 (2.42%) User Experience
12 6 (2.08%) Client/Server
12 6 (2.08%) Equities
12 6 (2.08%) Mathematics
13 5 (1.73%) NHS
13 5 (1.73%) Reference Data
13 5 (1.73%) Statistics
14 3 (1.04%) Equity Derivative
Operating Systems
1 25 (8.65%) Linux
2 6 (2.08%) Windows
3 5 (1.73%) Windows Server
4 4 (1.38%) Windows Server 2012
5 3 (1.04%) Windows Server 2003
6 2 (0.69%) Unix
7 1 (0.35%) CentOS
7 1 (0.35%) Ubuntu
7 1 (0.35%) Windows 7
Processes & Methodologies
1 145 (50.17%) ETL
2 137 (47.40%) Business Intelligence
3 75 (25.95%) Agile Software Development
4 62 (21.45%) Data Modelling
5 60 (20.76%) Data Management
6 57 (19.72%) Analytics
7 46 (15.92%) Data Analysis
8 40 (13.84%) Scrum
9 38 (13.15%) Performance Tuning
10 28 (9.69%) Data Governance
11 26 (9.00%) SOA
12 25 (8.65%) CRM
13 24 (8.30%) ETL Development
14 22 (7.61%) Master Data Management
14 22 (7.61%) Mentoring
14 22 (7.61%) Migration
15 21 (7.27%) SDLC
16 20 (6.92%) Kanban
17 19 (6.57%) Business Analysis
17 19 (6.57%) Data Analytics
Programming Languages
1 176 (60.90%) SQL
2 63 (21.80%) T-SQL
3 53 (18.34%) Java
4 30 (10.38%) C#
5 23 (7.96%) JavaScript
6 17 (5.88%) PL/SQL
7 13 (4.50%) Python
8 11 (3.81%) PHP
9 10 (3.46%) R
9 10 (3.46%) Ruby
10 7 (2.42%) XQuery
11 5 (1.73%) Scala
11 5 (1.73%) VB
12 4 (1.38%) PowerShell
13 3 (1.04%) Elixir
13 3 (1.04%) GraphQL
13 3 (1.04%) JSX
13 3 (1.04%) VBA
14 2 (0.69%) C++
14 2 (0.69%) VB.NET
Qualifications
1 46 (15.92%) Degree
2 15 (5.19%) ISEB
2 15 (5.19%) ISTQB
3 2 (0.69%) PhD
4 1 (0.35%) APMP
4 1 (0.35%) BPSS Clearance
4 1 (0.35%) ITIL Foundation Certificate
4 1 (0.35%) Microsoft Certification
4 1 (0.35%) PMI Certification
4 1 (0.35%) PRINCE2 Certification
4 1 (0.35%) Security Cleared
Quality Assurance & Compliance
1 33 (11.42%) Data Quality
2 15 (5.19%) QA
3 4 (1.38%) IAS 39
4 3 (1.04%) MiFID
5 2 (0.69%) ISO20022
System Software
1 11 (3.81%) Active Directory
2 3 (1.04%) Docker
3 2 (0.69%) Virtual Machines
3 2 (0.69%) VirtualBox
4 1 (0.35%) Apache Flume
4 1 (0.35%) HDFS
4 1 (0.35%) Hyper-V
4 1 (0.35%) Oracle RAC
4 1 (0.35%) VMware Infrastructure
4 1 (0.35%) vSphere
4 1 (0.35%) Xen
Systems Management
1 2 (0.69%) HP Quality Center
2 1 (0.35%) Ambari
2 1 (0.35%) CA Single Sign-On
2 1 (0.35%) Cobbler
2 1 (0.35%) DBAmp
2 1 (0.35%) Oozie
2 1 (0.35%) Opscode Chef
2 1 (0.35%) Puppet
2 1 (0.35%) Xymon
Vendors
1 67 (23.18%) Microsoft
2 45 (15.57%) Oracle
3 36 (12.46%) SAP
4 25 (8.65%) Tableau
5 17 (5.88%) HP
6 13 (4.50%) Alteryx
7 12 (4.15%) Informatica
8 10 (3.46%) IBM
9 8 (2.77%) Salesforce.com
10 7 (2.42%) Avaya
10 7 (2.42%) Genesys
10 7 (2.42%) iManage
10 7 (2.42%) Jaspersoft
10 7 (2.42%) Siebel
11 5 (1.73%) ATG
11 5 (1.73%) Google
11 5 (1.73%) IBM Sterling
12 4 (1.38%) Ab Initio
12 4 (1.38%) Cognos
12 4 (1.38%) Hyperion
Brighton, East Sussex
ARC IT Recruitment Ltd
Salary: Up to £40,000 + 10%
Posted: 15 hours ago
London
Vantage Recruitment Solutions Ltd
Salary: From £40,000 to £50,000 per annum + Benefits
Posted: 14 hours ago
Manchester
Nigel Frank International Ltd
Salary: £40000 - £45000 per annum
Posted: 21 hours ago
Central London / West End
Client Server
Salary: £30k to £38k + bonus + benefits
Posted: 15 hours ago
Manchester, Lancashire
Circle Recruitment
Salary: £35000 - £40000 per annum + benefits
Posted: Yesterday
Crawley, West Sussex
Comtecs
Salary: £44000 - £50000 Per Annum + on call + Bonus + Excellent Benefits
Posted: Yesterday
Central London / West End
Gamesys
Posted: 20 hours ago
Guildford, Surrey
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £65000 per annum + Benefits
Posted: 3 days ago
Gloucestershire
Churchill Frank International
Salary: £26000 - £35000 per annum + BENEFITS & PENSION
Posted: 6 days ago
London
Capita Resourcing - IT Resourcing
Salary: £40000 - £50000 per annum + benefit
Posted: 4 days ago
London
Lorien Resourcing
Salary: £100000 - £120000 per annum + Car Allow + Bonus + Benefits
Posted: Yesterday
Guildford
Spectrum IT
Salary: £50000 - £65000 per annum + Benefits
Posted: 11 days ago
London
La Fosse Associates Limited
Salary: Benefits & Equity
Posted: Yesterday
Guildford
Spectrum IT
Salary: £45000 - £60000 per annum + Benefits
Posted: 16 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 12 days ago
Cheltenham, Gloucestershire
Anatwine
Salary: From £40,000 to £65,000 per annum
Posted: 9 days ago
Gloucestershire
People Source Consulting
Salary: £30000 - £50000 per annum
Posted: 11 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 12 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 16 days ago
London
Hays London City Cheapside
Salary: £75000.00 - £85000.00 per annum
Posted: 22 days ago
Gloucestershire
People Source Consulting
Salary: £35000 - £50000 per annum
Posted: 24 days ago