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 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
Data Transformation
UK / England
Rank 681 738 781
Rank change year-on-year
+57 +43
Permanent jobs citing Data Transformation 154 195 157
As % of all permanent IT jobs located in England 0.20% 0.20% 0.16%
As % of the Processes & Methodologies category 0.22% 0.23% 0.18%
Number of salaries quoted 123 151 141
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £40,000 £30,783 £33,500
10% offered a salary of more than £100,000 £77,000 £70,000
UK excluding London median salary £42,500 £41,500 £43,250
% change year-on-year
+2.40% -4.04%

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
70158 84275 86248
As % of all permanent IT jobs located in England 88.85% 88.36% 86.67%
Number of salaries quoted 58065 70779 71293
Median salary £50,000 £50,000 £48,500
Median salary % change year-on-year
- +3.09%
90% offered a salary of more than £32,500 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £77,500
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 24 February 2017.

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 24 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +56 93 £65,000 +17.11% 14
South West +10 14 £44,250 -31.92% 4
East of England +17 12 £47,500 +79.24% 5
West Midlands +31 9 £42,500 +66.66%
Yorkshire +29 9 £42,500 +50.44% 1
South East +27 8 £60,000 +41.17% 2
North West -24 5 £35,000 -30.00% 3
East Midlands +12 2 £50,000 +96.07% 1
North East +5 1 £33,500 +9.98% 1
South Coast - 1 - -
Data Transformation
UK

Data Transformation
Top 30 Related IT Skills in England

For the 6 months to 24 February 2017, 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.

1 186 (60.00%) SQL
2 132 (42.58%) Business Intelligence
3 128 (41.29%) ETL
4 113 (36.45%) Finance
5 108 (34.84%) SQL Server
6 105 (33.87%) Agile Software Development
7 89 (28.71%) Microsoft
8 87 (28.06%) Data Warehouse
9 76 (24.52%) Java
9 76 (24.52%) SQL Server Integration Services
10 75 (24.19%) Degree
11 64 (20.65%) SQL Server Reporting Services
12 60 (19.35%) Data Modelling
13 55 (17.74%) .NET
14 54 (17.42%) Analytics
15 53 (17.10%) T-SQL
16 49 (15.81%) Banking
17 45 (14.52%) MS Excel
18 44 (14.19%) QlikView
19 43 (13.87%) Scrum
19 43 (13.87%) Web Services
20 42 (13.55%) SQL Server Analysis Services
21 41 (13.23%) Marketing
21 41 (13.23%) Oracle
21 41 (13.23%) Analytical Skills
22 40 (12.90%) Computer Science
23 38 (12.26%) Relational Database
24 37 (11.94%) Linux
25 36 (11.61%) Visualisation
26 35 (11.29%) 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 25 (8.06%) Apache Spark
2 11 (3.55%) Oracle SOA Suite
3 8 (2.58%) IIS
4 5 (1.61%) Apache
4 5 (1.61%) SAS
5 4 (1.29%) BizTalk Server
6 3 (0.97%) Apache Pig
6 3 (0.97%) Elasticsearch
6 3 (0.97%) SharePoint
7 1 (0.32%) JBoss
7 1 (0.32%) Mule
7 1 (0.32%) Oracle Application Server
7 1 (0.32%) Oracle Service Bus
7 1 (0.32%) WebLogic
7 1 (0.32%) WebSphere
Applications
1 45 (14.52%) MS Excel
2 13 (4.19%) MS Office
3 5 (1.61%) MS Visio
3 5 (1.61%) Spreadsheet
4 4 (1.29%) MS Project
5 2 (0.65%) MS PowerPoint
5 2 (0.65%) SPSS
Business Applications
1 9 (2.90%) SAP Oil and Gas
2 3 (0.97%) Cognos Business Intelligence
2 3 (0.97%) Oracle Retail
3 1 (0.32%) Oracle ERP
Cloud Services
1 33 (10.65%) Amazon AWS
2 22 (7.10%) SaaS
3 9 (2.90%) Microsoft Azure
4 8 (2.58%) Google Cloud Platform
5 5 (1.61%) iPaaS
6 2 (0.65%) Amazon CloudWatch
6 2 (0.65%) Boomi
6 2 (0.65%) PaaS
7 1 (0.32%) AWS Lambda
7 1 (0.32%) OpenShift
Communications & Networking
1 15 (4.84%) SSH
2 3 (0.97%) Extranet
3 2 (0.65%) FTP
3 2 (0.65%) SSL
4 1 (0.32%) SAN
Database & Business Intelligence
1 108 (34.84%) SQL Server
2 87 (28.06%) Data Warehouse
3 76 (24.52%) SQL Server Integration Services
4 64 (20.65%) SQL Server Reporting Services
5 44 (14.19%) QlikView
6 42 (13.55%) SQL Server Analysis Services
7 38 (12.26%) Relational Database
8 31 (10.00%) Hadoop
9 27 (8.71%) NoSQL
9 27 (8.71%) SQL Server 2014
10 26 (8.39%) SQL Server 2012
11 25 (8.06%) Big Data
11 25 (8.06%) OLAP
11 25 (8.06%) SQL Server 2016
12 24 (7.74%) RDBMS
13 23 (7.42%) Power BI
14 17 (5.48%) DTS
15 14 (4.52%) Apache Hive
15 14 (4.52%) PostgreSQL
15 14 (4.52%) SQL Server 2008
Development Applications
1 22 (7.10%) JIRA
2 20 (6.45%) Git (software)
3 18 (5.81%) Team Foundation Server
4 15 (4.84%) Zephyr
5 13 (4.19%) Jenkins
5 13 (4.19%) Maven
5 13 (4.19%) Visual Studio
6 9 (2.90%) Talend Open Studio
7 8 (2.58%) SQL Server Management Studio (SSMS)
8 7 (2.26%) Bitbucket
8 7 (2.26%) Vagrant
9 6 (1.94%) Atlassian Bamboo
9 6 (1.94%) Cucumber
10 3 (0.97%) Ant
10 3 (0.97%) AppVeyor
10 3 (0.97%) Mercurial
11 2 (0.65%) Eclipse
11 2 (0.65%) Selenium
11 2 (0.65%) SoapUI
11 2 (0.65%) Subversion
General
1 113 (36.45%) Finance
2 49 (15.81%) Banking
3 41 (13.23%) Marketing
4 30 (9.68%) Retail
5 21 (6.77%) Telecoms
6 18 (5.81%) Games
7 14 (4.52%) Investment Banking
8 10 (3.23%) Back Office
8 10 (3.23%) Electronics
9 9 (2.90%) Manufacturing
10 8 (2.58%) Advertising
10 8 (2.58%) Front Office
10 8 (2.58%) Law
11 7 (2.26%) Legal
12 5 (1.61%) Billing
13 4 (1.29%) Automotive
14 3 (0.97%) French Language
15 2 (0.65%) International Banking
16 1 (0.32%) Corporate Banking
16 1 (0.32%) Publishing
Job Titles
1 143 (46.13%) Developer
2 48 (15.48%) Analyst
3 45 (14.52%) SQL Developer
4 40 (12.90%) Business Intelligence Developer
5 26 (8.39%) Architect
6 20 (6.45%) Data Analyst
7 19 (6.13%) ETL Developer
8 18 (5.81%) Java Developer
9 17 (5.48%) Business Developer
9 17 (5.48%) Senior Developer
10 16 (5.16%) .NET Developer
11 15 (4.84%) Consultant
11 15 (4.84%) DBA
11 15 (4.84%) SSIS Developer
12 13 (4.19%) SQL DBA
12 13 (4.19%) SQL Server DBA
12 13 (4.19%) SQL Server Developer
13 12 (3.87%) Data Engineer
14 11 (3.55%) AWS Developer
14 11 (3.55%) QlikView Developer
Libraries, Frameworks & Software Standards
1 55 (17.74%) .NET
2 43 (13.87%) Web Services
3 33 (10.65%) XML
4 20 (6.45%) REST
5 18 (5.81%) SOAP
6 14 (4.52%) CSS
6 14 (4.52%) Gherkin
6 14 (4.52%) HTML
7 13 (4.19%) .NET Framework
7 13 (4.19%) ASP.NET
8 11 (3.55%) MDX
9 9 (2.90%) Kafka
9 9 (2.90%) Oracle GoldenGate
10 8 (2.58%) AngularJS
11 7 (2.26%) ASP.NET MVC
11 7 (2.26%) ASP.NET Web API
11 7 (2.26%) Haml
11 7 (2.26%) LINQ
11 7 (2.26%) Middleware
11 7 (2.26%) Sass
Miscellaneous
1 41 (13.23%) Analytical Skills
2 40 (12.90%) Computer Science
3 21 (6.77%) Enterprise Software
4 19 (6.13%) Management Information System
5 13 (4.19%) Replication
6 12 (3.87%) Fintech
6 12 (3.87%) Linux Command Line
7 10 (3.23%) Data Centre
7 10 (3.23%) Reinsurance
8 9 (2.90%) Equities
8 9 (2.90%) Market Risk
9 7 (2.26%) Data Structures
9 7 (2.26%) iPad
10 6 (1.94%) Foreign Exchange (FX)
11 5 (1.61%) Fixed Income
12 4 (1.29%) Client/Server
12 4 (1.29%) Grid Computing
12 4 (1.29%) Online Games
12 4 (1.29%) Reference Data
13 3 (0.97%) Clustering
Operating Systems
1 37 (11.94%) Linux
2 7 (2.26%) Unix
2 7 (2.26%) Windows
3 1 (0.32%) Solaris
Processes & Methodologies
1 132 (42.58%) Business Intelligence
2 128 (41.29%) ETL
3 105 (33.87%) Agile Software Development
4 60 (19.35%) Data Modelling
5 54 (17.42%) Analytics
6 43 (13.87%) Scrum
7 36 (11.61%) Visualisation
8 35 (11.29%) Data Analysis
8 35 (11.29%) Migration
9 30 (9.68%) Data Management
10 28 (9.03%) Data Migration
11 23 (7.42%) Stakeholder Management
12 21 (6.77%) Data Analytics
13 20 (6.45%) CRM
13 20 (6.45%) E-Commerce
13 20 (6.45%) Project Management
13 20 (6.45%) Software Engineering
14 19 (6.13%) BDD
14 19 (6.13%) Mathematics
14 19 (6.13%) Performance Tuning
Programming Languages
1 186 (60.00%) SQL
2 76 (24.52%) Java
3 53 (17.10%) T-SQL
4 24 (7.74%) Python
5 21 (6.77%) C#
5 21 (6.77%) JavaScript
6 16 (5.16%) VBA
7 13 (4.19%) Ruby
7 13 (4.19%) Scala
8 11 (3.55%) PL/SQL
9 10 (3.23%) Groovy
9 10 (3.23%) R
10 9 (2.90%) Data Analysis Expressions (DAX)
11 7 (2.26%) Elixir
11 7 (2.26%) GraphQL
11 7 (2.26%) JSX
11 7 (2.26%) VB.NET
11 7 (2.26%) XPath
12 5 (1.61%) PowerShell
12 5 (1.61%) VBScript
Qualifications
1 75 (24.19%) Degree
2 15 (4.84%) ISEB
2 15 (4.84%) ISTQB
3 4 (1.29%) Security Cleared
4 3 (0.97%) CISA
4 3 (0.97%) PMI Certification
4 3 (0.97%) PMP
5 2 (0.65%) SC Cleared
6 1 (0.32%) HND
6 1 (0.32%) MCDBA
6 1 (0.32%) MCITP
6 1 (0.32%) Microsoft Certification
Quality Assurance & Compliance
1 25 (8.06%) Data Quality
2 17 (5.48%) QA
3 9 (2.90%) MiFID
4 3 (0.97%) SDET
5 2 (0.65%) GDPR
5 2 (0.65%) IAS 39
5 2 (0.65%) IFRS
5 2 (0.65%) IFRS 9
5 2 (0.65%) SLA
6 1 (0.32%) Dodd-Frank
6 1 (0.32%) EMIR
6 1 (0.32%) FATCA
System Software
1 8 (2.58%) Docker
2 2 (0.65%) Oracle RAC
3 1 (0.32%) Apache Flume
3 1 (0.32%) Apache ZooKeeper
3 1 (0.32%) HDFS
Systems Management
1 7 (2.26%) Opscode Chef
2 3 (0.97%) Microsoft Clustering
3 1 (0.32%) Hadoop YARN
3 1 (0.32%) SCOM
3 1 (0.32%) SQL Sentry
Vendors
1 89 (28.71%) Microsoft
2 41 (13.23%) Oracle
3 30 (9.68%) Tableau
4 15 (4.84%) HP
5 13 (4.19%) SAP
6 11 (3.55%) Google
6 11 (3.55%) Informatica
6 11 (3.55%) Jaspersoft
7 9 (2.90%) Talend
7 9 (2.90%) Twitter
8 8 (2.58%) Facebook
9 4 (1.29%) Cognos
10 3 (0.97%) Adobe
10 3 (0.97%) Alteryx
10 3 (0.97%) ATG
10 3 (0.97%) Bloomberg
10 3 (0.97%) FactSet
10 3 (0.97%) IBM
10 3 (0.97%) Salesforce.com
10 3 (0.97%) Sybase
Gloucestershire
People Source Consulting
Salary: £30000 - £52000 per annum
Posted: 1 hour ago
Greater Manchester
Monarch Recruitment
Salary: £35000 - £45000 per annum
Posted: 3 days ago
Bristol, Somerset
Jiyu Consulting
Posted: Yesterday
London
KPRS
Salary: From £55,000 to £55,000 per annum £55k + benefits
Posted: 4 days ago
City of London
Michael Page Technology
Salary: £35000 - £43000 per annum + benefits
Posted: 3 days ago
Woking, Surrey
Plan International
Posted: 2 days ago
Barnsley
Energize Recruitment Solutions Ltd
Salary: £25000 - £32000 per annum + Flexi-time + a range of benefits
Posted: 7 days ago
London
Engage PSG
Salary: £35000 - £50000 per annum + Perks
Posted: 3 days ago
Central London
TRG
Salary: 60000 Per Annum benefits package
Posted: 5 days ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum benefits package
Posted: 5 days ago
London
Lorien Resourcing
Salary: £100000 - £110000 per annum + +Bonus + Car allowance + Benefits
Posted: 3 days ago
Staines
Bupa
Posted: 7 days ago
London, Greater London
360 Resourcing
Salary: £24,744- £29,112 per annum pro rata
Posted: 7 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 7 days ago
Northampton, Northamptonshire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000 + benefits
Posted: 3 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 7 days ago
Dorset
HAYS INFORMATION TECHNOLOGY
Salary: £40000.00 - £50000.00 per annum
Posted: 6 days ago
Peterborough, Cambridgeshire
BGL Group
Salary: Competitive
Posted: 11 days ago
Watford
Recruitment Genius Ltd
Salary: £45000 - £55000 per annum
Posted: 17 days ago
Newcastle Upon Tyne, Tyne and Wear
Sage UK Limited
Posted: 13 days ago
Central London / West End
Gamesys
Posted: 27 days ago
London
Client Server
Salary: £70000 - £85000 per annum + bonus + benefits
Posted: 25 days ago
London
Client Server
Salary: £70k to £85k + options + benefits
Posted: 17 days ago
Gloucestershire
People Source Consulting
Salary: £35000 - £50000 per annum
Posted: 24 days ago