The table below looks at the statistics for Data Transformation skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs 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.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
Data Transformation
UK
Rank 692 732 767
Rank change year-on-year
+40 +35
Permanent jobs citing Data Transformation 160 218 182
As % of all permanent IT jobs located in the UK 0.19% 0.21% 0.17%
As % of the Processes & Methodologies category 0.22% 0.24% 0.20%
Number of salaries quoted 125 172 165
Median salary £55,000 £50,000 £50,000
Median salary % change year-on-year
+10.00% -
90% offered a salary of more than £37,900 £29,000 £32,500
10% offered a salary of more than £100,000 £75,000 £65,000
UK excluding London median salary £42,500 £40,500 £44,250
% change year-on-year
+4.93% -8.47%

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
73661 90442 92402
As % of all permanent IT jobs located in the UK 88.79% 88.31% 86.70%
Number of salaries quoted 60548 75022 75488
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 £32,500 £31,500
10% offered a salary of more than £77,500 £75,000 £75,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Transformation
Jobs Demand Trend

The demand trend of job ads citing Data Transformation as a proportion of all IT jobs with a match in 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 26 February 2017 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 median salaries 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
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +54 151 £55,000 +10.00% 31
London +55 90 £62,500 +10.13% 15
South West +20 14 £44,250 -31.92% 3
East of England +30 12 £47,500 +79.24% 5
City of London +3 10 £55,000 - 4
Yorkshire +40 9 £42,500 +50.44% 1
West Midlands +36 9 £42,500 +66.66%
South East +45 8 £60,000 +41.17% 2
Gloucestershire - 7 £45,000 - 2
West Yorkshire +40 6 £42,500 +50.44%
Solihull - 6 £42,500 -
North West -18 5 £35,000 -30.00% 3
Surrey +53 4 £48,750 - 2
Bedfordshire +19 4 £47,500 +86.27%
Luton - 4 £47,500 -
Suffolk - 4 - -
Leeds +27 3 £41,250 +46.01%
Hampshire +24 3 £60,000 +38.72%
Wiltshire +20 3 £42,500 -34.61%
Manchester -33 3 £35,000 -30.00% 1
Ipswich - 3 - -
Huddersfield - 3 £42,500 -
Basingstoke - 3 £60,000 -
Swindon - 3 £42,500 -
Essex - 3 £55,000 - 3
Dorset +30 2 £45,000 - 1
Cheshire +18 2 £35,000 -31.70% 2
Northampton +18 2 £50,000 +96.07% 1
Birmingham +14 2 £37,500 -1.96%
Northamptonshire +12 2 £50,000 +96.07% 1

Data Transformation
Top 30 Related IT Skills

For the 6 months to 26 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 with a requirement for Data Transformation.

1 199 (61.42%) SQL
2 141 (43.52%) Business Intelligence
3 137 (42.28%) ETL
4 121 (37.35%) SQL Server
5 115 (35.49%) Finance
6 106 (32.72%) Agile Software Development
7 96 (29.63%) Data Warehouse
8 94 (29.01%) Microsoft
9 84 (25.93%) SQL Server Integration Services
10 76 (23.46%) Java
11 74 (22.84%) Degree
12 71 (21.91%) SQL Server Reporting Services
13 64 (19.75%) Data Modelling
14 60 (18.52%) .NET
15 57 (17.59%) Analytics
16 54 (16.67%) T-SQL
17 50 (15.43%) Banking
17 50 (15.43%) QlikView
18 48 (14.81%) MS Excel
19 47 (14.51%) SQL Server Analysis Services
20 43 (13.27%) Scrum
20 43 (13.27%) Web Services
21 42 (12.96%) Oracle
22 41 (12.65%) Data Analysis
22 41 (12.65%) Marketing
22 41 (12.65%) Analytical Skills
23 40 (12.35%) Computer Science
24 39 (12.04%) Migration
24 39 (12.04%) Relational Database
25 38 (11.73%) XML

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 25 (7.72%) Apache Spark
2 11 (3.40%) Oracle SOA Suite
3 8 (2.47%) IIS
4 5 (1.54%) Apache
4 5 (1.54%) SAS
5 4 (1.23%) BizTalk Server
6 3 (0.93%) Apache Pig
6 3 (0.93%) Elasticsearch
6 3 (0.93%) SharePoint
7 1 (0.31%) JBoss
7 1 (0.31%) Mule
7 1 (0.31%) Oracle Application Server
7 1 (0.31%) Oracle Service Bus
7 1 (0.31%) WebLogic
7 1 (0.31%) WebSphere
Applications
1 48 (14.81%) MS Excel
2 13 (4.01%) MS Office
3 5 (1.54%) MS Visio
3 5 (1.54%) Spreadsheet
4 4 (1.23%) MS Project
5 2 (0.62%) MS PowerPoint
5 2 (0.62%) SPSS
Business Applications
1 9 (2.78%) SAP Oil and Gas
2 3 (0.93%) Cognos Business Intelligence
2 3 (0.93%) Oracle Retail
3 1 (0.31%) Oracle ERP
Cloud Services
1 36 (11.11%) Amazon AWS
2 22 (6.79%) SaaS
3 11 (3.40%) Google Cloud Platform
4 9 (2.78%) Microsoft Azure
5 5 (1.54%) iPaaS
6 2 (0.62%) Amazon CloudWatch
6 2 (0.62%) Boomi
6 2 (0.62%) PaaS
7 1 (0.31%) AWS Lambda
7 1 (0.31%) OpenShift
Communications & Networking
1 15 (4.63%) SSH
2 3 (0.93%) Extranet
3 2 (0.62%) FTP
3 2 (0.62%) SSL
4 1 (0.31%) SAN
Database & Business Intelligence
1 121 (37.35%) SQL Server
2 96 (29.63%) Data Warehouse
3 84 (25.93%) SQL Server Integration Services
4 71 (21.91%) SQL Server Reporting Services
5 50 (15.43%) QlikView
6 47 (14.51%) SQL Server Analysis Services
7 39 (12.04%) Relational Database
8 31 (9.57%) Hadoop
9 28 (8.64%) Big Data
10 27 (8.33%) NoSQL
10 27 (8.33%) SQL Server 2014
11 26 (8.02%) SQL Server 2012
12 25 (7.72%) OLAP
13 24 (7.41%) RDBMS
13 24 (7.41%) SQL Server 2016
14 23 (7.10%) Power BI
15 16 (4.94%) DTS
16 14 (4.32%) MySQL
16 14 (4.32%) PostgreSQL
16 14 (4.32%) SQL Server 2008
Development Applications
1 22 (6.79%) JIRA
2 20 (6.17%) Git (software)
3 18 (5.56%) Team Foundation Server
4 15 (4.63%) Zephyr
5 13 (4.01%) Jenkins
5 13 (4.01%) Maven
5 13 (4.01%) Visual Studio
6 12 (3.70%) Talend Open Studio
7 8 (2.47%) SQL Server Management Studio (SSMS)
8 7 (2.16%) Bitbucket
8 7 (2.16%) Vagrant
9 6 (1.85%) Atlassian Bamboo
9 6 (1.85%) Cucumber
10 3 (0.93%) Ant
10 3 (0.93%) AppVeyor
10 3 (0.93%) Mercurial
11 2 (0.62%) Eclipse
11 2 (0.62%) Selenium
11 2 (0.62%) SoapUI
11 2 (0.62%) Subversion
General
1 115 (35.49%) Finance
2 50 (15.43%) Banking
3 41 (12.65%) Marketing
4 33 (10.19%) Retail
5 21 (6.48%) Telecoms
6 18 (5.56%) Games
7 14 (4.32%) Investment Banking
8 10 (3.09%) Electronics
9 9 (2.78%) Back Office
9 9 (2.78%) Manufacturing
10 8 (2.47%) Advertising
10 8 (2.47%) Front Office
10 8 (2.47%) Law
10 8 (2.47%) Legal
11 5 (1.54%) Billing
12 4 (1.23%) Automotive
13 3 (0.93%) French Language
14 2 (0.62%) International Banking
15 1 (0.31%) Corporate Banking
15 1 (0.31%) Publishing
Job Titles
1 151 (46.60%) Developer
2 49 (15.12%) Analyst
3 48 (14.81%) Business Intelligence Developer
4 46 (14.20%) SQL Developer
5 29 (8.95%) Architect
6 20 (6.17%) Consultant
6 20 (6.17%) Data Analyst
7 19 (5.86%) Business Developer
7 19 (5.86%) ETL Developer
8 18 (5.56%) Java Developer
8 18 (5.56%) Senior Developer
9 16 (4.94%) .NET Developer
9 16 (4.94%) QlikView Developer
9 16 (4.94%) SSIS Developer
10 15 (4.63%) DBA
11 13 (4.01%) SQL DBA
11 13 (4.01%) SQL Server Developer
12 12 (3.70%) Data Engineer
12 12 (3.70%) SQL Server DBA
13 11 (3.40%) AWS Developer
Libraries, Frameworks & Software Standards
1 60 (18.52%) .NET
2 43 (13.27%) Web Services
3 38 (11.73%) XML
4 20 (6.17%) REST
5 18 (5.56%) ASP.NET
5 18 (5.56%) SOAP
6 14 (4.32%) CSS
6 14 (4.32%) Gherkin
6 14 (4.32%) HTML
7 13 (4.01%) .NET Framework
8 11 (3.40%) MDX
9 9 (2.78%) Kafka
9 9 (2.78%) Oracle GoldenGate
10 8 (2.47%) AngularJS
11 7 (2.16%) ASP.NET MVC
11 7 (2.16%) ASP.NET Web API
11 7 (2.16%) Haml
11 7 (2.16%) LINQ
11 7 (2.16%) Middleware
11 7 (2.16%) Sass
Miscellaneous
1 41 (12.65%) Analytical Skills
2 40 (12.35%) Computer Science
3 20 (6.17%) Enterprise Software
4 19 (5.86%) Management Information System
5 13 (4.01%) Replication
6 12 (3.70%) Fintech
6 12 (3.70%) iPad
6 12 (3.70%) Linux Command Line
7 10 (3.09%) Data Structures
8 9 (2.78%) Data Centre
8 9 (2.78%) Equities
8 9 (2.78%) Market Risk
8 9 (2.78%) Reinsurance
9 6 (1.85%) Foreign Exchange (FX)
10 5 (1.54%) Fixed Income
11 4 (1.23%) Client/Server
11 4 (1.23%) Grid Computing
11 4 (1.23%) Online Games
11 4 (1.23%) Reference Data
12 3 (0.93%) Algorithms
Operating Systems
1 37 (11.42%) Linux
2 7 (2.16%) Unix
2 7 (2.16%) Windows
3 1 (0.31%) AIX
3 1 (0.31%) Solaris
Processes & Methodologies
1 141 (43.52%) Business Intelligence
2 137 (42.28%) ETL
3 106 (32.72%) Agile Software Development
4 64 (19.75%) Data Modelling
5 57 (17.59%) Analytics
6 43 (13.27%) Scrum
7 41 (12.65%) Data Analysis
8 39 (12.04%) Migration
9 38 (11.73%) Visualisation
10 30 (9.26%) Data Management
11 29 (8.95%) Data Migration
12 25 (7.72%) Data Integration
13 23 (7.10%) Stakeholder Management
14 21 (6.48%) CRM
14 21 (6.48%) Data Analytics
14 21 (6.48%) E-Commerce
15 20 (6.17%) Project Management
15 20 (6.17%) Software Engineering
16 19 (5.86%) BDD
16 19 (5.86%) Mathematics
Programming Languages
1 199 (61.42%) SQL
2 76 (23.46%) Java
3 54 (16.67%) T-SQL
4 24 (7.41%) Python
5 21 (6.48%) C#
5 21 (6.48%) JavaScript
6 17 (5.25%) VBA
7 13 (4.01%) Ruby
7 13 (4.01%) Scala
8 11 (3.40%) PL/SQL
9 10 (3.09%) Groovy
9 10 (3.09%) R
10 9 (2.78%) Data Analysis Expressions (DAX)
11 7 (2.16%) Elixir
11 7 (2.16%) GraphQL
11 7 (2.16%) JSX
11 7 (2.16%) VB.NET
11 7 (2.16%) XPath
12 5 (1.54%) PowerShell
12 5 (1.54%) VBScript
Qualifications
1 74 (22.84%) Degree
2 15 (4.63%) ISEB
2 15 (4.63%) ISTQB
3 4 (1.23%) Security Cleared
4 3 (0.93%) CISA
4 3 (0.93%) PMI Certification
4 3 (0.93%) PMP
5 2 (0.62%) SC Cleared
6 1 (0.31%) HND
6 1 (0.31%) MCDBA
6 1 (0.31%) MCITP
6 1 (0.31%) Microsoft Certification
Quality Assurance & Compliance
1 28 (8.64%) Data Quality
2 17 (5.25%) QA
3 9 (2.78%) MiFID
4 4 (1.23%) PMO
5 3 (0.93%) SDET
6 2 (0.62%) GDPR
6 2 (0.62%) IAS 39
6 2 (0.62%) IFRS
6 2 (0.62%) IFRS 9
6 2 (0.62%) SLA
7 1 (0.31%) Dodd-Frank
7 1 (0.31%) EMIR
7 1 (0.31%) FATCA
System Software
1 8 (2.47%) Docker
2 2 (0.62%) Oracle RAC
3 1 (0.31%) Active Directory
3 1 (0.31%) Apache Flume
3 1 (0.31%) Apache ZooKeeper
3 1 (0.31%) HDFS
Systems Management
1 7 (2.16%) Opscode Chef
2 3 (0.93%) Microsoft Clustering
3 1 (0.31%) Hadoop YARN
3 1 (0.31%) SCOM
3 1 (0.31%) SQL Sentry
Vendors
1 94 (29.01%) Microsoft
2 42 (12.96%) Oracle
3 35 (10.80%) Tableau
4 15 (4.63%) HP
5 14 (4.32%) Google
5 14 (4.32%) Informatica
6 13 (4.01%) SAP
7 12 (3.70%) Talend
8 11 (3.40%) Jaspersoft
9 9 (2.78%) Twitter
10 8 (2.47%) Facebook
11 4 (1.23%) Cognos
12 3 (0.93%) Adobe
12 3 (0.93%) ATG
12 3 (0.93%) Bloomberg
12 3 (0.93%) Capita
12 3 (0.93%) IBM
12 3 (0.93%) IBM Sterling
12 3 (0.93%) Salesforce.com
12 3 (0.93%) Sybase
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum benefits package
Posted: 8 hours ago
London
Oscar
Salary: £40000 - £50000 per annum + Benefits
Posted: 2 days ago
City, London
Square One Resources
Salary: From £90,000 to £110,000 per annum + Benefits
Posted: 2 days ago
Greater Manchester
Monarch Recruitment
Salary: £35000 - £45000 per annum
Posted: 5 days ago
London
Engage PSG
Salary: £35000 - £50000 per annum + Perks
Posted: 2 days ago
London
KPRS
Salary: From £55,000 to £55,000 per annum £55k + benefits
Posted: 6 days ago
Gloucestershire
People Source Consulting
Salary: £30000 - £52000 per annum
Posted: 2 days ago
Barnsley
Energize Recruitment Solutions Ltd
Salary: £25000 - £32000 per annum + Flexi-time + a range of benefits
Posted: 9 days ago
City of London
Michael Page Technology
Salary: £35000 - £43000 per annum + benefits
Posted: 5 days ago
Central London
TRG
Salary: 60000 Per Annum benefits package
Posted: 7 days ago
Woking, Surrey
Plan International
Posted: 4 days ago
Staines
Bupa
Posted: 9 days ago
London, Greater London
360 Resourcing
Salary: £24,744- £29,112 per annum pro rata
Posted: 9 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 9 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 9 days ago
London
Lorien Resourcing
Salary: £100000 - £110000 per annum + +Bonus + Car allowance + Benefits
Posted: 5 days ago
Northampton, Northamptonshire
Evolution Recruitment Solutions
Salary: 30,000 - 45,000 + benefits
Posted: 5 days ago
Peterborough, Cambridgeshire
BGL Group
Salary: Competitive
Posted: 13 days ago
Dorset
Hays Specialist Recruitment Ltd
Salary: £40000.00 - £50000.00 per annum
Posted: 9 days ago
Watford
Recruitment Genius Ltd
Salary: £45000 - £55000 per annum
Posted: 19 days ago
Newcastle Upon Tyne, Tyne and Wear
Sage UK Limited
Posted: 16 days ago
UK Wide
Capgemini
Salary: Negotiable
Posted: 16 days ago
UK Wide
Capgemini
Salary: Negotiable
Posted: 26 days ago
London
Client Server
Salary: £70000 - £85000 per annum + bonus + benefits
Posted: 27 days ago
London
Client Server
Salary: £70k to £85k + options + benefits
Posted: 19 days ago
Gloucestershire
People Source Consulting
Salary: £35000 - £50000 per annum
Posted: 26 days ago
UK Wide
Capgemini
Salary: Negotiable
Posted: 26 days ago