The table below looks at the statistics for Data Transformation skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited Data Transformation over the 3 months to 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
Data Transformation
Rank 547 571 587
Rank change year-on-year
+24 +16
Permanent jobs citing Data Transformation 70 94 79
As % of all permanent IT jobs located in London 0.19% 0.21% 0.17%
As % of the Processes & Methodologies category 0.21% 0.24% 0.20%
Number of salaries quoted 50 74 68
Median salary £67,500 £57,500 £52,500
Median salary % change year-on-year
+17.39% +9.52%
90% offered a salary of more than £45,000 £48,000 £40,000
10% offered a salary of more than £89,750 £80,000 £67,975
UK excluding London median salary £43,250 £43,000 £42,500
% change year-on-year
+0.58% +1.17%
Data Transformation
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
33910 38985 39744
As % of all permanent IT jobs located in London 89.82% 88.27% 86.79%
Number of salaries quoted 29326 32907 32689
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Transformation
Jobs Demand Trend in London

The demand trend of job ads across the London 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 London

Data Transformation
Salary Trend in London

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

Data Transformation Salary Trend in London

Data Transformation
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing Data Transformation across the London region over the 3 months to 25 September 2016.

Data Transformation Salary Histogram in London

Data Transformation
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Transformation within the London region over the 3 months to 25 September 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
City of London +31 10 £73,750 +28.26% 6
Croydon - 2 - -
Docklands, London - 1 £70,000 -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 25 September 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 London region with a requirement for Data Transformation.

1 74 (52.11%) ETL
2 69 (48.59%) SQL
3 53 (37.32%) Business Intelligence
4 52 (36.62%) Data Warehouse
4 52 (36.62%) Finance
5 44 (30.99%) SQL Server
6 42 (29.58%) Analytics
7 41 (28.87%) Relational Database
8 40 (28.17%) Oracle
9 38 (26.76%) Agile Software Development
10 37 (26.06%) Banking
11 36 (25.35%) Java
12 30 (21.13%) Data Modelling
12 30 (21.13%) Performance Tuning
13 29 (20.42%) SQL Server Integration Services
14 28 (19.72%) Microsoft
15 27 (19.01%) QlikView
16 26 (18.31%) MS Excel
16 26 (18.31%) Analytical Skills
17 25 (17.61%) SQL Server Reporting Services
18 24 (16.90%) Data Integration
18 24 (16.90%) XML
19 23 (16.20%) Big Data
20 22 (15.49%) Data Management
21 21 (14.79%) Degree
21 21 (14.79%) SOA
22 20 (14.08%) CRM
22 20 (14.08%) Web Services
22 20 (14.08%) ETL Development
23 19 (13.38%) Tableau

Data Transformation
Top Related IT Skills in London 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 8 (5.63%) Oracle Service Bus
2 6 (4.23%) Apache
3 4 (2.82%) Mule
4 3 (2.11%) Apache Spark
4 3 (2.11%) Mule ESB
5 1 (0.70%) CMS
5 1 (0.70%) Drupal
5 1 (0.70%) WebLogic
5 1 (0.70%) WebSphere
Applications
1 26 (18.31%) MS Excel
2 1 (0.70%) MS Visio
Business Applications
1 9 (6.34%) Oracle Retail
2 5 (3.52%) Summit
3 1 (0.70%) Oracle EBS
Cloud Services
1 10 (7.04%) Microsoft Azure
2 9 (6.34%) Amazon AWS
3 4 (2.82%) Google Cloud Platform
4 3 (2.11%) Google Analytics
4 3 (2.11%) SaaS
5 2 (1.41%) AWS Lambda
6 1 (0.70%) Force.com
6 1 (0.70%) GitHub
6 1 (0.70%) IBM Cloud
Communications & Networking
1 5 (3.52%) FTP
2 1 (0.70%) Internet
Database & Business Intelligence
1 52 (36.62%) Data Warehouse
2 44 (30.99%) SQL Server
3 41 (28.87%) Relational Database
4 29 (20.42%) SQL Server Integration Services
5 27 (19.01%) QlikView
6 25 (17.61%) SQL Server Reporting Services
7 23 (16.20%) Big Data
8 16 (11.27%) SQL Server Analysis Services
9 13 (9.15%) RDBMS
10 12 (8.45%) Microsoft Analysis Services
10 12 (8.45%) MySQL
10 12 (8.45%) OLAP
10 12 (8.45%) OLTP
10 12 (8.45%) Oracle Database
11 11 (7.75%) Pentaho
11 11 (7.75%) PostgreSQL
11 11 (7.75%) Qlik Sense
12 10 (7.04%) Oracle OLAP
13 9 (6.34%) DB2
13 9 (6.34%) NoSQL
Development Applications
1 7 (4.93%) JIRA
2 5 (3.52%) Git (software)
3 3 (2.11%) Talend Open Studio
4 2 (1.41%) Jenkins
4 2 (1.41%) Maven
4 2 (1.41%) MSTest
4 2 (1.41%) SpecFlow
4 2 (1.41%) Team Foundation Server
4 2 (1.41%) Visual Studio
5 1 (0.70%) Ant
5 1 (0.70%) Vagrant
General
1 52 (36.62%) Finance
2 37 (26.06%) Banking
3 15 (10.56%) Retail
4 13 (9.15%) Telecoms
5 12 (8.45%) Investment Banking
5 12 (8.45%) Marketing
6 7 (4.93%) Advertising
7 4 (2.82%) Publishing
8 2 (1.41%) Back Office
8 2 (1.41%) Financial Institution
8 2 (1.41%) Games
8 2 (1.41%) General Ledger
9 1 (0.70%) Billing
9 1 (0.70%) Corporate Banking
9 1 (0.70%) Front Office
9 1 (0.70%) International Banking
9 1 (0.70%) Legal
Job Titles
1 61 (42.96%) Developer
2 25 (17.61%) ETL Developer
3 23 (16.20%) Architect
4 22 (15.49%) Consultant
5 20 (14.08%) SSIS Developer
6 18 (12.68%) SSRS Developer
7 16 (11.27%) Solutions Architect
7 16 (11.27%) SQL Developer
8 14 (9.86%) Analyst
9 11 (7.75%) Business Intelligence Developer
9 11 (7.75%) Data Consultant
10 10 (7.04%) Oracle Developer
11 9 (6.34%) Business Intelligence Consultant
11 9 (6.34%) Data Warehouse Developer
11 9 (6.34%) Principal Consultant
11 9 (6.34%) SQL BI Developer
11 9 (6.34%) Supply Chain Architect
12 8 (5.63%) Business Intelligence Lead
12 8 (5.63%) ERP Architect
12 8 (5.63%) Oracle Solutions Architect
Libraries, Frameworks & Software Standards
1 24 (16.90%) XML
2 20 (14.08%) Web Services
3 19 (13.38%) .NET
4 14 (9.86%) Middleware
5 8 (5.63%) CSS
5 8 (5.63%) Oracle GoldenGate
6 7 (4.93%) Haml
6 7 (4.93%) HTML
6 7 (4.93%) JMS
6 7 (4.93%) Sass
6 7 (4.93%) XML Schema
6 7 (4.93%) XSLT
7 6 (4.23%) REST
7 6 (4.23%) SOAP
8 5 (3.52%) Spring
9 2 (1.41%) ActiveMQ
9 2 (1.41%) AngularJS
9 2 (1.41%) Drools
9 2 (1.41%) Kafka
10 1 (0.70%) Regular Expression
Miscellaneous
1 26 (18.31%) Analytical Skills
2 24 (16.90%) Data Integration
3 14 (9.86%) Computer Science
3 14 (9.86%) Enterprise Software
3 14 (9.86%) Visualisation
4 10 (7.04%) Fintech
5 8 (5.63%) Replication
6 5 (3.52%) Market Risk
6 5 (3.52%) Mathematics
6 5 (3.52%) NHS
6 5 (3.52%) Reference Data
6 5 (3.52%) Statistics
6 5 (3.52%) User Experience
7 4 (2.82%) Data Extraction
7 4 (2.82%) Equities
7 4 (2.82%) Fixed Income
8 3 (2.11%) Economics
8 3 (2.11%) Equity Derivative
9 2 (1.41%) Derivative
9 2 (1.41%) Management Information System
Operating Systems
1 5 (3.52%) Linux
1 5 (3.52%) Unix
2 1 (0.70%) Windows
Processes & Methodologies
1 74 (52.11%) ETL
2 53 (37.32%) Business Intelligence
3 42 (29.58%) Analytics
4 38 (26.76%) Agile Software Development
5 30 (21.13%) Data Modelling
5 30 (21.13%) Performance Tuning
6 22 (15.49%) Data Management
7 21 (14.79%) SOA
8 20 (14.08%) CRM
8 20 (14.08%) ETL Development
9 15 (10.56%) Data Analysis
9 15 (10.56%) TOGAF
10 14 (9.86%) Database Tuning
10 14 (9.86%) E-Commerce
11 13 (9.15%) Stakeholder Management
12 12 (8.45%) Kimball Methodology
13 11 (7.75%) Data Analytics
13 11 (7.75%) Dimensional Modelling
13 11 (7.75%) Logistics
14 10 (7.04%) Data Mapping
Programming Languages
1 69 (48.59%) SQL
2 36 (25.35%) Java
3 17 (11.97%) C#
4 15 (10.56%) JavaScript
5 13 (9.15%) Python
6 12 (8.45%) T-SQL
7 10 (7.04%) PL/SQL
8 9 (6.34%) Scala
9 7 (4.93%) Elixir
9 7 (4.93%) GraphQL
9 7 (4.93%) JSX
9 7 (4.93%) PHP
9 7 (4.93%) R
9 7 (4.93%) Ruby
9 7 (4.93%) XQuery
10 2 (1.41%) VB.NET
10 2 (1.41%) VBA
11 1 (0.70%) C++
11 1 (0.70%) VB
11 1 (0.70%) VBScript
Qualifications
1 21 (14.79%) Degree
2 1 (0.70%) PhD
Quality Assurance & Compliance
1 9 (6.34%) QA
2 8 (5.63%) Data Quality
3 7 (4.93%) MiFID
4 2 (1.41%) ISO20022
5 1 (0.70%) Dodd-Frank
5 1 (0.70%) EMIR
5 1 (0.70%) FATCA
System Software
1 1 (0.70%) Docker
1 1 (0.70%) Virtual Machines
1 1 (0.70%) VirtualBox
Systems Management
1 2 (1.41%) HP Quality Center
2 1 (0.70%) DBAmp
2 1 (0.70%) Oozie
Vendors
1 40 (28.17%) Oracle
2 28 (19.72%) Microsoft
3 19 (13.38%) Tableau
4 13 (9.15%) Alteryx
5 9 (6.34%) IBM
5 9 (6.34%) Informatica
6 8 (5.63%) ATG
6 8 (5.63%) Facebook
6 8 (5.63%) IBM Sterling
6 8 (5.63%) Salesforce.com
7 7 (4.93%) Avaya
7 7 (4.93%) Genesys
7 7 (4.93%) Google
7 7 (4.93%) Siebel
7 7 (4.93%) Twitter
8 5 (3.52%) Jaspersoft
9 4 (2.82%) Bloomberg
10 3 (2.11%) Cognizant
10 3 (2.11%) Reuters
10 3 (2.11%) TIBCO
Central London / West End
Client Server
Salary: £30k to £38k + bonus + benefits
Posted: 2 days ago
London
Vantage Recruitment Solutions Ltd
Salary: From £30,000 to £45,000 per annum + Benefits
Posted: 5 days ago
City of London
KDR Recruitment
Salary: £80000 - £110000 per annum + Bonus + Excellent package
Posted: 2 days ago
London
Networking People
Salary: £65000 - £85000 per annum + full corporate benefits package
Posted: 3 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 3 days ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 3 days ago
City, London
Best Practice Talent Solutions
Salary: From £24,000 to £35,000 per annum Salary will be given based on experi
Posted: 5 days ago
London
Client Server
Salary: £30k to £38k + bonus + benefits
Posted: 9 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 16 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £70000 - £80000 per annum + bonus + bens
Posted: 27 days ago