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

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Data Transformation
England / London
Rank 489 526 581
Rank change year-on-year
+37 +55
Permanent jobs citing Data Transformation 93 113 73
As % of all permanent IT jobs located in London 0.28% 0.28% 0.17%
As % of the Processes & Methodologies category 0.31% 0.31% 0.20%
Number of salaries quoted 77 87 59
Median salary £62,500 £56,000 £62,500
Median salary % change year-on-year
+11.60% -10.40%
90% offered a salary of more than £45,000 £45,000 £44,500
10% offered a salary of more than £100,000 £85,000 £80,500
UK excluding London median salary £42,500 £41,500 £44,250
% change year-on-year
+2.40% -6.21%

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
30130 36214 36642
As % of all permanent IT jobs located in London 89.94% 89.22% 87.11%
Number of salaries quoted 25286 30904 30654
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £39,000 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
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 27 February 2017.

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 27 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
City of London -9 10 £55,000 - 5
Canary Wharf - 2 - -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 27 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 London region with a requirement for Data Transformation.

1 90 (51.43%) SQL
2 67 (38.29%) Finance
3 60 (34.29%) Agile Software Development
4 54 (30.86%) ETL
5 52 (29.71%) Business Intelligence
6 49 (28.00%) Degree
7 48 (27.43%) Java
8 41 (23.43%) Banking
9 38 (21.71%) SQL Server
9 38 (21.71%) Analytics
10 36 (20.57%) Data Warehouse
11 35 (20.00%) Data Modelling
12 34 (19.43%) Computer Science
13 33 (18.86%) QlikView
14 29 (16.57%) Migration
15 28 (16.00%) Microsoft
15 28 (16.00%) Analytical Skills
15 28 (16.00%) Hadoop
15 28 (16.00%) Visualisation
16 27 (15.43%) Relational Database
17 26 (14.86%) Amazon AWS
18 25 (14.29%) Data Migration
19 24 (13.71%) SQL Server Integration Services
20 23 (13.14%) Stakeholder Management
20 23 (13.14%) Data Management
21 22 (12.57%) .NET
21 22 (12.57%) Apache Spark
22 21 (12.00%) Oracle
22 21 (12.00%) Python
23 20 (11.43%) NoSQL

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 22 (12.57%) Apache Spark
2 6 (3.43%) Oracle SOA Suite
3 3 (1.71%) IIS
3 3 (1.71%) SAS
4 2 (1.14%) Apache
4 2 (1.14%) Apache Pig
4 2 (1.14%) Elasticsearch
4 2 (1.14%) Oracle Application Server
5 1 (0.57%) JBoss
5 1 (0.57%) Mule
5 1 (0.57%) Oracle Service Bus
5 1 (0.57%) WebLogic
5 1 (0.57%) WebSphere
Applications
1 18 (10.29%) MS Excel
2 5 (2.86%) Spreadsheet
3 4 (2.29%) MS Project
4 3 (1.71%) MS Office
5 2 (1.14%) SPSS
Business Applications
1 3 (1.71%) Oracle Retail
2 1 (0.57%) Cognos Business Intelligence
Cloud Services
1 26 (14.86%) Amazon AWS
2 12 (6.86%) SaaS
3 8 (4.57%) Google Cloud Platform
4 5 (2.86%) Microsoft Azure
5 2 (1.14%) Amazon CloudWatch
5 2 (1.14%) Boomi
6 1 (0.57%) AWS Lambda
6 1 (0.57%) OpenShift
Database & Business Intelligence
1 38 (21.71%) SQL Server
2 36 (20.57%) Data Warehouse
3 33 (18.86%) QlikView
4 28 (16.00%) Hadoop
5 27 (15.43%) Relational Database
6 24 (13.71%) SQL Server Integration Services
7 20 (11.43%) Big Data
7 20 (11.43%) NoSQL
8 19 (10.86%) RDBMS
9 14 (8.00%) PostgreSQL
10 13 (7.43%) Apache Hive
10 13 (7.43%) OLAP
10 13 (7.43%) SQL Server Reporting Services
11 12 (6.86%) MySQL
12 11 (6.29%) JasperReports
12 11 (6.29%) Qlik Sense
13 10 (5.71%) Oracle OLAP
14 9 (5.14%) Amazon Redshift
14 9 (5.14%) HBase
14 9 (5.14%) Power BI
Development Applications
1 9 (5.14%) Talend Open Studio
2 8 (4.57%) JIRA
3 5 (2.86%) Maven
4 4 (2.29%) Git (software)
5 3 (1.71%) Ant
5 3 (1.71%) Visual Studio
6 1 (0.57%) Jenkins
6 1 (0.57%) Selenium
6 1 (0.57%) Toad
General
1 67 (38.29%) Finance
2 41 (23.43%) Banking
3 18 (10.29%) Games
4 14 (8.00%) Investment Banking
4 14 (8.00%) Marketing
5 11 (6.29%) Retail
6 8 (4.57%) Front Office
7 7 (4.00%) Advertising
7 7 (4.00%) Telecoms
8 6 (3.43%) Legal
9 4 (2.29%) Law
10 2 (1.14%) International Banking
10 2 (1.14%) Publishing
11 1 (0.57%) Billing
11 1 (0.57%) Corporate Banking
11 1 (0.57%) Financial Institution
Job Titles
1 83 (47.43%) Developer
2 25 (14.29%) Business Intelligence Developer
3 24 (13.71%) Analyst
3 24 (13.71%) SQL Developer
4 18 (10.29%) Architect
5 15 (8.57%) Business Developer
5 15 (8.57%) Java Developer
6 12 (6.86%) Data Analyst
7 11 (6.29%) AWS Developer
7 11 (6.29%) Data Engineer
7 11 (6.29%) Programme Manager
7 11 (6.29%) Senior Developer
8 10 (5.71%) Consultant
8 10 (5.71%) Oracle Developer
9 9 (5.14%) PL/SQL Developer
10 8 (4.57%) Big Data Engineer
10 8 (4.57%) Data Architect
11 7 (4.00%) OLAP Developer
11 7 (4.00%) Ruby Engineer
11 7 (4.00%) SSRS Developer
Libraries, Frameworks & Software Standards
1 22 (12.57%) .NET
2 18 (10.29%) Web Services
3 12 (6.86%) XML
4 9 (5.14%) Oracle GoldenGate
5 7 (4.00%) CSS
5 7 (4.00%) Haml
5 7 (4.00%) HTML
5 7 (4.00%) Kafka
5 7 (4.00%) Sass
6 4 (2.29%) J2EE
7 3 (1.71%) JMS
7 3 (1.71%) MDX
8 2 (1.14%) AngularJS
8 2 (1.14%) D3.js
8 2 (1.14%) Java EE
8 2 (1.14%) Middleware
9 1 (0.57%) .NET Framework
9 1 (0.57%) ActiveMQ
9 1 (0.57%) RESTful
9 1 (0.57%) XSD
Miscellaneous
1 34 (19.43%) Computer Science
2 28 (16.00%) Analytical Skills
3 9 (5.14%) Equities
3 9 (5.14%) Market Risk
3 9 (5.14%) Replication
4 8 (4.57%) Fintech
5 7 (4.00%) Management Information System
6 6 (3.43%) Data Structures
6 6 (3.43%) Foreign Exchange (FX)
7 5 (2.86%) Fixed Income
8 4 (2.29%) Client/Server
8 4 (2.29%) Enterprise Software
8 4 (2.29%) Grid Computing
8 4 (2.29%) Online Games
8 4 (2.29%) Reference Data
9 3 (1.71%) Algorithms
9 3 (1.71%) iPad
10 2 (1.14%) Hedge funds
11 1 (0.57%) NHS
11 1 (0.57%) Social Media
Operating Systems
1 11 (6.29%) Linux
2 4 (2.29%) Unix
3 1 (0.57%) Windows
Processes & Methodologies
1 60 (34.29%) Agile Software Development
2 54 (30.86%) ETL
3 52 (29.71%) Business Intelligence
4 38 (21.71%) Analytics
5 35 (20.00%) Data Modelling
6 29 (16.57%) Migration
7 28 (16.00%) Visualisation
8 25 (14.29%) Data Migration
9 23 (13.14%) Data Management
9 23 (13.14%) Stakeholder Management
10 15 (8.57%) Data Analysis
10 15 (8.57%) Software Engineering
11 14 (8.00%) E-Commerce
11 14 (8.00%) Mathematics
11 14 (8.00%) Project Management
11 14 (8.00%) Statistics
12 13 (7.43%) Data Analytics
12 13 (7.43%) OO
13 12 (6.86%) Data Mapping
14 11 (6.29%) Workflow
Programming Languages
1 90 (51.43%) SQL
2 48 (27.43%) Java
3 21 (12.00%) Python
4 15 (8.57%) VBA
5 14 (8.00%) T-SQL
6 13 (7.43%) JavaScript
7 12 (6.86%) Scala
8 11 (6.29%) Groovy
9 9 (5.14%) PL/SQL
10 8 (4.57%) Ruby
11 7 (4.00%) C#
11 7 (4.00%) Elixir
11 7 (4.00%) GraphQL
11 7 (4.00%) JSX
12 6 (3.43%) R
13 4 (2.29%) C++
13 4 (2.29%) VB
14 3 (1.71%) PowerShell
15 2 (1.14%) VB.NET
15 2 (1.14%) VBScript
Qualifications
1 49 (28.00%) Degree
2 2 (1.14%) Security Cleared
3 1 (0.57%) CISA
3 1 (0.57%) PMI Certification
3 1 (0.57%) PMP
Quality Assurance & Compliance
1 16 (9.14%) Data Quality
2 12 (6.86%) QA
3 9 (5.14%) MiFID
4 4 (2.29%) PMO
5 2 (1.14%) GDPR
5 2 (1.14%) SDET
6 1 (0.57%) Dodd-Frank
6 1 (0.57%) EMIR
6 1 (0.57%) FATCA
System Software
1 1 (0.57%) Apache Flume
1 1 (0.57%) Docker
Systems Management
1 1 (0.57%) SCOM
Vendors
1 28 (16.00%) Microsoft
2 21 (12.00%) Oracle
3 20 (11.43%) Tableau
4 12 (6.86%) Jaspersoft
5 11 (6.29%) Google
6 9 (5.14%) Informatica
6 9 (5.14%) Talend
6 9 (5.14%) Twitter
7 8 (4.57%) Facebook
8 3 (1.71%) ATG
8 3 (1.71%) Bloomberg
8 3 (1.71%) FactSet
8 3 (1.71%) IBM
8 3 (1.71%) IBM Sterling
8 3 (1.71%) Sybase
9 2 (1.14%) Alteryx
9 2 (1.14%) Apple
9 2 (1.14%) Dell
9 2 (1.14%) Salesforce.com
9 2 (1.14%) TIBCO
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum benefits package
Posted: Yesterday
London
Oscar
Salary: £40000 - £50000 per annum + Benefits
Posted: 2 days ago
City, London
Oliver James Associates
Salary: £30000 - £45000 per annum
Posted: 4 hours ago
City, London
Square One Resources
Salary: From £90,000 to £110,000 per annum + Benefits
Posted: 2 days ago
London
Engage PSG
Salary: £35000 - £50000 per annum + Perks
Posted: 2 days ago
City of London
Michael Page Technology
Salary: £35000 - £43000 per annum + benefits
Posted: 6 days ago
Central London
TRG
Salary: 60000 Per Annum benefits package
Posted: 8 days ago
London, Greater London
360 Resourcing
Salary: £24,744- £29,112 per annum pro rata
Posted: 10 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 9 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 10 days ago
London
Lorien Resourcing
Salary: £100000 - £110000 per annum + +Bonus + Car allowance + Benefits
Posted: 6 days ago
London
Client Server
Salary: £70k to £85k + options + benefits
Posted: 20 days ago