The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for Data Transformation skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Transformation over the 3 months to 28 March 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
England / London
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 459 565 586
Rank change year-on-year +106 +21  
Permanent jobs citing Data Transformation 118 90 77
As % of all permanent IT jobs advertised in London 0.35% 0.21% 0.18%
As % of the Processes & Methodologies category 0.39% 0.24% 0.20%
Number of salaries quoted 90 64 61
Median salary £60,000 £60,000 £62,500
Median salary % change year-on-year - -4.00%  
90% offered a salary of more than £45,000 £43,250 £45,000
10% offered a salary of more than £100,000 £82,000 £80,500
UK excluding London median salary £45,000 £42,500 £42,500
% change year-on-year +5.88% -  

Data Transformation is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 30441 37820 37607
As % of all permanent IT job vacancies advertised in London 90.25% 89.69% 87.66%
Number of salaries quoted 25539 32306 31364
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,695 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

Data Transformation
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing Data Transformation as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Transformation 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 in London.

Salary trend for Data Transformation in London

Data Transformation
Salary Histogram in London

The salary distribution of IT jobs citing Data Transformation in London over the 3 months to 28 March 2017.

Salary histogram for Data Transformation 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 28 March 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 +17 17 £60,000 +8.10% 8
Canary Wharf - 1 - -
Data Transformation
England

Data Transformation
Top 30 Co-occurring IT Skills in London

For the 6 months to 28 March 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.

1 105 (53.30%) SQL
2 78 (39.59%) Finance
3 69 (35.03%) Agile Software Development
4 66 (33.50%) ETL
4 66 (33.50%) Business Intelligence
5 64 (32.49%) Java
6 60 (30.46%) Degree
7 48 (24.37%) Computer Science
8 47 (23.86%) Data Modelling
9 43 (21.83%) Analytics
10 39 (19.80%) SQL Server
11 37 (18.78%) Banking
12 36 (18.27%) Data Warehouse
12 36 (18.27%) Analytical Skills
13 34 (17.26%) QlikView
13 34 (17.26%) .NET
13 34 (17.26%) Visualisation
14 33 (16.75%) Microsoft
15 32 (16.24%) Amazon AWS
16 31 (15.74%) SQL Server Integration Services
17 30 (15.23%) Hadoop
18 29 (14.72%) Migration
19 28 (14.21%) Big Data
20 27 (13.71%) Relational Database
20 27 (13.71%) Web Services
21 26 (13.20%) Oracle
21 26 (13.20%) Stakeholder Management
22 24 (12.18%) JavaScript
22 24 (12.18%) Apache Spark
23 23 (11.68%) Jaspersoft

Data Transformation
Co-occurring 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 24 (12.18%) Apache Spark
2 7 (3.55%) Oracle SOA Suite
3 5 (2.54%) IIS
3 5 (2.54%) Oracle Application Server
4 4 (2.03%) Apache
4 4 (2.03%) Elasticsearch
5 3 (1.52%) SAS
6 2 (1.02%) Apache Pig
6 2 (1.02%) Oracle Workflow
7 1 (0.51%) Confluence
7 1 (0.51%) JBoss
Applications
1 17 (8.63%) MS Excel
2 5 (2.54%) Spreadsheet
3 4 (2.03%) MS Project
4 3 (1.52%) MS Office
5 2 (1.02%) SPSS
Business Applications
1 4 (2.03%) Oracle Retail
2 1 (0.51%) Adobe Campaign
2 1 (0.51%) Cognos Business Intelligence
Cloud Services
1 32 (16.24%) Amazon AWS
2 20 (10.15%) SaaS
3 6 (3.05%) Google Cloud Platform
3 6 (3.05%) Microsoft Azure
4 2 (1.02%) Amazon CloudWatch
4 2 (1.02%) Boomi
5 1 (0.51%) AWS Lambda
5 1 (0.51%) Google Analytics
5 1 (0.51%) OpenShift
Communications & Networking
1 2 (1.02%) Intranet
Database & Business Intelligence
1 39 (19.80%) SQL Server
2 36 (18.27%) Data Warehouse
3 34 (17.26%) QlikView
4 31 (15.74%) SQL Server Integration Services
5 30 (15.23%) Hadoop
6 28 (14.21%) Big Data
7 27 (13.71%) Relational Database
8 19 (9.64%) NoSQL
9 16 (8.12%) JasperReports
9 16 (8.12%) MySQL
10 15 (7.61%) SQL Server Reporting Services
11 14 (7.11%) Apache Hive
11 14 (7.11%) RDBMS
12 12 (6.09%) OLAP
13 11 (5.58%) Amazon Redshift
14 10 (5.08%) Oracle ODI
14 10 (5.08%) Oracle OLAP
14 10 (5.08%) PostgreSQL
15 9 (4.57%) HBase
15 9 (4.57%) Qlik Sense
Development Applications
1 13 (6.60%) JIRA
1 13 (6.60%) Talend Open Studio
2 11 (5.58%) Git (software)
3 7 (3.55%) Maven
4 5 (2.54%) Visual Studio
5 3 (1.52%) Selenium
6 2 (1.02%) Ant
6 2 (1.02%) JIRA Agile
7 1 (0.51%) Appium
7 1 (0.51%) Cucumber
7 1 (0.51%) LoadRunner
7 1 (0.51%) Toad
General
1 78 (39.59%) Finance
2 37 (18.78%) Banking
3 17 (8.63%) Games
4 15 (7.61%) Marketing
5 11 (5.58%) Retail
6 10 (5.08%) Investment Banking
7 9 (4.57%) Front Office
8 7 (3.55%) Telecoms
9 5 (2.54%) Legal
9 5 (2.54%) Publishing
10 4 (2.03%) Law
11 3 (1.52%) Advertising
12 1 (0.51%) Financial Institution
12 1 (0.51%) French Language
12 1 (0.51%) International Banking
Job Titles
1 93 (47.21%) Developer
2 35 (17.77%) Business Intelligence Developer
3 34 (17.26%) Analyst
4 24 (12.18%) SQL Developer
5 23 (11.68%) Architect
6 18 (9.14%) Business Developer
7 15 (7.61%) Data Analyst
8 14 (7.11%) Data Engineer
8 14 (7.11%) Java Developer
9 12 (6.09%) Data Architect
9 12 (6.09%) Senior Developer
10 11 (5.58%) AWS Developer
11 10 (5.08%) Oracle Developer
11 10 (5.08%) PL/SQL Developer
11 10 (5.08%) Programme Manager
12 9 (4.57%) Big Data Engineer
12 9 (4.57%) SSIS Developer
13 8 (4.06%) Data Warehouse Developer
13 8 (4.06%) Oracle Data Warehouse Developer
14 7 (3.55%) Solutions Architect
Libraries, Frameworks & Software Standards
1 34 (17.26%) .NET
2 27 (13.71%) Web Services
3 16 (8.12%) XML
4 10 (5.08%) Oracle GoldenGate
5 8 (4.06%) .NET Framework
5 8 (4.06%) Kafka
6 4 (2.03%) D3.js
6 4 (2.03%) J2EE
7 3 (1.52%) CSS
7 3 (1.52%) Haml
7 3 (1.52%) HTML
7 3 (1.52%) JMS
7 3 (1.52%) MDX
7 3 (1.52%) Middleware
7 3 (1.52%) Sass
8 2 (1.02%) AngularJS
8 2 (1.02%) Java EE
8 2 (1.02%) Murex MxML
8 2 (1.02%) Spring
8 2 (1.02%) XSLT
Miscellaneous
1 48 (24.37%) Computer Science
2 36 (18.27%) Analytical Skills
3 10 (5.08%) Data Structures
3 10 (5.08%) Replication
4 9 (4.57%) Equities
4 9 (4.57%) Foreign Exchange (FX)
5 8 (4.06%) Fintech
6 7 (3.55%) Management Information System
7 6 (3.05%) Market Risk
8 5 (2.54%) Fixed Income
9 4 (2.03%) Client/Server
9 4 (2.03%) Enterprise Software
9 4 (2.03%) Grid Computing
10 3 (1.52%) Algorithms
10 3 (1.52%) Online Games
10 3 (1.52%) Reference Data
11 2 (1.02%) Hedge funds
11 2 (1.02%) iPad
11 2 (1.02%) NHS
12 1 (0.51%) Mobile Banking
Operating Systems
1 18 (9.14%) Linux
2 3 (1.52%) Unix
Processes & Methodologies
1 69 (35.03%) Agile Software Development
2 66 (33.50%) Business Intelligence
2 66 (33.50%) ETL
3 47 (23.86%) Data Modelling
4 43 (21.83%) Analytics
5 34 (17.26%) Visualisation
6 29 (14.72%) Migration
7 26 (13.20%) Stakeholder Management
8 23 (11.68%) Data Management
9 22 (11.17%) Data Migration
9 22 (11.17%) Data Virtualisation
10 17 (8.63%) Workflow
11 16 (8.12%) Data Integration
11 16 (8.12%) Scrum
12 15 (7.61%) Mathematics
12 15 (7.61%) Project Management
13 14 (7.11%) Data Analysis
13 14 (7.11%) Software Engineering
14 13 (6.60%) Statistics
15 12 (6.09%) Data Mapping
Programming Languages
1 105 (53.30%) SQL
2 64 (32.49%) Java
3 24 (12.18%) JavaScript
4 23 (11.68%) Python
5 18 (9.14%) T-SQL
6 16 (8.12%) Groovy
7 14 (7.11%) VBA
8 11 (5.58%) R
9 10 (5.08%) PL/SQL
10 7 (3.55%) C#
10 7 (3.55%) Scala
11 6 (3.05%) VB
12 4 (2.03%) Bash Shell
12 4 (2.03%) C++
12 4 (2.03%) PowerShell
12 4 (2.03%) Ruby
13 3 (1.52%) Elixir
13 3 (1.52%) GraphQL
13 3 (1.52%) JSX
14 2 (1.02%) VB.NET
Qualifications
1 60 (30.46%) Degree
2 2 (1.02%) Security Cleared
3 1 (0.51%) CISA
3 1 (0.51%) PMI Certification
3 1 (0.51%) PMP
Quality Assurance & Compliance
1 19 (9.64%) Data Quality
2 13 (6.60%) QA
3 6 (3.05%) MiFID
4 4 (2.03%) PMO
5 2 (1.02%) GDPR
5 2 (1.02%) SDET
System Software
1 1 (0.51%) Apache Flume
1 1 (0.51%) Docker
Systems Management
1 1 (0.51%) SCOM
Vendors
1 33 (16.75%) Microsoft
2 26 (13.20%) Oracle
3 23 (11.68%) Jaspersoft
4 20 (10.15%) Tableau
5 13 (6.60%) Talend
6 11 (5.58%) Google
7 9 (4.57%) Informatica
8 6 (3.05%) Twitter
9 5 (2.54%) Apple
9 5 (2.54%) Hortonworks
9 5 (2.54%) Salesforce.com
10 4 (2.03%) Alteryx
10 4 (2.03%) Bloomberg
11 3 (1.52%) Facebook
11 3 (1.52%) Sybase
11 3 (1.52%) TIBCO
12 2 (1.02%) ATG
12 2 (1.02%) Dell
12 2 (1.02%) IBM
12 2 (1.02%) Murex
City, London
Best Practice Talent Solutions
Salary: From £45,000 to £55,000 per annum
Posted: 2 hours ago
London
Square One Resources
Salary: From £45,000 to £55,000 per annum
Posted: 15 hours ago
London
KPRS
Salary: From £45,000 to £55,000 per annum £45k - £55k + excellent Benefits pac
Posted: 3 days ago
City, London
Testing Circle Ltd
Salary: £0.00 per annum
Posted: 5 days ago
London
Engage PSG
Salary: £30000 - £40000 per annum + Perks
Posted: 6 days ago
Kingston Upon Thames, Surrey
Candidate Source
Salary: Competitive
Posted: 5 days ago
City, London
Altus Analytics
Posted: 19 days ago
City of London
Michael Page Technology
Salary: £35000 - £43000 per annum + benefits
Posted: 19 days ago
City, London
Best Practice Talent Solutions
Salary: From £40,000 to £57,000 per annum depending on experience & current or
Posted: 4 days ago
City of London
Computer Futures
Salary: competitive
Posted: 11 days ago
London
Arrows Group Ltd
Salary: £80000 per annum
Posted: 7 days ago
London
Energon Global
Salary: £0.00 per annum
Posted: 25 days ago