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 29 June 2017 with a comparison to the same period in the previous 2 years.

Data Transformation
England > London
3 months to
29 Jun 2017
Same period 2016 Same period 2015
Rank 516 572 576
Rank change year-on-year +56 +4  
Permanent jobs citing Data Transformation 102 73 98
As % of all permanent IT jobs advertised in London 0.28% 0.18% 0.22%
As % of the Processes & Methodologies category 0.31% 0.20% 0.24%
Number of salaries quoted 67 46 79
London median annual salary £60,000 £50,000 £60,000
Median salary % change year-on-year +20.00% -16.66%  
10th Percentile £42,000 £41,250 £38,700
90th Percentile £85,000 £86,875 £85,000
England median annual salary £52,500 £45,000 £49,000
% change year-on-year +16.66% -8.16%  

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 33413 36177 40004
As % of all permanent IT job vacancies advertised in London 91.07% 90.57% 88.97%
Number of salaries quoted 113282 135936 136312
London median annual salary £60,500 £60,000 £57,500
Median salary % change year-on-year +0.83% +4.34%  
10th Percentile £37,500 £37,250 £35,000
90th Percentile £90,000 £86,250 £87,500
England median annual salary £52,000 £50,000 £50,000
% change year-on-year +4.00% -  

Data Transformation
Job Vacancy Trend in London

Job postings citing Data Transformation as a percentage of all IT jobs advertised in London.

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 29 June 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 29 June 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 +37 17 £62,500 +21.35% 3
Kingston Upon Thames - 4 £47,500 -
Uxbridge - 1 - -
Data Transformation
England

For the 6 months to 29 June 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.

1 148 (66.07%) SQL
2 94 (41.96%) Finance
3 82 (36.61%) Java
4 80 (35.71%) ETL
4 80 (35.71%) Business Intelligence
5 77 (34.38%) Agile Software Development
6 75 (33.48%) Degree
7 63 (28.13%) Analytics
8 61 (27.23%) Data Modelling
9 58 (25.89%) Computer Science
9 58 (25.89%) Analytical Skills
10 48 (21.43%) JavaScript
11 47 (20.98%) Web Services
11 47 (20.98%) Jaspersoft
12 46 (20.54%) Data Virtualisation
12 46 (20.54%) Visualisation
13 44 (19.64%) Microsoft
14 40 (17.86%) SQL Server
15 39 (17.41%) .NET
15 39 (17.41%) Relational Database
15 39 (17.41%) Amazon AWS
16 38 (16.96%) Oracle
17 36 (16.07%) Linux
17 36 (16.07%) Unit Testing
18 35 (15.63%) Data Warehouse
18 35 (15.63%) Scrum
19 34 (15.18%) Big Data
20 32 (14.29%) SaaS
20 32 (14.29%) Python
21 31 (13.84%) MySQL

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 18 (8.04%) Apache Spark
2 5 (2.23%) IIS
2 5 (2.23%) Oracle Application Server
3 4 (1.79%) Apache
3 4 (1.79%) Elasticsearch
3 4 (1.79%) Oracle SOA Suite
3 4 (1.79%) Oracle Workflow
4 1 (0.45%) Confluence
Applications
1 10 (4.46%) Microsoft Excel
2 6 (2.68%) Microsoft Office
3 4 (1.79%) Microsoft Project
4 1 (0.45%) OmniGraffle
Business Applications
1 11 (4.91%) Adobe Campaign
2 4 (1.79%) Oracle Retail
Cloud Services
1 39 (17.41%) Amazon AWS
2 32 (14.29%) SaaS
3 9 (4.02%) Microsoft Azure
4 8 (3.57%) Google Cloud Platform
5 5 (2.23%) Google Analytics
6 1 (0.45%) GitHub
Communications & Networking
1 2 (0.89%) HTTP
1 2 (0.89%) Intranet
Database & Business Intelligence
1 40 (17.86%) SQL Server
2 39 (17.41%) Relational Database
3 35 (15.63%) Data Warehouse
4 34 (15.18%) Big Data
5 31 (13.84%) MySQL
6 28 (12.50%) Hadoop
6 28 (12.50%) SQL Server Integration Services
7 26 (11.61%) QlikView
8 22 (9.82%) JasperReports
9 16 (7.14%) NoSQL
10 14 (6.25%) Apache Hive
10 14 (6.25%) OLAP
10 14 (6.25%) Oracle OLAP
11 13 (5.80%) SQL Server Reporting Services
12 10 (4.46%) DB2
12 10 (4.46%) HBase
12 10 (4.46%) OLAP Cube
12 10 (4.46%) OLTP
12 10 (4.46%) Oracle Database
12 10 (4.46%) Oracle ODI
Development Applications
1 31 (13.84%) Git (software)
2 15 (6.70%) JIRA
2 15 (6.70%) Maven
3 8 (3.57%) Talend Open Studio
4 7 (3.13%) Jenkins
5 5 (2.23%) Subversion
5 5 (2.23%) Visual Studio
6 4 (1.79%) JIRA Agile
7 3 (1.34%) Selenium
8 2 (0.89%) Mercurial
9 1 (0.45%) Appium
9 1 (0.45%) Axure RP
9 1 (0.45%) Cucumber
9 1 (0.45%) LoadRunner
9 1 (0.45%) Toad
General
1 94 (41.96%) Finance
2 28 (12.50%) Banking
3 24 (10.71%) Marketing
4 13 (5.80%) Investment Banking
5 10 (4.46%) Back Office
6 7 (3.13%) French Language
7 6 (2.68%) Front Office
7 6 (2.68%) Games
7 6 (2.68%) Publishing
8 4 (1.79%) Retail
9 2 (0.89%) Financial Institution
9 2 (0.89%) Prime Brokerage
10 1 (0.45%) Advertising
10 1 (0.45%) Legal
10 1 (0.45%) Telecoms
Job Titles
1 101 (45.09%) Developer
2 48 (21.43%) Analyst
2 48 (21.43%) Business Intelligence Developer
3 26 (11.61%) Data Analyst
4 20 (8.93%) Business Developer
5 18 (8.04%) Architect
6 17 (7.59%) SQL Developer
7 14 (6.25%) Data Warehouse Developer
7 14 (6.25%) Oracle Data Warehouse Developer
7 14 (6.25%) Oracle Developer
8 12 (5.36%) Data Architect
9 10 (4.46%) Applications Specialist
9 10 (4.46%) Applications Support
9 10 (4.46%) Applications Support Specialist
9 10 (4.46%) PL/SQL Developer
9 10 (4.46%) Support Specialist
10 9 (4.02%) Data Engineer
10 9 (4.02%) Java Developer
10 9 (4.02%) Senior Developer
11 8 (3.57%) Business Intelligence Lead
Libraries, Frameworks & Software Standards
1 47 (20.98%) Web Services
2 39 (17.41%) .NET
3 30 (13.39%) XML
4 25 (11.16%) .NET Framework
5 14 (6.25%) Kafka
6 12 (5.36%) D3.js
7 10 (4.46%) Oracle GoldenGate
8 9 (4.02%) FIX Protocol
8 9 (4.02%) FpML
8 9 (4.02%) XSD
9 8 (3.57%) RESTful
10 7 (3.13%) Murex MxML
11 6 (2.68%) Middleware
12 5 (2.23%) ActiveMQ
13 4 (1.79%) JSON
13 4 (1.79%) Spring
13 4 (1.79%) XSLT
14 3 (1.34%) REST
15 2 (0.89%) Node.js
15 2 (0.89%) RabbitMQ
Miscellaneous
1 58 (25.89%) Analytical Skills
1 58 (25.89%) Computer Science
2 14 (6.25%) Replication
3 11 (4.91%) Data Structures
4 8 (3.57%) Foreign Exchange (FX)
5 6 (2.68%) Algorithms
5 6 (2.68%) User Experience
6 5 (2.23%) Equities
6 5 (2.23%) Fintech
6 5 (2.23%) Market Risk
7 4 (1.79%) Fixed Income
7 4 (1.79%) Management Information System
8 2 (0.89%) Derivative
8 2 (0.89%) Greenfield Project
8 2 (0.89%) Hedge funds
8 2 (0.89%) NHS
9 1 (0.45%) Client/Server
9 1 (0.45%) Mobile App
9 1 (0.45%) Mobile Banking
Operating Systems
1 36 (16.07%) Linux
2 6 (2.68%) Unix
Processes & Methodologies
1 80 (35.71%) Business Intelligence
1 80 (35.71%) ETL
2 77 (34.38%) Agile Software Development
3 63 (28.13%) Analytics
4 61 (27.23%) Data Modelling
5 46 (20.54%) Data Virtualisation
5 46 (20.54%) Visualisation
6 36 (16.07%) Unit Testing
7 35 (15.63%) Scrum
8 26 (11.61%) Workflow
9 24 (10.71%) Translating Business Requirements
9 24 (10.71%) User Stories
10 23 (10.27%) DevOps
11 22 (9.82%) Migration
11 22 (9.82%) Stakeholder Management
12 20 (8.93%) Data Management
13 19 (8.48%) Data Analysis
14 18 (8.04%) Performance Tuning
15 17 (7.59%) Data Migration
16 14 (6.25%) Dimensional Modelling
Programming Languages
1 148 (66.07%) SQL
2 82 (36.61%) Java
3 48 (21.43%) JavaScript
4 32 (14.29%) Python
5 23 (10.27%) PL/SQL
6 22 (9.82%) Groovy
7 20 (8.93%) R
8 19 (8.48%) T-SQL
9 12 (5.36%) VBA
10 10 (4.46%) C#
10 10 (4.46%) PowerShell
11 7 (3.13%) Bash Shell
12 6 (2.68%) Shell Script
13 5 (2.23%) Scala
13 5 (2.23%) VB
14 2 (0.89%) MATLAB
14 2 (0.89%) Perl
15 1 (0.45%) C
15 1 (0.45%) C++
15 1 (0.45%) Ruby
Qualifications
1 75 (33.48%) Degree
2 28 (12.50%) Computer Science Degree
3 1 (0.45%) PRINCE2 Certification
Quality Assurance & Compliance
1 15 (6.70%) Data Quality
2 11 (4.91%) QA
3 9 (4.02%) ISO 20022
4 6 (2.68%) PMO
5 5 (2.23%) ISO 15022
5 5 (2.23%) MiFID
6 2 (0.89%) GDPR
System Software
1 3 (1.34%) Docker
2 1 (0.45%) Apache Flume
Vendors
1 47 (20.98%) Jaspersoft
2 44 (19.64%) Microsoft
3 38 (16.96%) Oracle
4 20 (8.93%) Google
5 12 (5.36%) Sybase
5 12 (5.36%) Tableau
6 11 (4.91%) Adobe
7 8 (3.57%) Murex
7 8 (3.57%) Talend
8 7 (3.13%) Salesforce.com
9 5 (2.23%) Apple
9 5 (2.23%) Hortonworks
9 5 (2.23%) SAP
10 4 (1.79%) Alteryx
10 4 (1.79%) Informatica
10 4 (1.79%) Twitter
11 3 (1.34%) Birst
11 3 (1.34%) Bloomberg
11 3 (1.34%) SnapLogic
11 3 (1.34%) TIBCO
London
Concept Resourcing
Posted: Yesterday
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum
Posted: 19 hours ago
City, London
Best Practice Talent Solutions
Salary: From £55,000 to £75,000 per annum
Posted: Yesterday
Central London / West End
Client Server
Salary: £80k to £95k + bonus + benefits
Posted: 6 days ago
London
Client Server
Salary: £80000 - £95000 per annum + bonus + benefits
Posted: 6 days ago
City, London
Client Server
Salary: £45k to £55k + benefits
Posted: 6 days ago
London
Client Server
Salary: £45k to £55k + benefits
Posted: 7 days ago
London
Birch & James Associates
Salary: From £70,000 to £100,000 per annum
Posted: 5 days ago
London
Client Server
Salary: £50000 - £65000 per annum + bonus + benefits
Posted: 13 days ago
Hounslow, Middlesex
Reed Business Information Ltd
Salary: From £30,000 to £40,000 per annum £30k - £40k + 29 days holiday + bene
Posted: 15 days ago
London
Client Server
Salary: £50000 - £65000 per annum + bonus + benefits
Posted: 20 days ago