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 average salaries offered in IT jobs that have cited Data Transformation over the 3 months to 13 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
13 Feb 2016
Same period 2015 Same period 2014
Data Transformation
Rank 496 578 603
Rank change year-on-year
+82 +25
Permanent jobs citing Data Transformation 127 68 57
As % of all permanent IT jobs located in London 0.31% 0.17% 0.13%
As % of the Processes & Methodologies category 0.36% 0.19% 0.15%
Number of salaries quoted 103 58 44
Average salary £55,000 £62,500 £52,500
Average salary % change year-on-year
-12.00% +19.04%
90% offered a salary of more than £42,500 £44,250 £32,250
10% offered a salary of more than £85,000 £80,500 £85,000
UK excluding London average salary £40,000 £42,500 £40,000
% change year-on-year
-5.88% +6.25%
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
35568 35193 37397
As % of all permanent IT jobs located in London 87.83% 85.75% 86.38%
Number of salaries quoted 30366 29588 30257
Average salary £57,500 £55,500 £55,000
Average salary % change year-on-year
+3.60% +0.90%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London average salary £45,000 £42,500 £42,500
% change year-on-year
+5.88% -

Data Transformation
Jobs Demand Trend in London

This chart provides a 3-month moving total of permanent IT jobs citing Data Transformation across the London region as a proportion of the total demand within 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 13 February 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 average salaries quoted in IT jobs citing Data Transformation within the London region over the 3 months to 13 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +97 51 £55,000 +4.76% 4
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 13 February 2016, IT jobs across the London region citing Data Transformation also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Transformation.

1 135 (60.00%) ETL
2 132 (58.67%) SQL
3 112 (49.78%) Finance
4 106 (47.11%) SQL Server
5 92 (40.89%) Data Modelling
6 90 (40.00%) SQL Server Integration Services
7 79 (35.11%) Microsoft
8 75 (33.33%) Migration
8 75 (33.33%) SQL Server Reporting Services
9 68 (30.22%) Data Management
10 63 (28.00%) Business Intelligence
11 60 (26.67%) Big Data
12 58 (25.78%) SQL Server 2008
13 54 (24.00%) SQL Server 2012
14 53 (23.56%) Data Warehouse
15 49 (21.78%) Replication
16 46 (20.44%) Oracle
17 45 (20.00%) Siebel
17 45 (20.00%) Microsoft Certification
17 45 (20.00%) Physical Data Model
18 42 (18.67%) Agile Software Development
19 41 (18.22%) MCITP
19 41 (18.22%) ITIL
19 41 (18.22%) Siebel EIM
19 41 (18.22%) Performance Optimisation
19 41 (18.22%) Analytics
19 41 (18.22%) Performance Monitoring
19 41 (18.22%) Hadoop
20 38 (16.89%) Java
21 35 (15.56%) Data Integration

Data Transformation
Top Related IT Skills in London by Category

For the 6 months to 13 February 2016, IT jobs across the London region citing Data Transformation also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited Data Transformation. Up to 20 skills are shown per category.

Application Platforms
1 14 (6.22%) Confluence
2 6 (2.67%) Apache Spark
3 5 (2.22%) Apache
4 1 (0.44%) Apache Pig
4 1 (0.44%) IIS
4 1 (0.44%) SAS
4 1 (0.44%) SharePoint
Applications
1 31 (13.78%) MS Excel
2 8 (3.56%) MS Visio
3 4 (1.78%) MS Office
Business Applications
1 5 (2.22%) SAP Business One
2 3 (1.33%) Dynamics CRM
3 2 (0.89%) SAP Oil and Gas
4 1 (0.44%) Dynamics AX
4 1 (0.44%) Oracle Retail
4 1 (0.44%) SAP MDM
Cloud Services
1 8 (3.56%) Amazon AWS
2 5 (2.22%) Amazon EC2
2 5 (2.22%) SaaS
3 4 (1.78%) Force.com
3 4 (1.78%) Heroku
4 3 (1.33%) Amazon Kinesis
4 3 (1.33%) Microsoft Azure
5 2 (0.89%) Amazon S3
5 2 (0.89%) Office 365
5 2 (0.89%) PaaS
6 1 (0.44%) Amazon EMR
6 1 (0.44%) Google Analytics
Communications & Networking
1 2 (0.89%) HTTP
1 2 (0.89%) TCP/IP
2 1 (0.44%) FTP
Database & Business Intelligence
1 106 (47.11%) SQL Server
2 90 (40.00%) SQL Server Integration Services
3 75 (33.33%) SQL Server Reporting Services
4 60 (26.67%) Big Data
5 58 (25.78%) SQL Server 2008
6 54 (24.00%) SQL Server 2012
7 53 (23.56%) Data Warehouse
8 41 (18.22%) Hadoop
8 41 (18.22%) Siebel EIM
9 27 (12.00%) Relational Database
10 24 (10.67%) Apache Hive
10 24 (10.67%) DB2
10 24 (10.67%) NoSQL
11 17 (7.56%) SQL Server Analysis Services
12 16 (7.11%) Sqoop
13 15 (6.67%) HBase
14 13 (5.78%) MySQL
15 12 (5.33%) Oracle ODI
16 8 (3.56%) Oracle Database
16 8 (3.56%) Oracle OLAP
Development Applications
1 9 (4.00%) Visual Studio
2 8 (3.56%) Eclipse
3 7 (3.11%) Ant
3 7 (3.11%) ANTLR
3 7 (3.11%) JUnit
3 7 (3.11%) Subversion
4 3 (1.33%) SQL Server Management Studio (SSMS)
5 2 (0.89%) MSTest
5 2 (0.89%) SpecFlow
5 2 (0.89%) Team Foundation Server
6 1 (0.44%) Git (software)
6 1 (0.44%) JIRA
General
1 112 (49.78%) Finance
2 30 (13.33%) Banking
3 12 (5.33%) Retail
4 10 (4.44%) Marketing
5 7 (3.11%) Games
5 7 (3.11%) Law
5 7 (3.11%) Telecoms
6 6 (2.67%) Back Office
7 4 (1.78%) Investment Banking
8 3 (1.33%) Advertising
8 3 (1.33%) Manufacturing
9 2 (0.89%) Electronics
9 2 (0.89%) General Ledger
9 2 (0.89%) Legal
9 2 (0.89%) Local Government
10 1 (0.44%) Billing
10 1 (0.44%) Financial Institution
10 1 (0.44%) Publishing
10 1 (0.44%) Retail Banking
Job Titles
1 78 (34.67%) Developer
2 41 (18.22%) DBA
3 39 (17.33%) SQL DBA
4 25 (11.11%) Analyst
5 22 (9.78%) Architect
6 20 (8.89%) SQL Developer
7 17 (7.56%) ETL Developer
8 15 (6.67%) Business Analyst
8 15 (6.67%) Business Intelligence Developer
9 14 (6.22%) Consultant
9 14 (6.22%) Solutions Architect
10 13 (5.78%) Senior Developer
11 12 (5.33%) Business Change Analyst
11 12 (5.33%) Business Change Business Analyst
12 11 (4.89%) Application Development Manager
12 11 (4.89%) Applications Development Manager
12 11 (4.89%) Applications Manager
12 11 (4.89%) Data Warehouse Developer
12 11 (4.89%) Development Manager
12 11 (4.89%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 25 (11.11%) Web Services
1 25 (11.11%) XML
2 23 (10.22%) .NET
3 11 (4.89%) JSON
4 8 (3.56%) Oracle GoldenGate
5 7 (3.11%) Lucene
5 7 (3.11%) OSGi
6 6 (2.67%) HTML
6 6 (2.67%) HTML5
6 6 (2.67%) jQuery
6 6 (2.67%) Middleware
6 6 (2.67%) Twitter Bootstrap
7 5 (2.22%) REST
8 3 (1.33%) ASP.NET
8 3 (1.33%) LAMP
8 3 (1.33%) Oracle Fusion
8 3 (1.33%) SOAP
8 3 (1.33%) XSD
9 2 (0.89%) RESTful
9 2 (0.89%) SAML
Miscellaneous
1 49 (21.78%) Replication
2 35 (15.56%) Data Integration
3 25 (11.11%) Analytical Skills
4 15 (6.67%) Fintech
5 14 (6.22%) Wiki
6 13 (5.78%) Visualisation
7 9 (4.00%) Semantic Web
8 8 (3.56%) Linked Data
9 7 (3.11%) Online Games
10 6 (2.67%) Computer Science
10 6 (2.67%) Data Structures
11 5 (2.22%) Management Information System
12 4 (1.78%) Cybercrime
12 4 (1.78%) Ontologies
13 3 (1.33%) Equities
14 2 (0.89%) Blog
14 2 (0.89%) Derivative
14 2 (0.89%) Mathematics
14 2 (0.89%) Private Cloud
14 2 (0.89%) Statistics
Operating Systems
1 25 (11.11%) Linux
2 16 (7.11%) Unix
3 1 (0.44%) Windows
3 1 (0.44%) Windows Server
Processes & Methodologies
1 135 (60.00%) ETL
2 92 (40.89%) Data Modelling
3 75 (33.33%) Migration
4 68 (30.22%) Data Management
5 63 (28.00%) Business Intelligence
6 45 (20.00%) Physical Data Model
7 42 (18.67%) Agile Software Development
8 41 (18.22%) Analytics
8 41 (18.22%) ITIL
8 41 (18.22%) Performance Monitoring
8 41 (18.22%) Performance Optimisation
9 30 (13.33%) ETL Development
10 27 (12.00%) Data Migration
11 22 (9.78%) Business Analysis
12 17 (7.56%) Dimensional Modelling
13 15 (6.67%) RDF
13 15 (6.67%) Target Operating Model
14 14 (6.22%) Data Analytics
14 14 (6.22%) Process Improvement
15 13 (5.78%) MapReduce
Programming Languages
1 132 (58.67%) SQL
2 38 (16.89%) Java
3 27 (12.00%) Python
3 27 (12.00%) T-SQL
4 20 (8.89%) C#
5 15 (6.67%) SPARQL
6 12 (5.33%) JavaScript
7 8 (3.56%) PL/SQL
8 5 (2.22%) R
9 3 (1.33%) PHP
9 3 (1.33%) Scala
10 2 (0.89%) Apex Code
10 2 (0.89%) Perl
10 2 (0.89%) PowerShell
10 2 (0.89%) Ruby
11 1 (0.44%) C
11 1 (0.44%) C++
11 1 (0.44%) Data Analysis Expressions (DAX)
11 1 (0.44%) SAS Macro
11 1 (0.44%) VB
Qualifications
1 45 (20.00%) Microsoft Certification
2 41 (18.22%) MCITP
3 9 (4.00%) Degree
4 6 (2.67%) Security Cleared
5 4 (1.78%) MCP
6 1 (0.44%) CTC Cleared
6 1 (0.44%) DV Cleared
6 1 (0.44%) PMI Certification
6 1 (0.44%) PMP
6 1 (0.44%) SC Cleared
Quality Assurance & Compliance
1 21 (9.33%) Data Quality
2 5 (2.22%) QA
3 2 (0.89%) SLA
4 1 (0.44%) Dodd-Frank
4 1 (0.44%) EMIR
System Software
1 14 (6.22%) HDFS
2 2 (0.89%) vCloud
2 2 (0.89%) VMware Infrastructure
Systems Management
1 3 (1.33%) Ambari
2 2 (0.89%) HP Quality Center
Vendors
1 79 (35.11%) Microsoft
2 46 (20.44%) Oracle
3 45 (20.00%) Siebel
4 23 (10.22%) Sybase
5 19 (8.44%) WorldPay
6 17 (7.56%) Netezza
7 15 (6.67%) Hortonworks
8 9 (4.00%) Salesforce.com
8 9 (4.00%) SAP
8 9 (4.00%) Tableau
9 7 (3.11%) Informatica
10 6 (2.67%) Cloudera
10 6 (2.67%) Cognos
11 4 (1.78%) Teradata
12 3 (1.33%) Alteryx
12 3 (1.33%) Avaya
12 3 (1.33%) Genesys
12 3 (1.33%) IBM
12 3 (1.33%) MicroStrategy
13 2 (0.89%) ServiceNow
City, London
ANSON MCCADE
Salary: Circa £60,000 - £85,000 depending on level
Posted: Yesterday
Central London / West End
Citrus Global Ltd
Salary: From £60,000 to £75,000 per annum + 15-25% Bonus + Benefits
Posted: Yesterday
London
Careerwise UK Limited
Salary: £40000 - £85000 per annum + benefits + bonus
Posted: 2 days ago
London
Fusion Experience
Salary: Up to £75,000 per annum
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £55,000 per annum Annual Bonus, Car Allowance, Private
Posted: 3 days ago
City, London
Ashdown IT
Salary: £55000 - £65000 per annum
Posted: 4 days ago
City, London
Ashdown IT
Salary: £55000 - £65000 per annum
Posted: 4 days ago
City, London
Ashdown IT
Salary: £50000 - £60000 per annum
Posted: 4 days ago
Sutton, Greater London
Reed Business Information
Salary: To £55,000 + bonus and benefits
Posted: 25 days ago