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 17 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Data Transformation
England / London
Rank 488 508 584
Rank change year-on-year
+20 +76
Permanent jobs citing Data Transformation 83 131 57
As % of all permanent IT jobs located in London 0.25% 0.33% 0.14%
As % of the Processes & Methodologies category 0.28% 0.37% 0.16%
Number of salaries quoted 67 110 46
Median salary £62,500 £55,000 £60,000
Median salary % change year-on-year
+13.63% -8.33%
90% offered a salary of more than £35,000 £44,750 £42,500
10% offered a salary of more than £82,500 £85,000 £82,750
UK excluding London median salary £42,500 £38,750 £40,000
% change year-on-year
+9.67% -3.12%

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
29798 35341 34941
As % of all permanent IT jobs located in London 89.15% 88.42% 86.36%
Number of salaries quoted 25141 30112 29478
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 £39,000 £40,000 £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 17 January 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 17 January 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 -6 12 £38,750 -29.54% 2
Canary Wharf - 2 - -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 17 January 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 60 (40.54%) SQL
2 50 (33.78%) Agile Software Development
3 48 (32.43%) Finance
4 43 (29.05%) ETL
5 37 (25.00%) Banking
6 36 (24.32%) Business Intelligence
6 36 (24.32%) Java
7 35 (23.65%) Analytics
8 32 (21.62%) Degree
9 31 (20.95%) Data Warehouse
10 30 (20.27%) SQL Server
11 27 (18.24%) Oracle
12 26 (17.57%) Data Modelling
13 24 (16.22%) Visualisation
14 23 (15.54%) QlikView
14 23 (15.54%) Migration
15 22 (14.86%) Amazon AWS
16 21 (14.19%) Hadoop
16 21 (14.19%) Data Management
17 20 (13.51%) Retail
17 20 (13.51%) Microsoft
17 20 (13.51%) Tableau
17 20 (13.51%) Analytical Skills
18 19 (12.84%) Relational Database
18 19 (12.84%) NoSQL
18 19 (12.84%) Big Data
18 19 (12.84%) Python
18 19 (12.84%) .NET
18 19 (12.84%) Data Migration
19 18 (12.16%) E-Commerce

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 15 (10.14%) Apache Spark
2 14 (9.46%) Oracle SOA Suite
3 3 (2.03%) Oracle Service Bus
3 3 (2.03%) SAS
4 2 (1.35%) Apache
4 2 (1.35%) Apache Pig
4 2 (1.35%) Mule
5 1 (0.68%) JBoss
5 1 (0.68%) Mule ESB
5 1 (0.68%) WebLogic
5 1 (0.68%) WebSphere
Applications
1 17 (11.49%) MS Excel
2 5 (3.38%) Spreadsheet
3 4 (2.70%) MS Project
4 2 (1.35%) SPSS
5 1 (0.68%) MS Office
Business Applications
1 8 (5.41%) Oracle Retail
2 1 (0.68%) Cognos Business Intelligence
Cloud Services
1 22 (14.86%) Amazon AWS
2 10 (6.76%) SaaS
3 8 (5.41%) Google Cloud Platform
4 5 (3.38%) Microsoft Azure
5 2 (1.35%) Amazon CloudWatch
5 2 (1.35%) Boomi
6 1 (0.68%) AWS Lambda
6 1 (0.68%) OpenShift
Communications & Networking
1 1 (0.68%) FTP
Database & Business Intelligence
1 31 (20.95%) Data Warehouse
2 30 (20.27%) SQL Server
3 23 (15.54%) QlikView
4 21 (14.19%) Hadoop
5 19 (12.84%) Big Data
5 19 (12.84%) NoSQL
5 19 (12.84%) Relational Database
6 16 (10.81%) RDBMS
7 15 (10.14%) PostgreSQL
8 14 (9.46%) SQL Server Integration Services
9 12 (8.11%) OLAP
10 11 (7.43%) MySQL
10 11 (7.43%) Redis
11 10 (6.76%) Pentaho
11 10 (6.76%) Qlik Sense
12 9 (6.08%) Oracle OLAP
13 8 (5.41%) Apache Hive
13 8 (5.41%) HBase
13 8 (5.41%) Oracle ODI
14 7 (4.73%) Amazon Redshift
Development Applications
1 6 (4.05%) Talend Open Studio
2 5 (3.38%) Maven
3 4 (2.70%) Git (software)
3 4 (2.70%) JIRA
4 3 (2.03%) Ant
5 1 (0.68%) Jenkins
General
1 48 (32.43%) Finance
2 37 (25.00%) Banking
3 20 (13.51%) Retail
4 17 (11.49%) Games
5 13 (8.78%) Investment Banking
5 13 (8.78%) Marketing
6 10 (6.76%) Advertising
7 7 (4.73%) Front Office
8 6 (4.05%) Legal
8 6 (4.05%) Telecoms
9 4 (2.70%) Law
10 2 (1.35%) International Banking
11 1 (0.68%) Billing
11 1 (0.68%) Corporate Banking
11 1 (0.68%) Financial Institution
Job Titles
1 65 (43.92%) Developer
2 25 (16.89%) Architect
3 19 (12.84%) Analyst
3 19 (12.84%) SQL Developer
4 14 (9.46%) Java Developer
5 13 (8.78%) Solutions Architect
6 11 (7.43%) Business Intelligence Developer
7 10 (6.76%) Consultant
7 10 (6.76%) Data Analyst
7 10 (6.76%) Oracle Developer
7 10 (6.76%) Ruby Developer
8 9 (6.08%) Data Consultant
8 9 (6.08%) Ruby Engineer
8 9 (6.08%) Senior Developer
9 8 (5.41%) Big Data Engineer
9 8 (5.41%) Data Engineer
9 8 (5.41%) ERP Architect
9 8 (5.41%) Oracle Solutions Architect
9 8 (5.41%) PL/SQL Developer
9 8 (5.41%) Supply Chain Architect
Libraries, Frameworks & Software Standards
1 19 (12.84%) .NET
2 17 (11.49%) Web Services
3 14 (9.46%) XML
4 10 (6.76%) CSS
4 10 (6.76%) Haml
4 10 (6.76%) HTML
4 10 (6.76%) Sass
5 8 (5.41%) Oracle GoldenGate
6 6 (4.05%) Middleware
7 5 (3.38%) JMS
8 4 (2.70%) J2EE
8 4 (2.70%) Kafka
9 3 (2.03%) MDX
10 2 (1.35%) AngularJS
10 2 (1.35%) Java EE
10 2 (1.35%) REST
10 2 (1.35%) SOAP
10 2 (1.35%) XML Schema
10 2 (1.35%) XSLT
11 1 (0.68%) D3.js
Miscellaneous
1 24 (16.22%) Visualisation
2 20 (13.51%) Analytical Skills
3 17 (11.49%) Computer Science
4 12 (8.11%) Statistics
5 11 (7.43%) Mathematics
6 8 (5.41%) Fintech
6 8 (5.41%) Replication
7 7 (4.73%) Equities
7 7 (4.73%) Market Risk
8 6 (4.05%) Enterprise Software
8 6 (4.05%) Management Information System
9 5 (3.38%) Data Integration
9 5 (3.38%) Economics
9 5 (3.38%) Reference Data
10 4 (2.70%) Artificial Intelligence
10 4 (2.70%) Data Structures
10 4 (2.70%) Foreign Exchange (FX)
10 4 (2.70%) Grid Computing
10 4 (2.70%) Online Games
11 3 (2.03%) iPad
Operating Systems
1 11 (7.43%) Linux
2 4 (2.70%) Unix
3 1 (0.68%) Windows
Processes & Methodologies
1 50 (33.78%) Agile Software Development
2 43 (29.05%) ETL
3 36 (24.32%) Business Intelligence
4 35 (23.65%) Analytics
5 26 (17.57%) Data Modelling
6 23 (15.54%) Migration
7 21 (14.19%) Data Management
8 19 (12.84%) Data Migration
9 18 (12.16%) E-Commerce
10 17 (11.49%) Data Mapping
11 16 (10.81%) OO
11 16 (10.81%) Stakeholder Management
12 15 (10.14%) SOA
13 14 (9.46%) CRM
13 14 (9.46%) Software Engineering
14 12 (8.11%) Data Analysis
14 12 (8.11%) TOGAF
15 11 (7.43%) Microservices
16 10 (6.76%) MapReduce
16 10 (6.76%) Project Management
Programming Languages
1 60 (40.54%) SQL
2 36 (24.32%) Java
3 19 (12.84%) Python
4 14 (9.46%) Scala
5 12 (8.11%) VBA
6 11 (7.43%) Ruby
7 10 (6.76%) Elixir
7 10 (6.76%) GraphQL
7 10 (6.76%) JSX
8 9 (6.08%) C#
8 9 (6.08%) T-SQL
9 8 (5.41%) PL/SQL
10 6 (4.05%) R
11 5 (3.38%) C++
12 3 (2.03%) JavaScript
12 3 (2.03%) VB
12 3 (2.03%) VB.NET
13 2 (1.35%) PHP
13 2 (1.35%) VBScript
13 2 (1.35%) XQuery
Qualifications
1 32 (21.62%) Degree
2 2 (1.35%) Security Cleared
3 1 (0.68%) CISA
3 1 (0.68%) PMI Certification
3 1 (0.68%) PMP
Quality Assurance & Compliance
1 13 (8.78%) Data Quality
2 7 (4.73%) MiFID
3 6 (4.05%) QA
4 2 (1.35%) SDET
5 1 (0.68%) Dodd-Frank
5 1 (0.68%) EMIR
5 1 (0.68%) FATCA
5 1 (0.68%) GDPR
System Software
1 1 (0.68%) Docker
Systems Management
1 1 (0.68%) SCOM
Vendors
1 27 (18.24%) Oracle
2 20 (13.51%) Microsoft
2 20 (13.51%) Tableau
3 11 (7.43%) Facebook
4 10 (6.76%) Google
4 10 (6.76%) Twitter
5 8 (5.41%) ATG
5 8 (5.41%) IBM
5 8 (5.41%) IBM Sterling
5 8 (5.41%) Informatica
6 6 (4.05%) Alteryx
6 6 (4.05%) Talend
7 3 (2.03%) Bloomberg
7 3 (2.03%) FactSet
8 2 (1.35%) Avaya
8 2 (1.35%) Dell
8 2 (1.35%) Genesys
8 2 (1.35%) InterSystems
8 2 (1.35%) Salesforce.com
8 2 (1.35%) Siebel
London
Networking People
Salary: £60000 - £70000 per annum + Neg - full corporate benefits
Posted: 14 hours ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 13 hours ago
South East London
Jobsite Resourcing Team
Salary: Competitive Salary plus Generous Benefits
Posted: 13 hours ago
Central London / West End
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + very generous bonus and car allowance plus much mo
Posted: 15 hours ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: Yesterday
London
KPRS
Salary: From £55,000 to £55,000 per annum £55k + benefits
Posted: 5 days ago
London
Lorien Resourcing
Salary: £100000 - £110000 per annum + +Bonus + Car allowance + Benefits
Posted: Yesterday
London
KPRS
Salary: From £55,000 to £55,000 per annum £55k + benefits
Posted: 6 days ago
City of London
Michael Page Technology
Salary: £35000 - £43000 per annum + benefits
Posted: 9 days ago
London
Salt
Salary: £70000.00 - £80000.00 per annum + benefits
Posted: 4 days ago
Central London / West End
Client Server
Salary: £70k to £85k + bonus + benefits
Posted: 5 days ago
London, Victoria
Medicines and Healthcare Products Regulatory Agency
Salary: HEO: £30,901 - £31,582 per annum incl Inner London Weighting Allowance
Posted: 6 days ago
London
Client Server
Salary: £50k to £65k + bonus + benefits
Posted: 8 days ago
London
Client Server
Salary: £70,000 to £85,000 + bonus + benefits
Posted: 13 days ago
London
Client Server
Salary: £70,000 to £85,000 + bonus + benefits
Posted: 26 days ago
Central London / West End
The Change Partners Recruitment
Salary: From £45,000 to £70,000 per annum + benefits
Posted: 6 days ago