The table below looks at the statistics for Data Transformation skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Transformation over the 3 months to 28 September 2016 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
28 Sep 2016
Same period 2015 Same period 2014
Data Transformation
Rank 151 174 197
Rank change year-on-year
+23 +23
Contract jobs citing Data Transformation 15 14 12
As % of all contract IT jobs located in the City of London 0.44% 0.30% 0.21%
As % of the Processes & Methodologies category 0.50% 0.35% 0.26%
Number of daily rates quoted 11 9 9
Median daily rate £450 £463 £475
Median daily rate % change year-on-year
-2.70% -2.63%
90% offered a daily rate of more than £425 £429 £253
10% offered a daily rate of more than £550 £495 £555
UK excluding London median daily rate £400 £406 £375
% change year-on-year
-1.53% +8.33%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate - £23.50 £15.00
% change year-on-year
- +56.66%
Data Transformation
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
3005 3947 4647
As % of all contract IT jobs located in the City of London 87.51% 84.18% 80.13%
Number of daily rates quoted 2399 3148 3491
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £350 £315 £314
10% offered a daily rate of more than £625 £625 £625
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 21 36 52
Median hourly rate £19.92 £21.25 £21.62
Median hourly rate % change year-on-year
-6.25% -1.71%
90% offered a hourly rate of more than £12.50 £13.00 £12.50
10% offered a hourly rate of more than £50.00 £37.50 £35.75
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

Data Transformation
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing Data Transformation as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Data Transformation Jobs Demand Trend in the City of London

Data Transformation
Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Data Transformation across the City of London region.

Data Transformation Daily Rate Trend in the City of London

Data Transformation
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation across the City of London region over the 3 months to 28 September 2016.

Data Transformation Daily Rate Histogram in the City of London

Data Transformation
Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Data Transformation across the City of London region.

Data Transformation Hourly Rate Trend in the City of London

Data Transformation
Top 30 Related IT Skills in the City of London

For the 6 months to 28 September 2016, IT contractor 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 contract ads across the City of London region with a requirement for Data Transformation.

1 18 (66.67%) SQL
2 16 (59.26%) Data Modelling
3 14 (51.85%) Business Intelligence
4 13 (48.15%) Data Management
5 12 (44.44%) Data Warehouse
6 11 (40.74%) Oracle
6 11 (40.74%) Python
6 11 (40.74%) R
6 11 (40.74%) Data Quality
7 10 (37.04%) NoSQL
7 10 (37.04%) Netezza
7 10 (37.04%) Dimensional Modelling
7 10 (37.04%) Sybase
7 10 (37.04%) DB2
7 10 (37.04%) Relational Database
7 10 (37.04%) Data Structures
8 9 (33.33%) SDLC
8 9 (33.33%) C++
8 9 (33.33%) Teradata
8 9 (33.33%) Degree
8 9 (33.33%) Predictive Modelling
9 8 (29.63%) Analytics
10 5 (18.52%) Agile Software Development
10 5 (18.52%) ETL
11 4 (14.81%) Finance
11 4 (14.81%) Migration
11 4 (14.81%) Data Architecture
11 4 (14.81%) Master Data Management
11 4 (14.81%) Algorithms
12 3 (11.11%) Big Data

Data Transformation
Top Related IT Skills in the City of 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 3 (11.11%) Apache Spark
2 1 (3.70%) Apache
2 1 (3.70%) Confluence
2 1 (3.70%) Facebook Platform
2 1 (3.70%) NetWeaver
2 1 (3.70%) Oracle SOA Suite
2 1 (3.70%) SAS
2 1 (3.70%) WebLogic
Applications
1 1 (3.70%) MS Excel
Business Applications
1 1 (3.70%) CA PPM
1 1 (3.70%) Cognos Controller
1 1 (3.70%) Cognos TM1
1 1 (3.70%) Oracle EBS
1 1 (3.70%) Radian6
1 1 (3.70%) SAP MDM
1 1 (3.70%) WebTrends
Cloud Services
1 1 (3.70%) AdWords
1 1 (3.70%) Google Analytics
Communications & Networking
1 1 (3.70%) Internet
Database & Business Intelligence
1 12 (44.44%) Data Warehouse
2 10 (37.04%) DB2
2 10 (37.04%) NoSQL
2 10 (37.04%) Relational Database
3 3 (11.11%) Apache Hive
3 3 (11.11%) Big Data
3 3 (11.11%) SQL Server
4 2 (7.41%) Data Lake
4 2 (7.41%) Hadoop
4 2 (7.41%) Presto
5 1 (3.70%) IBM InfoSphere
5 1 (3.70%) QlikView
5 1 (3.70%) SQL Server 2008
5 1 (3.70%) SQL Server 2012
5 1 (3.70%) SQL Server Analysis Services
5 1 (3.70%) SQL Server Integration Services
5 1 (3.70%) SQL Server Reporting Services
Development Applications
1 1 (3.70%) JDeveloper
1 1 (3.70%) JIRA
1 1 (3.70%) PowerDesigner
General
1 4 (14.81%) Finance
2 3 (11.11%) Marketing
3 2 (7.41%) Banking
4 1 (3.70%) Advertising
4 1 (3.70%) Pharmaceutical
Job Titles
1 13 (48.15%) Analyst
2 12 (44.44%) Data Analyst
3 6 (22.22%) SQL Analyst
3 6 (22.22%) SQL Data Analyst
4 4 (14.81%) Developer
4 4 (14.81%) Oracle Analyst
4 4 (14.81%) Teradata Analyst
5 2 (7.41%) Architect
5 2 (7.41%) Data Engineer
5 2 (7.41%) ETL Analyst
5 2 (7.41%) Senior Data Engineer
5 2 (7.41%) SQL Developer
5 2 (7.41%) SQL Server Developer
6 1 (3.70%) Angular Developer
6 1 (3.70%) Data Migration Business Analyst
6 1 (3.70%) Front End Java Developer (Client-Side Java Developer)
6 1 (3.70%) HTML CSS Developer
6 1 (3.70%) Migration Analyst
6 1 (3.70%) Senior PMO
6 1 (3.70%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 1 (3.70%) AngularJS
1 1 (3.70%) CSS
1 1 (3.70%) HTML
1 1 (3.70%) Middleware
1 1 (3.70%) Oracle Fusion
1 1 (3.70%) Pandas
1 1 (3.70%) scikit-learn
1 1 (3.70%) WebCenter
1 1 (3.70%) XML
Miscellaneous
1 10 (37.04%) Data Structures
2 4 (14.81%) Algorithms
3 2 (7.41%) Analytical Skills
3 2 (7.41%) Data Integration
3 2 (7.41%) Enterprise Software
3 2 (7.41%) Management Information System
3 2 (7.41%) Statistics
4 1 (3.70%) Computer Science
4 1 (3.70%) Data Conversion
4 1 (3.70%) Social Media
4 1 (3.70%) Visualisation
4 1 (3.70%) Wiki
Processes & Methodologies
1 16 (59.26%) Data Modelling
2 14 (51.85%) Business Intelligence
3 13 (48.15%) Data Management
4 10 (37.04%) Dimensional Modelling
5 9 (33.33%) Predictive Modelling
5 9 (33.33%) SDLC
6 8 (29.63%) Analytics
7 5 (18.52%) Agile Software Development
7 5 (18.52%) ETL
8 4 (14.81%) Data Architecture
8 4 (14.81%) Master Data Management
8 4 (14.81%) Migration
9 3 (11.11%) Data Analysis
9 3 (11.11%) Data Analytics
9 3 (11.11%) Data Governance
9 3 (11.11%) Data Migration
9 3 (11.11%) Machine Learning
10 2 (7.41%) OO
10 2 (7.41%) Requirements Analysis
10 2 (7.41%) Software Engineering
Programming Languages
1 18 (66.67%) SQL
2 11 (40.74%) Python
2 11 (40.74%) R
3 9 (33.33%) C++
4 3 (11.11%) Scala
4 3 (11.11%) T-SQL
5 1 (3.70%) Java
Qualifications
1 9 (33.33%) Degree
Quality Assurance & Compliance
1 11 (40.74%) Data Quality
2 2 (7.41%) QA
System Software
1 1 (3.70%) Docker
Systems Management
1 1 (3.70%) Opscode Chef
Vendors
1 11 (40.74%) Oracle
2 10 (37.04%) Netezza
2 10 (37.04%) Sybase
3 9 (33.33%) Teradata
4 2 (7.41%) Cognos
4 2 (7.41%) Informatica
4 2 (7.41%) SAP
5 1 (3.70%) Arqiva
5 1 (3.70%) CA
5 1 (3.70%) DoubleClick
5 1 (3.70%) Facebook
5 1 (3.70%) Google
5 1 (3.70%) Marin
5 1 (3.70%) Microsoft
5 1 (3.70%) Omniture
5 1 (3.70%) Twitter
5 1 (3.70%) WorldPay
5 1 (3.70%) Yahoo!
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 6 days ago
City, London
Hydrogen Group
Rate: £450.00 - £525.00 per day
Posted: 6 days ago