The table below looks at the statistics for Data Transformation skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited Data Transformation over the 3 months to 25 February 2017 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
25 Feb 2017
Same period 2016 Same period 2015
Data Transformation
England / London
Rank 344 374 355
Rank change year-on-year
+30 -19
Contract jobs citing Data Transformation 53 45 57
As % of all contract IT jobs located in London 0.28% 0.21% 0.27%
As % of the Processes & Methodologies category 0.33% 0.25% 0.33%
Number of daily rates quoted 33 26 46
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £350 £350 £363
10% offered a daily rate of more than £725 £588 £600
UK excluding London median daily rate £425 £433 £365
% change year-on-year
-1.73% +18.49%
Number of hourly rates quoted 0 3 0
Median hourly rate - £25.00 -
UK excluding London median hourly rate - - £24.00

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

Processes & Methodologies Category
London
Contract IT job ads with a match in the
Processes & Methodologies category
16220 18227 17535
As % of all contract IT jobs located in London 84.93% 84.99% 82.22%
Number of daily rates quoted 11750 13050 12485
Median daily rate £475 £475 £450
Median daily rate % change year-on-year
- +5.55%
90% offered a daily rate of more than £340 £325 £308
10% offered a daily rate of more than £638 £625 £600
UK excluding London median daily rate £408 £400 £400
% change year-on-year
+1.87% -
Number of hourly rates quoted 154 218 207
Median hourly rate £33.00 £22.50 £21.50
Median hourly rate % change year-on-year
+46.66% +4.65%
90% offered a hourly rate of more than £14.45 £12.50 £11.00
10% offered a hourly rate of more than £70.00 £53.00 £54.55
UK excluding London median hourly rate £36.00 £40.00 £27.79
% change year-on-year
-10.00% +43.93%

Data Transformation
Jobs Demand Trend in London

The demand trend of contract jobs across the 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 London

Data Transformation
Daily Rate Trend in London

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

Data Transformation Daily Rate Trend in London

Data Transformation
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Data Transformation across the London region over the 3 months to 25 February 2017.

Data Transformation Daily Rate Histogram in London

Data Transformation
Hourly Rate Trend in London

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

Data Transformation Hourly Rate Trend in London

Data Transformation
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Transformation within the London region over the 3 months to 25 February 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
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London +16 11 £425 -20.93% 4
Croydon - 3 £488 -
Uxbridge - 2 £513 - 1
Docklands, London - 2 £600 -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 25 February 2017, 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 London region with a requirement for Data Transformation.

1 82 (53.95%) SQL
2 54 (35.53%) Agile Software Development
3 52 (34.21%) Data Modelling
4 44 (28.95%) Java
5 43 (28.29%) SDLC
6 41 (26.97%) Migration
6 41 (26.97%) Banking
7 39 (25.66%) Data Migration
7 39 (25.66%) Data Quality
8 38 (25.00%) Business Intelligence
9 35 (23.03%) ETL
10 34 (22.37%) Python
10 34 (22.37%) Finance
11 32 (21.05%) Data Warehouse
11 32 (21.05%) Oracle
11 32 (21.05%) Investment Banking
12 30 (19.74%) Data Management
13 29 (19.08%) Big Data
14 28 (18.42%) Workflow
14 28 (18.42%) Software Engineering
15 26 (17.11%) Hadoop
16 25 (16.45%) Open Source
16 25 (16.45%) Relational Database
16 25 (16.45%) Spring
17 24 (15.79%) Pair Programming
17 24 (15.79%) Economics
17 24 (15.79%) Hibernate
17 24 (15.79%) Technical Analysis
17 24 (15.79%) R
18 23 (15.13%) Apache Spark

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 23 (15.13%) Apache Spark
2 10 (6.58%) Elasticsearch
3 5 (3.29%) SAS
4 4 (2.63%) Apache
5 2 (1.32%) Gentran
5 2 (1.32%) JBoss
5 2 (1.32%) Mule ESB
5 2 (1.32%) WebSphere
6 1 (0.66%) Apache Pig
6 1 (0.66%) Apache Solr
6 1 (0.66%) IPython
6 1 (0.66%) Jupyter
6 1 (0.66%) Mule
6 1 (0.66%) Oracle SOA Suite
6 1 (0.66%) WebLogic
Applications
1 5 (3.29%) MS Excel
2 2 (1.32%) MS Office
2 2 (1.32%) MS PowerPoint
3 1 (0.66%) Spreadsheet
3 1 (0.66%) SPSS
Business Applications
1 6 (3.95%) Cognos TM1
2 3 (1.97%) Cognos Controller
3 2 (1.32%) Salesforce.com CRM
3 2 (1.32%) SAP ERP
4 1 (0.66%) Oracle EBS
4 1 (0.66%) Oracle Retail
4 1 (0.66%) SAP Oil and Gas
Cloud Services
1 6 (3.95%) Amazon AWS
2 5 (3.29%) Amazon Kinesis
3 3 (1.97%) Amazon EMR
3 3 (1.97%) Microsoft Azure
4 2 (1.32%) Amazon EC2
4 2 (1.32%) Cloud Computing
4 2 (1.32%) GitHub
5 1 (0.66%) Amazon Glacier
5 1 (0.66%) Amazon S3
5 1 (0.66%) AWS CloudFormation
5 1 (0.66%) AWS Lambda
5 1 (0.66%) Google Cloud Platform
5 1 (0.66%) SaaS
5 1 (0.66%) Virtual Private Cloud
Communications & Networking
1 2 (1.32%) DSL
2 1 (0.66%) FTP
2 1 (0.66%) HTTP
2 1 (0.66%) HTTPS
2 1 (0.66%) SSH
Database & Business Intelligence
1 32 (21.05%) Data Warehouse
2 29 (19.08%) Big Data
3 26 (17.11%) Hadoop
4 25 (16.45%) Relational Database
5 19 (12.50%) Apache Hive
5 19 (12.50%) DB2
6 18 (11.84%) NoSQL
7 11 (7.24%) SQL Server
8 10 (6.58%) Data Lake
9 8 (5.26%) Oracle Reports
10 7 (4.61%) Enterprise Data Warehouse
10 7 (4.61%) Presto
11 6 (3.95%) QlikView
11 6 (3.95%) SQL Server Integration Services
11 6 (3.95%) SQL Server Reporting Services
12 5 (3.29%) DataStage
12 5 (3.29%) Oracle Database
12 5 (3.29%) PostgreSQL
13 4 (2.63%) BusinessObjects Business Intelligence
13 4 (2.63%) Sqoop
Development Applications
1 7 (4.61%) Git (software)
2 6 (3.95%) JIRA
3 5 (3.29%) ERwin
3 5 (3.29%) Talend Open Studio
4 4 (2.63%) Visual Studio
5 3 (1.97%) PowerDesigner
5 3 (1.97%) Team Foundation Server
6 2 (1.32%) GoCD
6 2 (1.32%) Vagrant
7 1 (0.66%) JDeveloper
7 1 (0.66%) Jenkins
7 1 (0.66%) Maven
7 1 (0.66%) WebStorm
General
1 41 (26.97%) Banking
2 34 (22.37%) Finance
3 32 (21.05%) Investment Banking
4 9 (5.92%) Marketing
4 9 (5.92%) Retail
5 3 (1.97%) Back Office
5 3 (1.97%) Law
5 3 (1.97%) Legal
5 3 (1.97%) Retail Banking
6 2 (1.32%) Financial Institution
6 2 (1.32%) Private Banking
6 2 (1.32%) Telecoms
7 1 (0.66%) Advertising
7 1 (0.66%) Electronics
7 1 (0.66%) Games
7 1 (0.66%) Manufacturing
Job Titles
1 47 (30.92%) Developer
2 40 (26.32%) Analyst
3 31 (20.39%) Data Analyst
4 29 (19.08%) Java Developer
5 28 (18.42%) Senior Developer
6 26 (17.11%) Senior Java Developer
7 24 (15.79%) Agile Developer
7 24 (15.79%) Agile Java Developer
7 24 (15.79%) Senior Agile Developer
7 24 (15.79%) Senior Agile Java Developer
8 20 (13.16%) Data Engineer
9 16 (10.53%) Team Leader
10 15 (9.87%) SQL Analyst
10 15 (9.87%) SQL Data Analyst
11 13 (8.55%) Lead Developer
12 12 (7.89%) Java Team Leader
12 12 (7.89%) Lead Java Developer
13 11 (7.24%) Architect
13 11 (7.24%) Business Analyst
14 10 (6.58%) Data Architect
Libraries, Frameworks & Software Standards
1 25 (16.45%) Spring
2 24 (15.79%) Hibernate
3 22 (14.47%) J2SE
4 10 (6.58%) Kafka
5 7 (4.61%) XML
6 4 (2.63%) .NET
6 4 (2.63%) Oracle GoldenGate
6 4 (2.63%) Oracle Streams
6 4 (2.63%) Web Services
7 3 (1.97%) Middleware
7 3 (1.97%) Pandas
7 3 (1.97%) SAP CO-PA
7 3 (1.97%) scikit-learn
7 3 (1.97%) XML Messaging
7 3 (1.97%) XML Schema
8 2 (1.32%) EDI
8 2 (1.32%) JMS
8 2 (1.32%) SOAP
8 2 (1.32%) Velocity
8 2 (1.32%) XSLT
Miscellaneous
1 17 (11.18%) Analytical Skills
2 16 (10.53%) Data Structures
3 10 (6.58%) Computer Science
4 6 (3.95%) Algorithms
4 6 (3.95%) Enterprise Software
4 6 (3.95%) Management Information System
5 5 (3.29%) Replication
6 3 (1.97%) Mainframe
6 3 (1.97%) SWIFT
7 2 (1.32%) DataPower
7 2 (1.32%) Foreign Exchange (FX)
8 1 (0.66%) Credit Risk
8 1 (0.66%) Digital TV
8 1 (0.66%) Equities
8 1 (0.66%) Fixed Income
8 1 (0.66%) Linux Command Line
8 1 (0.66%) NHS
8 1 (0.66%) N-Tier
8 1 (0.66%) Reference Data
8 1 (0.66%) User Experience
Operating Systems
1 8 (5.26%) Linux
2 4 (2.63%) Windows
3 1 (0.66%) Unix
Processes & Methodologies
1 54 (35.53%) Agile Software Development
2 52 (34.21%) Data Modelling
3 43 (28.29%) SDLC
4 41 (26.97%) Migration
5 39 (25.66%) Data Migration
6 38 (25.00%) Business Intelligence
7 35 (23.03%) ETL
8 30 (19.74%) Data Management
9 28 (18.42%) Software Engineering
9 28 (18.42%) Workflow
10 25 (16.45%) Open Source
11 24 (15.79%) Economics
11 24 (15.79%) Pair Programming
11 24 (15.79%) Technical Analysis
12 20 (13.16%) Data Analysis
13 17 (11.18%) Analytics
13 17 (11.18%) Data Architecture
14 16 (10.53%) Stakeholder Management
15 14 (9.21%) Dimensional Modelling
15 14 (9.21%) Predictive Modelling
Programming Languages
1 82 (53.95%) SQL
2 44 (28.95%) Java
3 34 (22.37%) Python
4 24 (15.79%) R
5 17 (11.18%) Scala
6 14 (9.21%) C++
7 6 (3.95%) C#
8 4 (2.63%) T-SQL
9 3 (1.97%) Groovy
9 3 (1.97%) JavaScript
10 2 (1.32%) C
10 2 (1.32%) PL/SQL
11 1 (0.66%) Perl
11 1 (0.66%) PHP
11 1 (0.66%) Ruby
11 1 (0.66%) VB
Qualifications
1 22 (14.47%) Degree
2 6 (3.95%) Security Cleared
3 4 (2.63%) ISTQB
3 4 (2.63%) SC Cleared
4 2 (1.32%) DV Cleared
5 1 (0.66%) ISEB
Quality Assurance & Compliance
1 39 (25.66%) Data Quality
2 13 (8.55%) QA
3 4 (2.63%) PMO
4 3 (1.97%) ISO20022
5 2 (1.32%) SLA
6 1 (0.66%) IAS 39
6 1 (0.66%) IFRS
6 1 (0.66%) IFRS 9
6 1 (0.66%) MiFID
System Software
1 3 (1.97%) Apache Flume
2 2 (1.32%) HDFS
3 1 (0.66%) Apache ZooKeeper
3 1 (0.66%) Docker
Systems Management
1 4 (2.63%) Data Guard
2 2 (1.32%) Ansible
2 2 (1.32%) Oozie
3 1 (0.66%) Opscode Chef
Vendors
1 32 (21.05%) Oracle
2 19 (12.50%) Sybase
2 19 (12.50%) Teradata
3 15 (9.87%) Netezza
4 10 (6.58%) SAP
5 7 (4.61%) Microsoft
6 6 (3.95%) Cloudera
6 6 (3.95%) Cognos
7 5 (3.29%) Talend
8 4 (2.63%) Informatica
9 3 (1.97%) Jaspersoft
10 2 (1.32%) Apigee
10 2 (1.32%) Bloomberg
10 2 (1.32%) FNZ
10 2 (1.32%) IBM
10 2 (1.32%) IBM Sterling
10 2 (1.32%) Salesforce.com
10 2 (1.32%) Tableau
11 1 (0.66%) Google
11 1 (0.66%) Reuters
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 4 days ago
Uxbridge, Middlesex
ReThink Recruitment
Rate: £450 - £550 per day
Posted: 5 days ago