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 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 352 374 370
Rank change year-on-year
+22 -4
Contract jobs citing Data Transformation 91 61 72
As % of all contract IT jobs located in London 0.40% 0.26% 0.30%
As % of the Processes & Methodologies category 0.46% 0.31% 0.37%
Number of daily rates quoted 65 34 45
Median daily rate £480 £464 £450
Median daily rate % change year-on-year
+3.50% +3.05%
90% offered a daily rate of more than £249 £380 £310
10% offered a daily rate of more than £600 £575 £550
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
England

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
19637 19518 19670
As % of all contract IT jobs located in London 85.98% 83.26% 81.21%
Number of daily rates quoted 14080 14002 13948
Median daily rate £475 £450 £450
Median daily rate % change year-on-year
+5.55% -
90% offered a daily rate of more than £325 £313 £300
10% offered a daily rate of more than £610 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 198 219 246
Median hourly rate £24.44 £22.00 £21.62
Median hourly rate % change year-on-year
+11.09% +1.75%
90% offered a hourly rate of more than £12.50 £13.17 £13.46
10% offered a hourly rate of more than £54.78 £52.02 £53.50
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 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 28 September 2016.

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 28 September 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
(Click see detailed
statistics and trends)
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 +23 15 £450 -2.70% 5
Feltham - 2 £500 -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in 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 London region with a requirement for Data Transformation.

1 88 (47.31%) SQL
2 77 (41.40%) Data Modelling
3 61 (32.80%) Business Intelligence
4 58 (31.18%) Finance
5 55 (29.57%) Data Management
6 48 (25.81%) Data Quality
7 40 (21.51%) Data Warehouse
8 39 (20.97%) Data Architecture
9 38 (20.43%) Relational Database
10 35 (18.82%) Migration
10 35 (18.82%) Agile Software Development
11 34 (18.28%) Oracle
12 32 (17.20%) SDLC
13 30 (16.13%) Python
13 30 (16.13%) Data Migration
14 29 (15.59%) Analytics
14 29 (15.59%) Master Data Management
15 28 (15.05%) Banking
15 28 (15.05%) ETL
16 27 (14.52%) Data Analysis
16 27 (14.52%) R
16 27 (14.52%) Data Structures
17 25 (13.44%) Software Engineering
17 25 (13.44%) Java
18 24 (12.90%) Analytical Skills
18 24 (12.90%) Big Data
19 23 (12.37%) Data Governance
20 20 (10.75%) SQL Server
21 19 (10.22%) Degree
21 19 (10.22%) Hadoop

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 (8.06%) SAS
2 14 (7.53%) Apache Spark
3 9 (4.84%) NetWeaver
4 8 (4.30%) Elasticsearch
5 6 (3.23%) Oracle Service Bus
6 3 (1.61%) Apache
7 2 (1.08%) Apache Solr
7 2 (1.08%) Facebook Platform
8 1 (0.54%) CMS
8 1 (0.54%) Confluence
8 1 (0.54%) Oracle SOA Suite
8 1 (0.54%) SharePoint
8 1 (0.54%) WebLogic
Applications
1 8 (4.30%) MS Excel
2 7 (3.76%) MS Visio
3 4 (2.15%) MS Office
3 4 (2.15%) MS PowerPoint
4 2 (1.08%) SPSS
5 1 (0.54%) MS Project
Business Applications
1 9 (4.84%) SAP MDM
2 7 (3.76%) Cognos TM1
3 3 (1.61%) Cognos Controller
4 2 (1.08%) Radian6
4 2 (1.08%) WebTrends
5 1 (0.54%) CA PPM
5 1 (0.54%) Oracle Applications
5 1 (0.54%) Oracle EBS
5 1 (0.54%) Oracle Financials
Cloud Services
1 3 (1.61%) Google Analytics
1 3 (1.61%) Google Apps
2 2 (1.08%) AdWords
2 2 (1.08%) Amazon AWS
2 2 (1.08%) Amazon Kinesis
2 2 (1.08%) Cloud Computing
2 2 (1.08%) Microsoft Azure
3 1 (0.54%) GitHub
3 1 (0.54%) SaaS
Communications & Networking
1 6 (3.23%) FTP
2 4 (2.15%) Internet
3 3 (1.61%) DSL
3 3 (1.61%) Firewall
Database & Business Intelligence
1 40 (21.51%) Data Warehouse
2 38 (20.43%) Relational Database
3 24 (12.90%) Big Data
4 20 (10.75%) SQL Server
5 19 (10.22%) Hadoop
6 16 (8.60%) Apache Hive
7 15 (8.06%) NoSQL
8 14 (7.53%) Data Mining
8 14 (7.53%) DB2
9 12 (6.45%) SQL Server Integration Services
10 10 (5.38%) Data Lake
10 10 (5.38%) IBM InfoSphere
11 9 (4.84%) Oracle Database
11 9 (4.84%) SQL Server Reporting Services
12 7 (3.76%) SQL Server Analysis Services
13 6 (3.23%) Presto
14 5 (2.69%) Oracle Database 11g
14 5 (2.69%) SQL Server 2008
15 4 (2.15%) Base SAS
15 4 (2.15%) MySQL
Development Applications
1 3 (1.61%) Git (software)
1 3 (1.61%) JIRA
2 1 (0.54%) GoCD
2 1 (0.54%) JDeveloper
2 1 (0.54%) PowerDesigner
2 1 (0.54%) Talend Open Studio
2 1 (0.54%) Vagrant
General
1 58 (31.18%) Finance
2 28 (15.05%) Banking
3 15 (8.06%) Investment Banking
4 12 (6.45%) Marketing
5 8 (4.30%) Legal
6 4 (2.15%) Advertising
6 4 (2.15%) Law
7 3 (1.61%) Back Office
7 3 (1.61%) Retail
8 2 (1.08%) General Ledger
9 1 (0.54%) Financial Institution
9 1 (0.54%) Front Office
9 1 (0.54%) Pharmaceutical
9 1 (0.54%) Publishing
9 1 (0.54%) Retail Banking
Job Titles
1 63 (33.87%) Analyst
2 49 (26.34%) Data Analyst
3 35 (18.82%) Architect
4 27 (14.52%) Developer
5 21 (11.29%) Data Architect
6 16 (8.60%) Business Analyst
7 15 (8.06%) Senior Developer
8 14 (7.53%) SQL Analyst
9 13 (6.99%) SQL Data Analyst
10 12 (6.45%) Data Engineer
10 12 (6.45%) Java Developer
10 12 (6.45%) Senior Java Developer
11 11 (5.91%) Agile Developer
11 11 (5.91%) Agile Java Developer
11 11 (5.91%) Senior Agile Developer
11 11 (5.91%) Senior Agile Java Developer
12 10 (5.38%) Consultant
13 9 (4.84%) Software Engineer
13 9 (4.84%) Team Leader
14 8 (4.30%) Senior Architect
Libraries, Frameworks & Software Standards
1 17 (9.14%) Spring
1 17 (9.14%) XML
2 11 (5.91%) Hibernate
2 11 (5.91%) J2SE
3 9 (4.84%) XML Schema
4 8 (4.30%) JMS
5 7 (3.76%) XSLT
6 6 (3.23%) Kafka
6 6 (3.23%) Middleware
6 6 (3.23%) Web Services
7 3 (1.61%) .NET
7 3 (1.61%) MDX
7 3 (1.61%) Pandas
7 3 (1.61%) Regular Expression
7 3 (1.61%) scikit-learn
8 2 (1.08%) Apache Avro
8 2 (1.08%) FpML
8 2 (1.08%) JSON
8 2 (1.08%) Oracle Fusion
8 2 (1.08%) Spark Streaming
Miscellaneous
1 27 (14.52%) Data Structures
2 24 (12.90%) Analytical Skills
3 18 (9.68%) Management Information System
4 15 (8.06%) Data Integration
5 12 (6.45%) Enterprise Software
5 12 (6.45%) Statistics
6 11 (5.91%) Algorithms
6 11 (5.91%) Economics
7 8 (4.30%) Data Conversion
7 8 (4.30%) Derivative
8 5 (2.69%) Virtual Team
9 3 (1.61%) Credit Risk
9 3 (1.61%) Fintech
9 3 (1.61%) Reference Data
9 3 (1.61%) Visualisation
10 2 (1.08%) Client/Server
10 2 (1.08%) Computer Science
10 2 (1.08%) Equities
10 2 (1.08%) Replication
10 2 (1.08%) Social Media
Operating Systems
1 4 (2.15%) Windows
2 3 (1.61%) Unix
3 2 (1.08%) Linux
Processes & Methodologies
1 77 (41.40%) Data Modelling
2 61 (32.80%) Business Intelligence
3 55 (29.57%) Data Management
4 39 (20.97%) Data Architecture
5 35 (18.82%) Agile Software Development
5 35 (18.82%) Migration
6 32 (17.20%) SDLC
7 30 (16.13%) Data Migration
8 29 (15.59%) Analytics
8 29 (15.59%) Master Data Management
9 28 (15.05%) ETL
10 27 (14.52%) Data Analysis
11 25 (13.44%) Software Engineering
12 23 (12.37%) Data Governance
13 17 (9.14%) Data Mapping
14 16 (8.60%) Predictive Modelling
14 16 (8.60%) Target Operating Model
15 15 (8.06%) Data Cleansing
15 15 (8.06%) User Acceptance Testing
16 14 (7.53%) Programme Management
Programming Languages
1 88 (47.31%) SQL
2 30 (16.13%) Python
3 27 (14.52%) R
4 25 (13.44%) Java
5 13 (6.99%) C++
5 13 (6.99%) Scala
6 11 (5.91%) T-SQL
7 6 (3.23%) XQuery
8 5 (2.69%) JavaScript
9 4 (2.15%) SAS Macro
10 3 (1.61%) PL/SQL
10 3 (1.61%) VB
11 2 (1.08%) PHP
12 1 (0.54%) C
12 1 (0.54%) C#
12 1 (0.54%) Ruby
Qualifications
1 19 (10.22%) Degree
2 18 (9.68%) Security Cleared
3 15 (8.06%) SC Cleared
4 5 (2.69%) CIMA
5 2 (1.08%) BPSS Clearance
6 1 (0.54%) CTC Cleared
6 1 (0.54%) SAS Certification
Quality Assurance & Compliance
1 48 (25.81%) Data Quality
2 5 (2.69%) QA
3 3 (1.61%) ISO20022
4 1 (0.54%) Disclosure Scotland
System Software
1 7 (3.76%) Docker
2 3 (1.61%) Active Directory
2 3 (1.61%) Hyper-V
2 3 (1.61%) VMware Infrastructure
3 2 (1.08%) Apache Flume
3 2 (1.08%) HDFS
4 1 (0.54%) Apache ZooKeeper
Systems Management
1 7 (3.76%) Opscode Chef
2 1 (0.54%) Ansible
2 1 (0.54%) Oozie
2 1 (0.54%) Oracle EDQ
Vendors
1 34 (18.28%) Oracle
2 18 (9.68%) Informatica
3 17 (9.14%) Sybase
4 16 (8.60%) Netezza
4 16 (8.60%) Teradata
5 14 (7.53%) SAP
6 8 (4.30%) Cognos
7 7 (3.76%) Microsoft
8 6 (3.23%) Google
9 4 (2.15%) Cloudera
10 3 (1.61%) Hortonworks
10 3 (1.61%) IBM
10 3 (1.61%) Tableau
10 3 (1.61%) VMware
11 2 (1.08%) DoubleClick
11 2 (1.08%) Facebook
11 2 (1.08%) Omniture
11 2 (1.08%) PeopleSoft
11 2 (1.08%) Twitter
11 2 (1.08%) Yahoo!
London
LA International
Posted: Yesterday
Croydon, Surrey
networx
Rate: From £57,110 to £61,741 per annum dependent upon skills
Posted: Yesterday
City, London
Harvey Nash plc
Rate: £400 - £500 per day
Posted: 6 days ago
London
Opilio Recruitment
Posted: 6 days ago
London
Hydrogen Group
Rate: £500.00 - £540.00 per day
Posted: 5 days ago
London
Harvey Nash plc
Rate: £500 - £525 per annum
Posted: 6 days ago
London
Experis Ltd
Rate: £490 - £525 per day
Posted: 5 days ago
London
Experis Ltd
Rate: £500 - £527 per day
Posted: 6 days ago
City, London
Hydrogen Group
Rate: £450.00 - £525.00 per day
Posted: 6 days ago