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 23 January 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
23 Jan 2017
Same period 2016 Same period 2015
Data Transformation
England / London
Rank 324 372 345
Rank change year-on-year
+48 -27
Contract jobs citing Data Transformation 76 40 70
As % of all contract IT jobs located in London 0.39% 0.19% 0.33%
As % of the Processes & Methodologies category 0.46% 0.23% 0.41%
Number of daily rates quoted 52 19 48
Median daily rate £525 £517 £475
Median daily rate % change year-on-year
+1.54% +8.84%
90% offered a daily rate of more than £400 £348 £375
10% offered a daily rate of more than £695 £650 £796
UK excluding London median daily rate £450 £425 £400
% change year-on-year
+5.88% +6.25%
Number of hourly rates quoted 0 3 0
Median hourly rate - £25.00 -
UK excluding London median hourly rate £38.75 - £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
16462 17382 17138
As % of all contract IT jobs located in London 84.46% 84.19% 81.33%
Number of daily rates quoted 11897 12350 12358
Median daily rate £488 £475 £450
Median daily rate % change year-on-year
+2.63% +5.55%
90% offered a daily rate of more than £350 £325 £310
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £405 £400 £390
% change year-on-year
+1.25% +2.56%
Number of hourly rates quoted 158 211 191
Median hourly rate £32.25 £24.23 £21.00
Median hourly rate % change year-on-year
+33.09% +15.38%
90% offered a hourly rate of more than £14.50 £12.50 £12.50
10% offered a hourly rate of more than £70.00 £50.99 £52.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 23 January 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 23 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
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 +6 14 £450 -13.25% 4
Croydon - 3 £488 -
Uxbridge - 1 £500 -
Docklands, London - 1 £600 -
Data Transformation
England

Data Transformation
Top 30 Related IT Skills in London

For the 6 months to 23 January 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 87 (54.72%) SQL
2 59 (37.11%) Data Modelling
3 54 (33.96%) Agile Software Development
4 51 (32.08%) Java
4 51 (32.08%) SDLC
5 45 (28.30%) Banking
6 44 (27.67%) Migration
7 42 (26.42%) Data Migration
8 37 (23.27%) Investment Banking
9 36 (22.64%) Python
10 35 (22.01%) Business Intelligence
10 35 (22.01%) Oracle
10 35 (22.01%) Data Management
10 35 (22.01%) Data Quality
11 34 (21.38%) Finance
12 33 (20.75%) Software Engineering
13 32 (20.13%) Workflow
14 31 (19.50%) Data Warehouse
14 31 (19.50%) Spring
14 31 (19.50%) Big Data
15 30 (18.87%) Open Source
16 29 (18.24%) Technical Analysis
16 29 (18.24%) Pair Programming
16 29 (18.24%) Economics
16 29 (18.24%) ETL
16 29 (18.24%) Hibernate
17 27 (16.98%) J2SE
18 26 (16.35%) Relational Database
18 26 (16.35%) R
19 25 (15.72%) 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 21 (13.21%) Apache Spark
2 11 (6.92%) Elasticsearch
3 9 (5.66%) SAS
4 2 (1.26%) Apache
4 2 (1.26%) Apache Solr
4 2 (1.26%) Oracle SOA Suite
5 1 (0.63%) Apache Pig
5 1 (0.63%) CMS
5 1 (0.63%) Gentran
5 1 (0.63%) JBoss
5 1 (0.63%) Mule
5 1 (0.63%) Mule ESB
5 1 (0.63%) Oracle Service Bus
5 1 (0.63%) WebLogic
5 1 (0.63%) WebSphere
Applications
1 5 (3.14%) MS Excel
2 2 (1.26%) MS Office
2 2 (1.26%) MS PowerPoint
3 1 (0.63%) Spreadsheet
Business Applications
1 8 (5.03%) Cognos TM1
2 3 (1.89%) Cognos Controller
3 2 (1.26%) Salesforce.com CRM
3 2 (1.26%) SAP ERP
4 1 (0.63%) Oracle EBS
4 1 (0.63%) Oracle Retail
4 1 (0.63%) SAP Oil and Gas
Cloud Services
1 5 (3.14%) Amazon AWS
1 5 (3.14%) Amazon Kinesis
2 3 (1.89%) Amazon EMR
2 3 (1.89%) Microsoft Azure
3 2 (1.26%) Amazon EC2
3 2 (1.26%) Cloud Computing
4 1 (0.63%) Amazon Glacier
4 1 (0.63%) Amazon S3
4 1 (0.63%) AWS CloudFormation
4 1 (0.63%) AWS Lambda
4 1 (0.63%) GitHub
4 1 (0.63%) SaaS
4 1 (0.63%) Virtual Private Cloud
Communications & Networking
1 2 (1.26%) FTP
2 1 (0.63%) DSL
2 1 (0.63%) HTTP
2 1 (0.63%) HTTPS
2 1 (0.63%) SSH
Database & Business Intelligence
1 31 (19.50%) Big Data
1 31 (19.50%) Data Warehouse
2 26 (16.35%) Relational Database
3 25 (15.72%) Hadoop
4 20 (12.58%) DB2
4 20 (12.58%) NoSQL
5 18 (11.32%) Apache Hive
6 9 (5.66%) Data Lake
7 8 (5.03%) Oracle Reports
7 8 (5.03%) SQL Server
8 7 (4.40%) Oracle Database
9 6 (3.77%) Presto
10 5 (3.14%) PostgreSQL
11 4 (2.52%) BusinessObjects
11 4 (2.52%) BusinessObjects Business Intelligence
11 4 (2.52%) Enterprise Data Warehouse
11 4 (2.52%) QlikView
11 4 (2.52%) Sqoop
12 3 (1.89%) BusinessObjects Web Intelligence
12 3 (1.89%) Mahout
Development Applications
1 6 (3.77%) Git (software)
1 6 (3.77%) JIRA
2 4 (2.52%) ERwin
2 4 (2.52%) Talend Open Studio
3 2 (1.26%) PowerDesigner
4 1 (0.63%) GoCD
4 1 (0.63%) JDeveloper
4 1 (0.63%) Jenkins
4 1 (0.63%) Maven
4 1 (0.63%) Vagrant
4 1 (0.63%) Visual Studio
4 1 (0.63%) WebStorm
General
1 45 (28.30%) Banking
2 37 (23.27%) Investment Banking
3 34 (21.38%) Finance
4 10 (6.29%) Marketing
5 9 (5.66%) Legal
6 8 (5.03%) Retail
7 5 (3.14%) Law
8 3 (1.89%) Retail Banking
9 2 (1.26%) Back Office
9 2 (1.26%) Private Banking
9 2 (1.26%) Telecoms
10 1 (0.63%) Advertising
10 1 (0.63%) Electronics
10 1 (0.63%) Financial Institution
10 1 (0.63%) Manufacturing
Job Titles
1 49 (30.82%) Analyst
2 46 (28.93%) Developer
3 35 (22.01%) Data Analyst
4 33 (20.75%) Java Developer
4 33 (20.75%) Senior Developer
5 31 (19.50%) Senior Java Developer
6 29 (18.24%) Agile Developer
6 29 (18.24%) Agile Java Developer
6 29 (18.24%) Senior Agile Developer
6 29 (18.24%) Senior Agile Java Developer
7 19 (11.95%) SQL Analyst
7 19 (11.95%) SQL Data Analyst
8 17 (10.69%) Data Engineer
9 16 (10.06%) Business Analyst
9 16 (10.06%) Team Leader
10 12 (7.55%) Architect
10 12 (7.55%) Java Team Leader
10 12 (7.55%) Lead Developer
10 12 (7.55%) Lead Java Developer
11 10 (6.29%) Data Architect
Libraries, Frameworks & Software Standards
1 31 (19.50%) Spring
2 29 (18.24%) Hibernate
3 27 (16.98%) J2SE
4 9 (5.66%) Kafka
5 7 (4.40%) XML
6 4 (2.52%) .NET
6 4 (2.52%) Oracle GoldenGate
6 4 (2.52%) Oracle Streams
6 4 (2.52%) Web Services
7 3 (1.89%) JMS
7 3 (1.89%) Middleware
7 3 (1.89%) Pandas
7 3 (1.89%) SAP CO-PA
7 3 (1.89%) scikit-learn
7 3 (1.89%) XML Schema
8 2 (1.26%) Apache Avro
8 2 (1.26%) JSON
8 2 (1.26%) SOAP
8 2 (1.26%) XML Messaging
8 2 (1.26%) XSLT
Miscellaneous
1 29 (18.24%) Economics
2 18 (11.32%) Data Structures
3 17 (10.69%) Analytical Skills
4 8 (5.03%) Computer Science
5 7 (4.40%) Management Information System
5 7 (4.40%) Visualisation
6 6 (3.77%) Data Integration
6 6 (3.77%) Enterprise Software
6 6 (3.77%) Statistics
7 5 (3.14%) Algorithms
7 5 (3.14%) Replication
7 5 (3.14%) Virtual Team
8 3 (1.89%) Reference Data
9 2 (1.26%) Data Extraction
9 2 (1.26%) Mainframe
9 2 (1.26%) SWIFT
10 1 (0.63%) Fintech
10 1 (0.63%) Foreign Exchange (FX)
10 1 (0.63%) Reinsurance
10 1 (0.63%) User Experience
Operating Systems
1 5 (3.14%) Linux
2 3 (1.89%) Windows
Processes & Methodologies
1 59 (37.11%) Data Modelling
2 54 (33.96%) Agile Software Development
3 51 (32.08%) SDLC
4 44 (27.67%) Migration
5 42 (26.42%) Data Migration
6 35 (22.01%) Business Intelligence
6 35 (22.01%) Data Management
7 33 (20.75%) Software Engineering
8 32 (20.13%) Workflow
9 30 (18.87%) Open Source
10 29 (18.24%) ETL
10 29 (18.24%) Pair Programming
10 29 (18.24%) Technical Analysis
11 23 (14.47%) Data Analysis
12 22 (13.84%) Data Architecture
13 17 (10.69%) Dimensional Modelling
13 17 (10.69%) Predictive Modelling
14 13 (8.18%) Stakeholder Management
15 11 (6.92%) Project Management
15 11 (6.92%) Target Operating Model
Programming Languages
1 87 (54.72%) SQL
2 51 (32.08%) Java
3 36 (22.64%) Python
4 26 (16.35%) R
5 17 (10.69%) C++
5 17 (10.69%) Scala
6 6 (3.77%) C#
7 4 (2.52%) T-SQL
8 3 (1.89%) Groovy
8 3 (1.89%) JavaScript
9 2 (1.26%) C
10 1 (0.63%) PHP
10 1 (0.63%) PL/SQL
10 1 (0.63%) Ruby
10 1 (0.63%) VB
10 1 (0.63%) XQuery
Qualifications
1 23 (14.47%) Degree
2 6 (3.77%) Security Cleared
3 4 (2.52%) ISTQB
3 4 (2.52%) SC Cleared
4 2 (1.26%) DV Cleared
5 1 (0.63%) ISEB
5 1 (0.63%) SAS Certification
Quality Assurance & Compliance
1 35 (22.01%) Data Quality
2 11 (6.92%) QA
3 2 (1.26%) ISO20022
4 1 (0.63%) MiFID
4 1 (0.63%) SLA
System Software
1 3 (1.89%) HDFS
2 2 (1.26%) Apache Flume
3 1 (0.63%) Apache ZooKeeper
3 1 (0.63%) Docker
Systems Management
1 4 (2.52%) Data Guard
2 2 (1.26%) Oozie
3 1 (0.63%) Ansible
3 1 (0.63%) Opscode Chef
Vendors
1 35 (22.01%) Oracle
2 21 (13.21%) Sybase
2 21 (13.21%) Teradata
3 18 (11.32%) Netezza
4 10 (6.29%) SAP
5 8 (5.03%) Cognos
6 6 (3.77%) Cloudera
7 4 (2.52%) Microsoft
7 4 (2.52%) Talend
8 3 (1.89%) Informatica
8 3 (1.89%) Jaspersoft
9 2 (1.26%) Bloomberg
9 2 (1.26%) FNZ
9 2 (1.26%) Hortonworks
9 2 (1.26%) Salesforce.com
9 2 (1.26%) Tableau
10 1 (0.63%) IBM
10 1 (0.63%) IBM Sterling
10 1 (0.63%) Reuters
10 1 (0.63%) VMware
London
AAP3
Rate: £450 - £500 per day + Some Flexible Working
Posted: 4 days ago