The table below looks at the statistics for ETL skills in IT contracts advertised for the London region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 25 July 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
25 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 94 72 75
Rank change year-on-year
-22 +3
Contract jobs citing ETL 563 686 647
As % of all contract IT jobs located in London 2.54% 2.91% 2.78%
As % of the Processes & Methodologies category 2.98% 3.56% 3.41%
Number of daily rates quoted 374 482 423
Median daily rate £456 £450 £450
Median daily rate % change year-on-year
+1.38% -
90% offered a daily rate of more than £338 £325 £325
10% offered a daily rate of more than £621 £554 £575
UK excluding London median daily rate £400 £390 £374
% change year-on-year
+2.56% +4.27%
Number of hourly rates quoted 0 3 1
Median hourly rate - £23.00 £125.00
Median hourly rate % change year-on-year
- -81.60%
UK excluding London median hourly rate £20.50 £30.00 £46.40
% change year-on-year
-31.66% -35.34%
ETL
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
18895 19269 18972
As % of all contract IT jobs located in London 85.31% 81.64% 81.64%
Number of daily rates quoted 13653 13770 13293
Median daily rate £475 £450 £440
Median daily rate % change year-on-year
+5.55% +2.27%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £625 £600
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 140 232 231
Median hourly rate £21.78 £21.50 £20.06
Median hourly rate % change year-on-year
+1.30% +7.17%
90% offered a hourly rate of more than £12.50 £13.00 £14.00
10% offered a hourly rate of more than £46.00 £64.25 £53.50
UK excluding London median hourly rate £30.00 £30.50 £26.98
% change year-on-year
-1.63% +13.06%

ETL
Jobs Demand Trend in London

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

ETL Jobs Demand Trend in London

ETL
Daily Rate Trend in London

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

ETL Daily Rate Trend in London

ETL
Daily Rate Histogram in London

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the London region over the 3 months to 25 July 2016.

ETL Daily Rate Histogram in London

ETL
Hourly Rate Trend in London

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

ETL Hourly Rate Trend in London

ETL
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 ETL within the London region over the 3 months to 25 July 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 -8 111 £450 -2.17% 28
Croydon -24 6 £459 +1.94% 1
Canary Wharf +6 5 £365 -23.15%
Clapham - 3 £450 -
Brentford +1 2 £400 +28.00%
Bromley -5 2 - -
Uxbridge - 2 £475 -
Hammersmith +3 1 - -
Ilford - 1 - -
Romford - 1 £430 -
Hillingdon - 1 £375 -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 25 July 2016, IT contractor jobs citing ETL 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 ETL.

1 652 (59.38%) SQL
2 479 (43.62%) Data Warehouse
3 401 (36.52%) Business Intelligence
4 387 (35.25%) SQL Server
5 340 (30.97%) Finance
6 310 (28.23%) Oracle
7 308 (28.05%) SQL Server Integration Services
8 268 (24.41%) Agile Software Development
9 261 (23.77%) Data Modelling
10 188 (17.12%) SQL Server Reporting Services
11 179 (16.30%) Java
12 178 (16.21%) T-SQL
13 174 (15.85%) Migration
14 173 (15.76%) Microsoft
15 153 (13.93%) Banking
16 151 (13.75%) SQL Server Analysis Services
17 147 (13.39%) Analytics
18 143 (13.02%) Big Data
19 125 (11.38%) Data Migration
20 119 (10.84%) Informatica
21 114 (10.38%) Hadoop
22 112 (10.20%) Relational Database
23 108 (9.84%) SQL Server 2012
24 106 (9.65%) PL/SQL
25 97 (8.83%) XML
26 96 (8.74%) Data Integration
27 92 (8.38%) Analytical Skills
28 88 (8.01%) Performance Tuning
28 88 (8.01%) Data Analysis
29 86 (7.83%) .NET

ETL
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 49 (4.46%) Apache Spark
2 46 (4.19%) SAS
3 35 (3.19%) SharePoint
4 24 (2.19%) Elasticsearch
5 19 (1.73%) Apache
5 19 (1.73%) WebLogic
6 16 (1.46%) Apache Pig
7 14 (1.28%) Oracle Service Bus
8 13 (1.18%) WebSphere
9 11 (1.00%) Confluence
10 10 (0.91%) Oracle SOA Suite
11 9 (0.82%) Jetty
11 9 (0.82%) Tomcat
12 7 (0.64%) Apache Solr
12 7 (0.64%) JBoss
13 4 (0.36%) BizTalk Server
13 4 (0.36%) IIS
13 4 (0.36%) Oracle Workflow
13 4 (0.36%) SharePoint 2010
14 3 (0.27%) ArcGIS
Applications
1 85 (7.74%) MS Excel
2 8 (0.73%) MS Office
2 8 (0.73%) MS Project
2 8 (0.73%) SPSS
3 7 (0.64%) MS PowerPoint
3 7 (0.64%) MS Visio
4 3 (0.27%) Spreadsheet
Business Applications
1 25 (2.28%) Oracle EBS
2 14 (1.28%) Dynamics CRM
3 11 (1.00%) Oracle EBS R12
4 7 (0.64%) Salesforce.com CRM
5 5 (0.46%) Cognos Business Intelligence
6 4 (0.36%) Oracle Applications
6 4 (0.36%) Oracle HRMS
6 4 (0.36%) Oracle Payables
7 3 (0.27%) Eloqua
7 3 (0.27%) Markit EDM
7 3 (0.27%) SAP hybris
7 3 (0.27%) SAP Oil and Gas
8 2 (0.18%) CA PPM
8 2 (0.18%) Dynamics AX
8 2 (0.18%) Hi Portfolio
8 2 (0.18%) Hyperion Planning
8 2 (0.18%) IBM Operational Decision Manager
8 2 (0.18%) SAP CRM
8 2 (0.18%) SimCorp Dimension
8 2 (0.18%) WebTrends
Cloud Services
1 43 (3.92%) Amazon AWS
2 12 (1.09%) Microsoft Azure
3 8 (0.73%) GitHub
4 7 (0.64%) AWS Lambda
5 6 (0.55%) SaaS
6 5 (0.46%) Amazon CloudWatch
6 5 (0.46%) Amazon EMR
6 5 (0.46%) Force.com
7 4 (0.36%) Amazon EC2
7 4 (0.36%) Cloud Computing
7 4 (0.36%) Google Analytics
8 3 (0.27%) Google Apps
8 3 (0.27%) IaaS
9 2 (0.18%) AdWords
9 2 (0.18%) Amazon S3
9 2 (0.18%) AWS CloudFormation
9 2 (0.18%) iPaaS
10 1 (0.091%) FinancialForce.com
10 1 (0.091%) Google Cloud Platform
10 1 (0.091%) PaaS
Communications & Networking
1 13 (1.18%) Internet
2 4 (0.36%) SAN
2 4 (0.36%) WAN
3 3 (0.27%) FTP
3 3 (0.27%) LAN
3 3 (0.27%) SSL
4 2 (0.18%) CTI
4 2 (0.18%) Firewall
4 2 (0.18%) HTTP
4 2 (0.18%) Network Security
4 2 (0.18%) PuTTY
5 1 (0.091%) HTTPS
5 1 (0.091%) Kerberos
5 1 (0.091%) LDAP
5 1 (0.091%) NAS
5 1 (0.091%) SSH
5 1 (0.091%) TCP/IP
5 1 (0.091%) VPN
5 1 (0.091%) Wireless
Database & Business Intelligence
1 479 (43.62%) Data Warehouse
2 387 (35.25%) SQL Server
3 308 (28.05%) SQL Server Integration Services
4 188 (17.12%) SQL Server Reporting Services
5 151 (13.75%) SQL Server Analysis Services
6 143 (13.02%) Big Data
7 114 (10.38%) Hadoop
8 112 (10.20%) Relational Database
9 108 (9.84%) SQL Server 2012
10 81 (7.38%) Oracle Database
11 66 (6.01%) BusinessObjects
12 64 (5.83%) SQL Server 2008
13 61 (5.56%) SQL Server 2014
14 57 (5.19%) QlikView
15 53 (4.83%) NoSQL
16 50 (4.55%) MongoDB
17 48 (4.37%) OLAP
18 42 (3.83%) Apache Hive
18 42 (3.83%) RDBMS
19 39 (3.55%) MySQL
Development Applications
1 48 (4.37%) Talend Open Studio
2 34 (3.10%) Team Foundation Server
3 33 (3.01%) JIRA
3 33 (3.01%) Visual Studio
4 25 (2.28%) Jenkins
5 24 (2.19%) Git (software)
5 24 (2.19%) Subversion
6 16 (1.46%) ERwin
6 16 (1.46%) JUnit
7 12 (1.09%) IntelliJ
7 12 (1.09%) Toad
8 11 (1.00%) Atlassian Bamboo
8 11 (1.00%) LSMW
8 11 (1.00%) Maven
9 9 (0.82%) Oracle Forms
10 7 (0.64%) Gradle
10 7 (0.64%) TestNG
10 7 (0.64%) VSS/SourceSafe
11 6 (0.55%) Oracle APEX
11 6 (0.55%) SQL Server Management Studio (SSMS)
General
1 340 (30.97%) Finance
2 153 (13.93%) Banking
3 73 (6.65%) Retail
4 38 (3.46%) Investment Banking
5 36 (3.28%) Marketing
6 32 (2.91%) Legal
7 19 (1.73%) Front Office
8 17 (1.55%) Back Office
9 16 (1.46%) Law
10 15 (1.37%) Financial Institution
11 10 (0.91%) Publishing
12 9 (0.82%) Advertising
13 7 (0.64%) Retail Banking
14 6 (0.55%) Telecoms
15 5 (0.46%) Pharmaceutical
16 4 (0.36%) Electronics
17 3 (0.27%) Automotive
17 3 (0.27%) General Ledger
17 3 (0.27%) Manufacturing
18 2 (0.18%) Games
Job Titles
1 523 (47.63%) Developer
2 199 (18.12%) SQL Developer
3 167 (15.21%) ETL Developer
4 166 (15.12%) Analyst
5 160 (14.57%) Architect
6 130 (11.84%) Business Intelligence Developer
7 96 (8.74%) SSIS Developer
8 76 (6.92%) Consultant
9 72 (6.56%) Data Architect
10 66 (6.01%) Data Warehouse Developer
11 59 (5.37%) SQL BI Developer
12 57 (5.19%) Oracle Developer
13 54 (4.92%) ETL Analyst
14 53 (4.83%) SQL Server Developer
15 52 (4.74%) SSRS Developer
16 51 (4.64%) Senior Developer
17 48 (4.37%) Data Analyst
17 48 (4.37%) Test Analyst
18 43 (3.92%) Java Developer
19 40 (3.64%) Solutions Architect
Libraries, Frameworks & Software Standards
1 97 (8.83%) XML
2 86 (7.83%) .NET
3 53 (4.83%) Web Services
4 40 (3.64%) MDX
5 22 (2.00%) Middleware
6 20 (1.82%) .NET Framework
6 20 (1.82%) ASP.NET
6 20 (1.82%) Kafka
6 20 (1.82%) SOAP
7 19 (1.73%) HTML
8 18 (1.64%) REST
9 17 (1.55%) JMS
10 16 (1.46%) JSON
11 12 (1.09%) HTML5
11 12 (1.09%) Spring
12 11 (1.00%) CSS
12 11 (1.00%) Oracle Fusion
12 11 (1.00%) XSLT
13 10 (0.91%) J2EE
14 9 (0.82%) jQuery
Miscellaneous
1 96 (8.74%) Data Integration
2 92 (8.38%) Analytical Skills
3 56 (5.10%) Visualisation
4 34 (3.10%) Management Information System
5 28 (2.55%) Credit Risk
6 27 (2.46%) Data Structures
7 25 (2.28%) Fixed Income
8 23 (2.09%) Equities
9 21 (1.91%) Computer Science
9 21 (1.91%) Replication
10 17 (1.55%) Data Extraction
11 15 (1.37%) Enterprise Software
11 15 (1.37%) Virtual Team
12 14 (1.28%) Foreign Exchange (FX)
12 14 (1.28%) NHS
13 11 (1.00%) N-Tier
13 11 (1.00%) Reference Data
13 11 (1.00%) User Experience
14 10 (0.91%) Algorithms
14 10 (0.91%) Derivative
Operating Systems
1 78 (7.10%) Linux
1 78 (7.10%) Unix
2 48 (4.37%) Windows
3 7 (0.64%) Ubuntu
4 6 (0.55%) Solaris
5 5 (0.46%) Windows Server
6 4 (0.36%) AIX
7 3 (0.27%) Red Hat Enterprise Linux
8 2 (0.18%) Android
8 2 (0.18%) Apple iOS
8 2 (0.18%) CentOS
8 2 (0.18%) Windows Server 2003
8 2 (0.18%) Windows Server 2008
8 2 (0.18%) Windows Server 2012
9 1 (0.091%) VMS
Processes & Methodologies
1 401 (36.52%) Business Intelligence
2 268 (24.41%) Agile Software Development
3 261 (23.77%) Data Modelling
4 174 (15.85%) Migration
5 147 (13.39%) Analytics
6 125 (11.38%) Data Migration
7 88 (8.01%) Data Analysis
7 88 (8.01%) Performance Tuning
8 85 (7.74%) Data Management
9 71 (6.47%) ETL Development
10 62 (5.65%) Scrum
11 60 (5.46%) Kimball Methodology
12 52 (4.74%) CRM
13 51 (4.64%) SDLC
14 50 (4.55%) Stakeholder Management
15 46 (4.19%) SOA
16 45 (4.10%) Unit Testing
17 44 (4.01%) Project Management
18 42 (3.83%) Dimensional Modelling
19 41 (3.73%) Data Architecture
Programming Languages
1 652 (59.38%) SQL
2 179 (16.30%) Java
3 178 (16.21%) T-SQL
4 106 (9.65%) PL/SQL
5 81 (7.38%) C#
6 56 (5.10%) Python
7 35 (3.19%) Shell Script
8 34 (3.10%) JavaScript
9 29 (2.64%) Perl
9 29 (2.64%) Scala
10 26 (2.37%) VBA
11 21 (1.91%) C++
12 20 (1.82%) Bash Shell
13 17 (1.55%) R
14 15 (1.37%) C
14 15 (1.37%) PowerShell
15 12 (1.09%) PHP
16 11 (1.00%) SAS Macro
17 10 (0.91%) VB.NET
18 8 (0.73%) Apex Code
Qualifications
1 51 (4.64%) Security Cleared
2 46 (4.19%) Degree
3 19 (1.73%) ISTQB
4 18 (1.64%) SC Cleared
5 17 (1.55%) ISEB
6 15 (1.37%) DV Cleared
7 8 (0.73%) BPSS Clearance
8 5 (0.46%) CTC Cleared
8 5 (0.46%) ISTQB Foundation Certification
9 2 (0.18%) CIMA
9 2 (0.18%) ITIL Certification
9 2 (0.18%) MCITP
9 2 (0.18%) Microsoft Certification
9 2 (0.18%) PhD
9 2 (0.18%) PMP
9 2 (0.18%) SAS Certification
10 1 (0.091%) MBA
10 1 (0.091%) MCTS
10 1 (0.091%) PMI Certification
10 1 (0.091%) Sun Certification
Quality Assurance & Compliance
1 86 (7.83%) Data Quality
2 54 (4.92%) QA
3 25 (2.28%) Solvency II
4 8 (0.73%) Disclosure Scotland
5 5 (0.46%) SLA
6 4 (0.36%) FATCA
6 4 (0.36%) MiFID
6 4 (0.36%) PCI DSS
7 2 (0.18%) COBIT
7 2 (0.18%) Dodd-Frank
7 2 (0.18%) EMIR
7 2 (0.18%) GAAP
8 1 (0.091%) Basel II
8 1 (0.091%) CRD IV
8 1 (0.091%) FINREP
8 1 (0.091%) IAS 39
System Software
1 16 (1.46%) Apache Flume
2 14 (1.28%) Oracle RAC
3 13 (1.18%) HDFS
4 7 (0.64%) VMware Infrastructure
5 6 (0.55%) Docker
6 5 (0.46%) Active Directory
6 5 (0.46%) Apache ZooKeeper
7 2 (0.18%) vCloud
8 1 (0.091%) Ceph
8 1 (0.091%) Hyper-V
8 1 (0.091%) Oracle Clusterware
8 1 (0.091%) Samba
8 1 (0.091%) Virtual Machines
Systems Management
1 38 (3.46%) Control-M
2 21 (1.91%) HP Quality Center
3 17 (1.55%) Opscode Chef
3 17 (1.55%) Puppet
4 15 (1.37%) Ansible
5 9 (0.82%) Kibana
5 9 (0.82%) logstash
6 7 (0.64%) Oracle RMAN
7 6 (0.55%) Ambari
8 5 (0.46%) Hadoop YARN
8 5 (0.46%) Oracle Enterprise Manager
9 4 (0.36%) Nagios
10 3 (0.27%) Mesos
10 3 (0.27%) Oozie
11 2 (0.18%) Dollar Universe
11 2 (0.18%) Grafana
11 2 (0.18%) Graphite
11 2 (0.18%) Systems Management Server (SMS)
12 1 (0.091%) DBAmp
12 1 (0.091%) Oracle Flashback
Vendors
1 310 (28.23%) Oracle
2 173 (15.76%) Microsoft
3 119 (10.84%) Informatica
4 60 (5.46%) Tableau
5 59 (5.37%) SAP
6 48 (4.37%) Talend
7 41 (3.73%) Cognos
8 40 (3.64%) IBM
9 36 (3.28%) Ab Initio
9 36 (3.28%) Teradata
10 32 (2.91%) Salesforce.com
11 29 (2.64%) Sybase
12 20 (1.82%) HP
13 16 (1.46%) Vertica
14 15 (1.37%) Netezza
15 13 (1.18%) Bloomberg
15 13 (1.18%) Hyperion
16 12 (1.09%) Hortonworks
16 12 (1.09%) MicroStrategy
17 11 (1.00%) Cloudera
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Rate: £385 - £425 per day
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