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 30 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
30 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 94 70 76
Rank change year-on-year
-24 +6
Contract jobs citing ETL 608 710 665
As % of all contract IT jobs located in London 2.66% 3.05% 2.69%
As % of the Processes & Methodologies category 3.10% 3.66% 3.32%
Number of daily rates quoted 405 515 417
Median daily rate £450 £450 £450
90% offered a daily rate of more than £350 £325 £325
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 6 2 0
Median hourly rate £49.50 £24.00 -
Median hourly rate % change year-on-year
+106.25% -
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
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
19623 19417 20021
As % of all contract IT jobs located in London 86.00% 83.37% 81.12%
Number of daily rates quoted 14060 13937 14217
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 £613 £625 £600
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 202 217 254
Median hourly rate £25.00 £22.00 £21.62
Median hourly rate % change year-on-year
+13.63% +1.75%
90% offered a hourly rate of more than £12.50 £13.10 £13.47
10% offered a hourly rate of more than £54.28 £55.30 £53.50
UK excluding London median hourly rate £32.50 £34.00 £25.75
% change year-on-year
-4.41% +32.03%

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 30 September 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
Hourly Rate Histogram in London

This chart provides a histogram of hourly rates quoted in contract IT jobs citing ETL across the London region over the 3 months to 30 September 2016.

ETL Hourly Rate Histogram 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 30 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 -22 113 £450 - 25
Canary Wharf +5 7 £475 -
Twickenham +1 6 £450 +38.46%
Croydon -10 4 £544 -3.97%
Docklands, London +12 3 £600 -12.72%
Brentford +6 3 £425 +54.54%
Clapham - 3 £450 -
Hammersmith +4 1 - -
Uxbridge +1 1 £475 +46.15%
Ilford -4 1 - -
Bromley -5 1 £525 +38.15%
Kingston Upon Thames - 1 £450 -
Hillingdon - 1 £375 -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 30 September 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.

1 673 (59.24%) SQL
2 479 (42.17%) Data Warehouse
3 411 (36.18%) Business Intelligence
4 338 (29.75%) SQL Server
5 337 (29.67%) Finance
6 301 (26.50%) SQL Server Integration Services
7 292 (25.70%) Agile Software Development
8 285 (25.09%) Data Modelling
9 280 (24.65%) Oracle
10 211 (18.57%) Java
11 191 (16.81%) SQL Server Reporting Services
12 189 (16.64%) Big Data
13 181 (15.93%) T-SQL
14 162 (14.26%) Hadoop
15 161 (14.17%) Migration
16 159 (14.00%) Banking
17 158 (13.91%) SQL Server Analysis Services
18 155 (13.64%) Analytics
18 155 (13.64%) Microsoft
19 129 (11.36%) PL/SQL
20 117 (10.30%) Relational Database
21 111 (9.77%) Data Migration
22 110 (9.68%) Analytical Skills
23 103 (9.07%) Informatica
24 98 (8.63%) XML
25 96 (8.45%) Linux
26 94 (8.27%) Data Management
26 94 (8.27%) Data Quality
27 89 (7.83%) Data Integration
28 87 (7.66%) Data Analysis

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 68 (5.99%) Apache Spark
2 51 (4.49%) SAS
3 30 (2.64%) SharePoint
4 28 (2.46%) Elasticsearch
5 21 (1.85%) Apache
6 14 (1.23%) Oracle Service Bus
7 11 (0.97%) Apache Pig
7 11 (0.97%) WebSphere
8 10 (0.88%) Confluence
8 10 (0.88%) Jetty
8 10 (0.88%) WebLogic
9 8 (0.70%) JBoss
9 8 (0.70%) Oracle SOA Suite
9 8 (0.70%) Tomcat
10 7 (0.62%) Oracle Workflow
11 4 (0.35%) Apache Solr
11 4 (0.35%) BizTalk Server
11 4 (0.35%) IIS
12 3 (0.26%) GlassFish
12 3 (0.26%) Sitecore CMS
Applications
1 79 (6.95%) MS Excel
2 14 (1.23%) MS Office
2 14 (1.23%) SPSS
3 10 (0.88%) MS PowerPoint
4 9 (0.79%) MS Visio
5 7 (0.62%) MS Project
6 5 (0.44%) Spreadsheet
7 2 (0.18%) InfoPath
7 2 (0.18%) Photoshop
8 1 (0.088%) Stata
Business Applications
1 37 (3.26%) Oracle EBS
2 17 (1.50%) Oracle EBS R12
3 13 (1.14%) IBM Operational Decision Manager
4 9 (0.79%) HFM
5 7 (0.62%) Hyperion Planning
5 7 (0.62%) Oracle Applications
5 7 (0.62%) Oracle Payables
5 7 (0.62%) Salesforce.com CRM
6 6 (0.53%) Cognos TM1
7 5 (0.44%) Dynamics CRM
8 4 (0.35%) Markit EDM
8 4 (0.35%) Oracle BPM
8 4 (0.35%) SAP Oil and Gas
9 3 (0.26%) Cognos Business Intelligence
9 3 (0.26%) Dynamics AX
9 3 (0.26%) Dynamics NAV
9 3 (0.26%) Eloqua
9 3 (0.26%) SAP CRM
9 3 (0.26%) SAP FI/CO
9 3 (0.26%) SAP hybris
Cloud Services
1 42 (3.70%) Amazon AWS
2 15 (1.32%) Microsoft Azure
3 14 (1.23%) GitHub
4 6 (0.53%) SaaS
5 5 (0.44%) Cloud Computing
5 5 (0.44%) Google Analytics
6 4 (0.35%) Force.com
6 4 (0.35%) Google Cloud Platform
7 3 (0.26%) iPaaS
8 2 (0.18%) AdWords
8 2 (0.18%) Amazon EC2
8 2 (0.18%) Amazon EMR
8 2 (0.18%) Amazon S3
8 2 (0.18%) IaaS
9 1 (0.088%) Adobe Analytics
9 1 (0.088%) FinancialForce.com
9 1 (0.088%) Google Apps
9 1 (0.088%) Heroku
9 1 (0.088%) PaaS
Communications & Networking
1 11 (0.97%) Firewall
1 11 (0.97%) Internet
2 10 (0.88%) TCP/IP
3 8 (0.70%) FTP
4 5 (0.44%) WAN
5 4 (0.35%) LAN
5 4 (0.35%) LDAP
6 3 (0.26%) CTI
6 3 (0.26%) PuTTY
7 2 (0.18%) Kerberos
7 2 (0.18%) Network Security
7 2 (0.18%) Wireless
8 1 (0.088%) NAS
8 1 (0.088%) Remote Desktop
8 1 (0.088%) SAN
8 1 (0.088%) VPN
Database & Business Intelligence
1 479 (42.17%) Data Warehouse
2 338 (29.75%) SQL Server
3 301 (26.50%) SQL Server Integration Services
4 191 (16.81%) SQL Server Reporting Services
5 189 (16.64%) Big Data
6 162 (14.26%) Hadoop
7 158 (13.91%) SQL Server Analysis Services
8 117 (10.30%) Relational Database
9 83 (7.31%) SQL Server 2012
10 80 (7.04%) BusinessObjects
10 80 (7.04%) Oracle Database
11 69 (6.07%) NoSQL
12 58 (5.11%) Apache Hive
13 54 (4.75%) SQL Server 2014
14 53 (4.67%) SQL Server 2008
15 50 (4.40%) MySQL
16 48 (4.23%) QlikView
17 47 (4.14%) MongoDB
18 44 (3.87%) OLAP
19 42 (3.70%) Pentaho
Development Applications
1 64 (5.63%) Talend Open Studio
2 45 (3.96%) JIRA
3 33 (2.90%) Team Foundation Server
4 30 (2.64%) Jenkins
5 29 (2.55%) ERwin
6 28 (2.46%) Git (software)
6 28 (2.46%) Subversion
7 25 (2.20%) Visual Studio
8 23 (2.02%) JUnit
9 20 (1.76%) Maven
10 12 (1.06%) IntelliJ
11 10 (0.88%) Gradle
11 10 (0.88%) TestNG
12 9 (0.79%) LSMW
13 8 (0.70%) Selenium
14 7 (0.62%) Oracle Forms
14 7 (0.62%) Toad
15 6 (0.53%) Atlassian Bamboo
15 6 (0.53%) Mockito
16 5 (0.44%) Cucumber
General
1 337 (29.67%) Finance
2 159 (14.00%) Banking
3 67 (5.90%) Retail
4 42 (3.70%) Investment Banking
5 37 (3.26%) Marketing
6 29 (2.55%) Legal
7 21 (1.85%) Law
8 17 (1.50%) Financial Institution
9 15 (1.32%) Back Office
10 12 (1.06%) Front Office
11 11 (0.97%) Advertising
12 9 (0.79%) General Ledger
12 9 (0.79%) Publishing
13 6 (0.53%) Retail Banking
13 6 (0.53%) Telecoms
14 5 (0.44%) Pharmaceutical
15 4 (0.35%) Automotive
16 2 (0.18%) Electronics
16 2 (0.18%) Games
16 2 (0.18%) German Language
Job Titles
1 528 (46.48%) Developer
2 181 (15.93%) Analyst
3 171 (15.05%) SQL Developer
4 144 (12.68%) Architect
5 139 (12.24%) ETL Developer
6 119 (10.48%) Business Intelligence Developer
7 78 (6.87%) Data Architect
8 73 (6.43%) Consultant
9 71 (6.25%) SSIS Developer
10 63 (5.55%) Data Analyst
11 56 (4.93%) Data Warehouse Developer
12 50 (4.40%) Java Developer
13 48 (4.23%) ETL Analyst
14 46 (4.05%) Oracle Developer
15 43 (3.79%) Senior Developer
15 43 (3.79%) SQL BI Developer
16 41 (3.61%) SQL Server Developer
17 40 (3.52%) Business Developer
18 38 (3.35%) Business Analyst
19 35 (3.08%) Solutions Architect
Libraries, Frameworks & Software Standards
1 98 (8.63%) XML
2 76 (6.69%) Web Services
3 70 (6.16%) .NET
4 38 (3.35%) MDX
5 25 (2.20%) Kafka
6 21 (1.85%) J2EE
6 21 (1.85%) Middleware
7 20 (1.76%) ELK Stack
7 20 (1.76%) JSON
8 19 (1.67%) HTML
8 19 (1.67%) Spring
9 17 (1.50%) JMS
9 17 (1.50%) SOAP
10 16 (1.41%) AngularJS
10 16 (1.41%) REST
11 15 (1.32%) JDBC
11 15 (1.32%) RESTful
12 14 (1.23%) JRules
13 13 (1.14%) ASP.NET
13 13 (1.14%) XSLT
Miscellaneous
1 110 (9.68%) Analytical Skills
2 89 (7.83%) Data Integration
3 59 (5.19%) Visualisation
4 46 (4.05%) Management Information System
5 31 (2.73%) Data Structures
6 27 (2.38%) Computer Science
7 23 (2.02%) Credit Risk
7 23 (2.02%) Statistics
8 20 (1.76%) Enterprise Software
8 20 (1.76%) Equities
9 18 (1.58%) Fixed Income
10 17 (1.50%) Data Centre
10 17 (1.50%) Replication
11 16 (1.41%) NHS
12 15 (1.32%) Mathematics
12 15 (1.32%) Reference Data
13 13 (1.14%) Data Extraction
14 12 (1.06%) User Experience
15 11 (0.97%) Foreign Exchange (FX)
15 11 (0.97%) Virtual Team
Operating Systems
1 96 (8.45%) Linux
2 78 (6.87%) Unix
3 44 (3.87%) Windows
4 9 (0.79%) Solaris
5 7 (0.62%) Ubuntu
6 6 (0.53%) Red Hat Enterprise Linux
6 6 (0.53%) Windows Server
7 5 (0.44%) AIX
8 3 (0.26%) Android
8 3 (0.26%) Apple iOS
8 3 (0.26%) Windows Server 2003
8 3 (0.26%) Windows Server 2008
8 3 (0.26%) Windows Server 2012
9 2 (0.18%) CentOS
10 1 (0.088%) HPUX
10 1 (0.088%) VMS
Processes & Methodologies
1 411 (36.18%) Business Intelligence
2 292 (25.70%) Agile Software Development
3 285 (25.09%) Data Modelling
4 161 (14.17%) Migration
5 155 (13.64%) Analytics
6 111 (9.77%) Data Migration
7 94 (8.27%) Data Management
8 87 (7.66%) Data Analysis
9 78 (6.87%) ETL Development
9 78 (6.87%) Performance Tuning
10 70 (6.16%) Scrum
11 67 (5.90%) SOA
12 62 (5.46%) SDLC
12 62 (5.46%) Unit Testing
13 58 (5.11%) Kimball Methodology
14 57 (5.02%) Project Management
15 52 (4.58%) Data Analytics
16 47 (4.14%) Continuous Integration
17 44 (3.87%) Software Engineering
17 44 (3.87%) Stakeholder Management
Programming Languages
1 673 (59.24%) SQL
2 211 (18.57%) Java
3 181 (15.93%) T-SQL
4 129 (11.36%) PL/SQL
5 86 (7.57%) Python
6 66 (5.81%) C#
7 46 (4.05%) Scala
8 36 (3.17%) Perl
9 33 (2.90%) Bash Shell
9 33 (2.90%) JavaScript
9 33 (2.90%) R
9 33 (2.90%) VBA
10 31 (2.73%) Shell Script
11 18 (1.58%) C++
12 17 (1.50%) C
13 15 (1.32%) SAS Macro
14 12 (1.06%) VB
15 8 (0.70%) Haskell
15 8 (0.70%) PHP
16 7 (0.62%) ABAP
Qualifications
1 66 (5.81%) Degree
2 41 (3.61%) Security Cleared
3 15 (1.32%) SC Cleared
4 14 (1.23%) ISTQB
5 11 (0.97%) ISEB
6 8 (0.70%) BPSS Clearance
6 8 (0.70%) DV Cleared
7 4 (0.35%) CTC Cleared
8 3 (0.26%) PhD
9 2 (0.18%) CIMA
9 2 (0.18%) ISTQB Foundation Certification
9 2 (0.18%) ITIL Certification
9 2 (0.18%) SAS Certification
10 1 (0.088%) ISEB Practitioner
10 1 (0.088%) MBA
10 1 (0.088%) MCITP
10 1 (0.088%) MCTS
10 1 (0.088%) Microsoft Certification
10 1 (0.088%) OCP
10 1 (0.088%) PMP
Quality Assurance & Compliance
1 94 (8.27%) Data Quality
2 46 (4.05%) QA
3 21 (1.85%) Solvency II
4 11 (0.97%) SLA
5 6 (0.53%) Disclosure Scotland
6 4 (0.35%) GAAP
7 3 (0.26%) MiFID
7 3 (0.26%) Sarbanes-Oxley
8 2 (0.18%) COBIT
8 2 (0.18%) Dodd-Frank
8 2 (0.18%) EMIR
8 2 (0.18%) FATCA
8 2 (0.18%) PCI DSS
9 1 (0.088%) Basel III
System Software
1 32 (2.82%) HDFS
2 24 (2.11%) Apache Flume
3 12 (1.06%) Active Directory
4 9 (0.79%) Oracle RAC
5 6 (0.53%) Docker
5 6 (0.53%) VMware Infrastructure
6 4 (0.35%) Apache ZooKeeper
7 2 (0.18%) NFS
8 1 (0.088%) Ceph
8 1 (0.088%) Hyper-V
8 1 (0.088%) KVM
8 1 (0.088%) Oracle Clusterware
8 1 (0.088%) Samba
Systems Management
1 39 (3.43%) Control-M
2 12 (1.06%) HP Quality Center
2 12 (1.06%) Opscode Chef
2 12 (1.06%) Puppet
3 11 (0.97%) Ansible
3 11 (0.97%) Kibana
3 11 (0.97%) logstash
4 9 (0.79%) Rsyslog
5 8 (0.70%) Oracle RMAN
6 7 (0.62%) Hadoop YARN
7 5 (0.44%) Nagios
7 5 (0.44%) Oracle Enterprise Manager
8 4 (0.35%) Ambari
8 4 (0.35%) MOM
9 3 (0.26%) Data Guard
9 3 (0.26%) Mesos
9 3 (0.26%) Oozie
9 3 (0.26%) OpenSSO
10 2 (0.18%) Dollar Universe
10 2 (0.18%) Oracle Flashback
Vendors
1 280 (24.65%) Oracle
2 155 (13.64%) Microsoft
3 103 (9.07%) Informatica
4 67 (5.90%) SAP
5 64 (5.63%) Talend
6 59 (5.19%) Tableau
7 48 (4.23%) IBM
8 44 (3.87%) Teradata
9 39 (3.43%) Cognos
10 35 (3.08%) Salesforce.com
11 25 (2.20%) Hyperion
12 23 (2.02%) Sybase
13 20 (1.76%) Netezza
13 20 (1.76%) Vertica
14 17 (1.50%) Ab Initio
15 14 (1.23%) Cloudera
15 14 (1.23%) Hortonworks
15 14 (1.23%) HP
15 14 (1.23%) ILOG
15 14 (1.23%) Pega
London
Mercator IT Solutions
Rate: £Excellent Consultancy Rates
Posted: 13 hours ago
London
Mercator IT Solutions
Rate: £Excellent Consultancy Rates
Posted: 13 hours ago
City, London
Venturi
Rate: £300 - £400 per day
Posted: Yesterday
London
Nigel Frank International Ltd
Posted: 2 days ago
London
Networkers
Rate: £385 per day
Posted: 3 days ago
London
Nigel Frank International
Posted: 3 days ago
City, London
Ebury
Rate: £300.00 - £350.00 per day
Posted: Yesterday
London
Vivid Resourcing
Posted: 4 days ago
London
Lorien Resourcing
Posted: 2 days ago
West London
Experis Ltd
Rate: £350 - £380 per day
Posted: 3 days ago
London
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 6 days ago
City, London
TEKsystems
Rate: £550 - £600 per day
Posted: 4 days ago
London
Venturi
Rate: £300 - £380 per day + Remote Work
Posted: 7 days ago
London
Energon Global
Rate: £125 - £200 per day
Posted: Yesterday
London
Parallel Consulting
Rate: £475 - £600 per day + experience dependant
Posted: 2 days ago
London
McGregor Boyall
Rate: £600 - £650 per annum
Posted: 3 days ago
London
Ark Workplace Risk
Salary: EMI Share Options
Posted: 4 days ago
London
Greenpeace UK
Rate: £36,060 to £42,216 per annum pro rata
Posted: 17 days ago