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 31 May 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
31 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 103 62 74
Rank change year-on-year
-41 +12
Contract jobs citing ETL 497 749 636
As % of all contract IT jobs located in London 2.29% 3.36% 2.77%
As % of the Processes & Methodologies category 2.74% 4.15% 3.44%
Number of daily rates quoted 343 518 438
Median daily rate £450 £450 £450
90% offered a daily rate of more than £325 £338 £310
10% offered a daily rate of more than £600 £600 £559
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 3 5
Median hourly rate - £45.00 £47.50
Median hourly rate % change year-on-year
- -5.26%
UK excluding London median hourly rate £20.50 £33.50 £55.00
% change year-on-year
-38.80% -39.09%
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
18159 18039 18505
As % of all contract IT jobs located in London 83.85% 80.92% 80.55%
Number of daily rates quoted 13319 12707 13280
Median daily rate £475 £450 £430
Median daily rate % change year-on-year
+5.55% +4.65%
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 £387 £375
% change year-on-year
+3.35% +3.20%
Number of hourly rates quoted 147 255 234
Median hourly rate £21.00 £21.50 £21.75
Median hourly rate % change year-on-year
-2.32% -1.14%
90% offered a hourly rate of more than £12.50 £11.00 £12.50
10% offered a hourly rate of more than £43.50 £80.00 £53.50
UK excluding London median hourly rate £32.50 £30.50 £30.00
% change year-on-year
+6.55% +1.66%

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 31 May 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 31 May 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 -18 91 £425 -5.55% 38
Canary Wharf +10 10 £425 -10.52%
Croydon -8 6 £365 +2.81%
Brentford +6 3 - -
Uxbridge - 1 £450 - 1
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 31 May 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.

1 561 (57.24%) SQL
2 417 (42.55%) Data Warehouse
3 335 (34.18%) SQL Server
4 333 (33.98%) Business Intelligence
5 284 (28.98%) Finance
6 266 (27.14%) Oracle
6 266 (27.14%) SQL Server Integration Services
7 243 (24.80%) Data Modelling
8 220 (22.45%) Agile Software Development
9 164 (16.73%) SQL Server Reporting Services
10 163 (16.63%) Migration
11 150 (15.31%) Banking
12 141 (14.39%) Microsoft
13 139 (14.18%) T-SQL
14 137 (13.98%) Java
15 123 (12.55%) SQL Server Analysis Services
16 122 (12.45%) Big Data
17 120 (12.24%) Data Migration
18 116 (11.84%) Analytics
19 104 (10.61%) Informatica
20 90 (9.18%) Data Analysis
21 87 (8.88%) Data Integration
22 86 (8.78%) Performance Tuning
23 83 (8.47%) Analytical Skills
23 83 (8.47%) Data Quality
24 80 (8.16%) XML
25 78 (7.96%) SQL Server 2012
26 76 (7.76%) Hadoop
26 76 (7.76%) PL/SQL
26 76 (7.76%) ETL Development

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 45 (4.59%) SAS
2 26 (2.65%) Apache Spark
2 26 (2.65%) SharePoint
3 24 (2.45%) WebLogic
4 23 (2.35%) Apache
4 23 (2.35%) Elasticsearch
5 15 (1.53%) Apache Solr
6 14 (1.43%) Apache Pig
7 11 (1.12%) Confluence
7 11 (1.12%) Tomcat
8 9 (0.92%) Jetty
8 9 (0.92%) WebSphere
9 8 (0.82%) Node.js
10 6 (0.61%) SharePoint 2010
11 5 (0.51%) Oracle SOA Suite
11 5 (0.51%) Oracle Workflow
11 5 (0.51%) WebLogic Integration
12 4 (0.41%) IIS
12 4 (0.41%) SharePoint 2013
13 3 (0.31%) Oracle Spatial
Applications
1 66 (6.73%) MS Excel
2 12 (1.22%) MS Office
3 8 (0.82%) MS Visio
4 7 (0.71%) MS Project
5 6 (0.61%) MS PowerPoint
5 6 (0.61%) SPSS
6 4 (0.41%) Spreadsheet
Business Applications
1 16 (1.63%) Dynamics CRM
2 9 (0.92%) Oracle EBS
3 6 (0.61%) Oracle EBS R12
4 5 (0.51%) Cognos Business Intelligence
4 5 (0.51%) Markit EDM
5 3 (0.31%) Maximo
5 3 (0.31%) Oracle Applications
5 3 (0.31%) Salesforce.com CRM
5 3 (0.31%) SAP hybris
5 3 (0.31%) SAP PM
6 2 (0.20%) CA PPM
6 2 (0.20%) Dynamics AX
6 2 (0.20%) Dynamics NAV
6 2 (0.20%) Hi Portfolio
6 2 (0.20%) Hyperion Planning
6 2 (0.20%) Oracle HRMS
6 2 (0.20%) Oracle Procure-to-Pay
6 2 (0.20%) Oracle Subledger Accounting
6 2 (0.20%) SAP CRM
6 2 (0.20%) SAP Oil and Gas
Cloud Services
1 40 (4.08%) Amazon AWS
2 7 (0.71%) AWS Lambda
3 5 (0.51%) Amazon CloudWatch
3 5 (0.51%) Amazon EC2
3 5 (0.51%) Cloud Computing
3 5 (0.51%) PaaS
4 4 (0.41%) Amazon EMR
4 4 (0.41%) Force.com
4 4 (0.41%) IaaS
4 4 (0.41%) Microsoft Azure
4 4 (0.41%) SaaS
5 3 (0.31%) Boomi
5 3 (0.31%) GitHub
5 3 (0.31%) Google Analytics
6 2 (0.20%) AWS CloudFormation
6 2 (0.20%) Google Apps
7 1 (0.10%) AdWords
7 1 (0.10%) Amazon S3
7 1 (0.10%) Heroku
7 1 (0.10%) SuccessFactors
Communications & Networking
1 11 (1.12%) Internet
2 5 (0.51%) SAN
3 3 (0.31%) HTTP
3 3 (0.31%) SSL
4 2 (0.20%) Firewall
4 2 (0.20%) FTP
4 2 (0.20%) Kerberos
5 1 (0.10%) 3G
5 1 (0.10%) CTI
5 1 (0.10%) HTTPS
5 1 (0.10%) LAN
5 1 (0.10%) LDAP
5 1 (0.10%) Network Security
5 1 (0.10%) SSH
5 1 (0.10%) TCP/IP
5 1 (0.10%) VPN
5 1 (0.10%) WAN
5 1 (0.10%) WLAN
Database & Business Intelligence
1 417 (42.55%) Data Warehouse
2 335 (34.18%) SQL Server
3 266 (27.14%) SQL Server Integration Services
4 164 (16.73%) SQL Server Reporting Services
5 123 (12.55%) SQL Server Analysis Services
6 122 (12.45%) Big Data
7 78 (7.96%) SQL Server 2012
8 76 (7.76%) Hadoop
9 73 (7.45%) Oracle Database
10 72 (7.35%) Relational Database
11 65 (6.63%) SQL Server 2008
12 61 (6.22%) BusinessObjects
13 59 (6.02%) NoSQL
14 58 (5.92%) QlikView
15 42 (4.29%) OLAP
16 41 (4.18%) Apache Hive
17 40 (4.08%) MongoDB
18 39 (3.98%) SAP Data Services
19 36 (3.67%) MySQL
20 35 (3.57%) RDBMS
Development Applications
1 46 (4.69%) Talend Open Studio
2 25 (2.55%) Git (software)
2 25 (2.55%) Jenkins
2 25 (2.55%) JIRA
3 19 (1.94%) Visual Studio
4 18 (1.84%) ERwin
5 15 (1.53%) Maven
5 15 (1.53%) Subversion
5 15 (1.53%) Team Foundation Server
6 14 (1.43%) Toad
7 12 (1.22%) Atlassian Bamboo
7 12 (1.22%) LSMW
8 10 (1.02%) JUnit
9 7 (0.71%) Mockito
9 7 (0.71%) VSS/SourceSafe
10 6 (0.61%) Ant
10 6 (0.61%) Oracle APEX
11 5 (0.51%) IntelliJ
12 4 (0.41%) Eclipse
12 4 (0.41%) Oracle Forms
General
1 284 (28.98%) Finance
2 150 (15.31%) Banking
3 45 (4.59%) Retail
4 34 (3.47%) Investment Banking
5 27 (2.76%) Legal
6 25 (2.55%) Front Office
7 22 (2.24%) Marketing
8 14 (1.43%) Back Office
9 11 (1.12%) Publishing
10 10 (1.02%) Financial Institution
10 10 (1.02%) Pharmaceutical
11 8 (0.82%) Advertising
12 6 (0.61%) Telecoms
13 5 (0.51%) Law
13 5 (0.51%) Retail Banking
14 3 (0.31%) Billing
14 3 (0.31%) International Banking
14 3 (0.31%) Korean Language
14 3 (0.31%) Local Government
14 3 (0.31%) Manufacturing
Job Titles
1 451 (46.02%) Developer
2 181 (18.47%) SQL Developer
3 155 (15.82%) Analyst
4 145 (14.80%) ETL Developer
5 137 (13.98%) Architect
6 114 (11.63%) Business Intelligence Developer
7 80 (8.16%) SSIS Developer
8 78 (7.96%) Consultant
9 65 (6.63%) Data Architect
10 58 (5.92%) SQL BI Developer
11 51 (5.20%) ETL Analyst
12 50 (5.10%) SQL Server Developer
13 48 (4.90%) Data Analyst
13 48 (4.90%) Oracle Developer
13 48 (4.90%) Test Analyst
14 42 (4.29%) SSRS Developer
15 41 (4.18%) Data Warehouse Developer
16 38 (3.88%) SQL Analyst
17 35 (3.57%) Business Developer
18 33 (3.37%) Senior Developer
Libraries, Frameworks & Software Standards
1 80 (8.16%) XML
2 64 (6.53%) .NET
3 56 (5.71%) Web Services
4 36 (3.67%) MDX
5 29 (2.96%) JSON
6 18 (1.84%) SOAP
7 17 (1.73%) .NET Framework
8 16 (1.63%) HTML
8 16 (1.63%) Middleware
8 16 (1.63%) REST
9 14 (1.43%) ASP.NET
10 13 (1.33%) JMS
11 11 (1.12%) CSS
11 11 (1.12%) jQuery
11 11 (1.12%) Kafka
11 11 (1.12%) Spring
12 9 (0.92%) ELK Stack
12 9 (0.92%) Spring Boot
12 9 (0.92%) XSLT
13 8 (0.82%) J2EE
Miscellaneous
1 87 (8.88%) Data Integration
2 83 (8.47%) Analytical Skills
3 62 (6.33%) Visualisation
4 37 (3.78%) Credit Risk
5 29 (2.96%) Management Information System
6 28 (2.86%) Computer Science
7 21 (2.14%) Data Extraction
7 21 (2.14%) Fixed Income
8 20 (2.04%) Data Structures
9 19 (1.94%) NHS
9 19 (1.94%) Replication
10 18 (1.84%) Equities
11 14 (1.43%) Derivative
12 10 (1.02%) Enterprise Software
12 10 (1.02%) Foreign Exchange (FX)
13 9 (0.92%) Mathematics
13 9 (0.92%) N-Tier
13 9 (0.92%) Reference Data
14 8 (0.82%) Hedge funds
14 8 (0.82%) Wiki
Operating Systems
1 61 (6.22%) Unix
2 57 (5.82%) Linux
3 37 (3.78%) Windows
4 9 (0.92%) Windows Server
5 7 (0.71%) Solaris
6 6 (0.61%) Windows Server 2008
7 4 (0.41%) Red Hat Enterprise Linux
8 3 (0.31%) Windows Server 2003
9 2 (0.20%) AIX
10 1 (0.10%) Android
10 1 (0.10%) Apple iOS
10 1 (0.10%) CentOS
10 1 (0.10%) Windows Server 2012
Processes & Methodologies
1 333 (33.98%) Business Intelligence
2 243 (24.80%) Data Modelling
3 220 (22.45%) Agile Software Development
4 163 (16.63%) Migration
5 120 (12.24%) Data Migration
6 116 (11.84%) Analytics
7 90 (9.18%) Data Analysis
8 86 (8.78%) Performance Tuning
9 76 (7.76%) ETL Development
10 71 (7.24%) Data Management
11 60 (6.12%) Scrum
12 56 (5.71%) Kimball Methodology
13 45 (4.59%) CRM
14 43 (4.39%) Data Architecture
15 42 (4.29%) SDLC
16 41 (4.18%) Validation
17 39 (3.98%) Dimensional Modelling
17 39 (3.98%) SOA
18 38 (3.88%) User Acceptance Testing
19 37 (3.78%) Data Visualisation
Programming Languages
1 561 (57.24%) SQL
2 139 (14.18%) T-SQL
3 137 (13.98%) Java
4 76 (7.76%) PL/SQL
5 66 (6.73%) C#
6 58 (5.92%) Python
7 30 (3.06%) JavaScript
7 30 (3.06%) Shell Script
8 26 (2.65%) Perl
9 25 (2.55%) Bash Shell
10 19 (1.94%) VBA
11 18 (1.84%) PowerShell
12 16 (1.63%) Scala
13 15 (1.53%) R
14 14 (1.43%) C
15 13 (1.33%) C++
16 12 (1.22%) VB.NET
17 9 (0.92%) PHP
18 7 (0.71%) ABAP
18 7 (0.71%) SAS Macro
Qualifications
1 48 (4.90%) Degree
2 42 (4.29%) Security Cleared
3 22 (2.24%) ISEB
4 18 (1.84%) ISTQB
5 13 (1.33%) SC Cleared
6 12 (1.22%) DV Cleared
7 7 (0.71%) CTC Cleared
8 6 (0.61%) ISTQB Foundation Certification
9 4 (0.41%) BPSS Clearance
10 3 (0.31%) PMI Certification
11 2 (0.20%) PhD
11 2 (0.20%) PMP
11 2 (0.20%) SAS Certification
12 1 (0.10%) MBA
12 1 (0.10%) MCITP
12 1 (0.10%) Microsoft Certification
12 1 (0.10%) SAP Certification
12 1 (0.10%) Sun Certification
Quality Assurance & Compliance
1 83 (8.47%) Data Quality
2 46 (4.69%) QA
3 22 (2.24%) Solvency II
4 10 (1.02%) Dublin Core
5 4 (0.41%) FATCA
6 3 (0.31%) Basel II
6 3 (0.31%) Disclosure Scotland
6 3 (0.31%) IAS 39
6 3 (0.31%) MiFID
6 3 (0.31%) SLA
7 2 (0.20%) Dodd-Frank
7 2 (0.20%) EMIR
7 2 (0.20%) PCI DSS
8 1 (0.10%) CRD IV
8 1 (0.10%) FINREP
8 1 (0.10%) GAAP
System Software
1 15 (1.53%) Oracle RAC
2 12 (1.22%) Apache Flume
3 9 (0.92%) HDFS
4 7 (0.71%) VMware Infrastructure
5 5 (0.51%) Docker
6 4 (0.41%) Active Directory
6 4 (0.41%) vCloud
7 3 (0.31%) Apache ZooKeeper
8 1 (0.10%) Oracle Clusterware
Systems Management
1 32 (3.27%) Control-M
2 24 (2.45%) HP Quality Center
3 17 (1.73%) Puppet
4 16 (1.63%) Opscode Chef
5 15 (1.53%) Ansible
6 9 (0.92%) Kibana
6 9 (0.92%) logstash
7 8 (0.82%) Ambari
8 5 (0.51%) Nagios
8 5 (0.51%) Oozie
9 4 (0.41%) Grafana
9 4 (0.41%) Graphite
10 3 (0.31%) Oracle Enterprise Manager
10 3 (0.31%) Oracle RMAN
11 2 (0.20%) Data Guard
11 2 (0.20%) Dollar Universe
11 2 (0.20%) Hadoop YARN
11 2 (0.20%) Jitterbit
11 2 (0.20%) OpenSSO
11 2 (0.20%) Systems Management Server (SMS)
Vendors
1 266 (27.14%) Oracle
2 141 (14.39%) Microsoft
3 104 (10.61%) Informatica
4 70 (7.14%) SAP
5 53 (5.41%) Tableau
6 46 (4.69%) Talend
7 36 (3.67%) Cognos
8 34 (3.47%) Ab Initio
9 31 (3.16%) Sybase
10 27 (2.76%) IBM
11 23 (2.35%) Teradata
12 20 (2.04%) Salesforce.com
13 18 (1.84%) HP
14 11 (1.12%) Bloomberg
14 11 (1.12%) Rackspace
14 11 (1.12%) Vertica
14 11 (1.12%) VMware
15 9 (0.92%) Hortonworks
15 9 (0.92%) Platfora
16 8 (0.82%) Cloudera
London
Computer People
Rate: £400.00 - £430.00 per day
Posted: 8 hours ago
City, London
Spring Technology
Posted: 3 hours ago
City, London
HAYS INFORMATION TECHNOLOGY
Rate: £470.00 per day
Posted: 2 hours ago
Central London / West End
Oxbridge Answers
Posted: 4 days ago
London
Nigel Frank International Ltd
Rate: £200 - £220 per day
Posted: 4 days ago
Central London / West End
First Point
Rate: £600.00 - £650.00 per day + rolling
Posted: 1 hour ago
City, London
onezeero.
Rate: £325 - £375 per annum
Posted: 6 days ago
London
onezeero.
Rate: £400 - £425 per annum
Posted: 6 days ago
London
Nigel Frank International Ltd
Rate: £450 - £480 per annum
Posted: 4 days ago
City, London
BAE Systems Applied Intelligence Ltd
Posted: 6 days ago
City, London
ANSON MCCADE
Rate: £350 - £375 per day
Posted: 5 days ago
London
Opilio Recruitment
Rate: £45k - 49k per year
Posted: 4 days ago
London
Joseph Harry Ltd
Posted: 5 days ago
London
Venturi
Rate: £350 - £395 per day
Posted: 8 days ago
London
ComputAppoint
Rate: £500 - £700 per day
Posted: 5 days ago
City of London
Venturi
Rate: £350 - £425 per day
Posted: 12 days ago
Barnet
IQ Public Sector
Rate: £250 - £300 per day
Posted: 12 days ago
North London
IQ Public Sector
Rate: £300 - £400 per day
Posted: 11 days ago
City of London
Venturi
Rate: £400 - £500 per day
Posted: 14 days ago
London
Mint
Rate: £350 - £351 per day
Posted: 18 days ago
City of London
Real Staffing
Posted: 19 days ago
London
Reed Technology
Rate: £450 - £600 per day
Posted: 5 days ago
London
aap3
Rate: £350 - £450 per day
Posted: 26 days ago
London
Vivid Resourcing
Posted: 27 days ago
London
aap3
Rate: £350 - £450 per day
Posted: 26 days ago
London
Venturi
Rate: £375 - £450 per day
Posted: 22 days ago