The table below looks at the statistics for ETL skills in IT contracts advertised for the London region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 12 February 2016 with a comparison to the same period in 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.

Location
3 months to
12 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 102 76 86
Rank change year-on-year
-26 +10
Contract jobs citing ETL 488 570 525
As % of all contract IT jobs located in London 2.30% 2.69% 2.38%
As % of the Processes & Methodologies category 2.76% 3.35% 2.96%
Number of daily rates quoted 358 380 319
Average daily rate £450 £450 £425
Average daily rate % change year-on-year
- +5.88%
90% offered a daily rate of more than £325 £350 £265
10% offered a daily rate of more than £600 £575 £550
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 0 3 4
Average hourly rate - £44.50 £39.25
Average hourly rate % change year-on-year
- +13.37%
UK excluding London average hourly rate £56.00 £36.50 £31.92
% change year-on-year
+53.42% +14.34%
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
17658 17038 17712
As % of all contract IT jobs located in London 83.38% 80.34% 80.46%
Number of daily rates quoted 12589 12189 12162
Average daily rate £475 £450 £438
Average daily rate % change year-on-year
+5.55% +2.85%
90% offered a daily rate of more than £325 £310 £300
10% offered a daily rate of more than £625 £600 £600
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 215 200 245
Average hourly rate £22.00 £21.50 £24.00
Average hourly rate % change year-on-year
+2.32% -10.41%
90% offered a hourly rate of more than £12.50 £11.00 £14.50
10% offered a hourly rate of more than £51.39 £47.50 £70.00
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

ETL
Jobs Demand Trend in London

This chart provides a 3-month moving total of IT contractor jobs citing ETL across the London region as a proportion of the total demand within 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 12 February 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 average contractor rates quoted in IT jobs citing ETL within the London region over the 3 months to 12 February 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Average
Daily Rate
Last 3 Months
Average Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
City of London -2 87 £475 +5.55% 63
Croydon - 5 £418 -
Canary Wharf +3 3 £475 -20.83%
Hendon - 2 £400 -
Brentford +7 1 £475 +40.74%
Docklands, London +6 1 - -
Hammersmith +3 1 £435 -
Romford - 1 £375 -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 12 February 2016, IT contractor jobs across the London region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL.

1 717 (59.70%) SQL
2 614 (51.12%) Data Warehouse
3 481 (40.05%) Business Intelligence
4 420 (34.97%) SQL Server
5 397 (33.06%) Finance
6 363 (30.22%) SQL Server Integration Services
7 303 (25.23%) Oracle
8 268 (22.31%) Agile Software Development
9 238 (19.82%) SQL Server Reporting Services
9 238 (19.82%) Data Modelling
10 224 (18.65%) SQL Server Analysis Services
11 217 (18.07%) Banking
12 196 (16.32%) T-SQL
13 183 (15.24%) Microsoft
14 182 (15.15%) Analytics
15 173 (14.40%) Big Data
16 150 (12.49%) Informatica
17 137 (11.41%) Java
18 131 (10.91%) Data Quality
18 131 (10.91%) Analytical Skills
19 122 (10.16%) Hadoop
20 121 (10.07%) Migration
21 112 (9.33%) Data Integration
22 106 (8.83%) ETL Development
23 105 (8.74%) MS Excel
24 102 (8.49%) SQL Server 2008
25 100 (8.33%) Data Analysis
26 99 (8.24%) BusinessObjects
27 95 (7.91%) SQL Server 2012
28 94 (7.83%) Kimball Methodology

ETL
Top Related IT Skills in London by Category

For the 6 months to 12 February 2016, IT contractor jobs across the London region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of contract IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 85 (7.08%) SAS
2 39 (3.25%) Apache Spark
3 35 (2.91%) SharePoint
4 30 (2.50%) Apache
5 16 (1.33%) Apache Pig
6 15 (1.25%) Oracle Workflow
7 13 (1.08%) CMS
7 13 (1.08%) WebLogic
8 11 (0.92%) Apache Solr
9 10 (0.83%) Elasticsearch
10 9 (0.75%) Adobe Experience Manager
11 8 (0.67%) Confluence
11 8 (0.67%) Oracle SOA Suite
12 7 (0.58%) Node.js
13 6 (0.50%) MQSI
14 5 (0.42%) IIS
14 5 (0.42%) JBoss
14 5 (0.42%) Mule
14 5 (0.42%) SharePoint 2010
14 5 (0.42%) SharePoint 2013
Applications
1 105 (8.74%) MS Excel
2 26 (2.16%) MS Office
3 23 (1.92%) MS Visio
4 14 (1.17%) MS PowerPoint
5 10 (0.83%) MS Project
6 4 (0.33%) SPSS
7 2 (0.17%) Spreadsheet
Business Applications
1 18 (1.50%) Dynamics CRM
2 14 (1.17%) Oracle EBS
3 13 (1.08%) Cognos Business Intelligence
4 10 (0.83%) Markit EDM
5 7 (0.58%) Oracle EBS R12
6 6 (0.50%) HFM
6 6 (0.50%) Oracle ERP
7 5 (0.42%) Cognos TM1
7 5 (0.42%) Unica
8 4 (0.33%) Oracle Financials
9 3 (0.25%) Maximo
9 3 (0.25%) Remedy ITSM
9 3 (0.25%) SAP PM
10 2 (0.17%) Dynamics AX
10 2 (0.17%) Dynamics NAV
10 2 (0.17%) FastStats
10 2 (0.17%) Hyperion Planning
10 2 (0.17%) Oracle Procure-to-Pay
10 2 (0.17%) SystmOne
11 1 (0.083%) PeopleSoft HCM
Cloud Services
1 36 (3.00%) Amazon AWS
2 12 (1.00%) Microsoft Azure
3 11 (0.92%) Cloud Computing
4 6 (0.50%) SaaS
5 4 (0.33%) Amazon EC2
5 4 (0.33%) Amazon EMR
5 4 (0.33%) Boomi
5 4 (0.33%) Google Cloud Platform
5 4 (0.33%) Google Compute Engine
5 4 (0.33%) PaaS
6 3 (0.25%) Force.com
6 3 (0.25%) IaaS
7 2 (0.17%) Adobe Analytics
7 2 (0.17%) Google Analytics
7 2 (0.17%) SuccessFactors
8 1 (0.083%) Heroku
Communications & Networking
1 7 (0.58%) Kerberos
2 6 (0.50%) DNS
2 6 (0.50%) SSL
3 5 (0.42%) 3G
3 5 (0.42%) HTTP
3 5 (0.42%) LDAP
4 4 (0.33%) SAN
4 4 (0.33%) WLAN
5 3 (0.25%) Internet
6 1 (0.083%) 2G
6 1 (0.083%) ATM
6 1 (0.083%) DWDM
6 1 (0.083%) RNC
6 1 (0.083%) Unified Communications
Database & Business Intelligence
1 614 (51.12%) Data Warehouse
2 420 (34.97%) SQL Server
3 363 (30.22%) SQL Server Integration Services
4 238 (19.82%) SQL Server Reporting Services
5 224 (18.65%) SQL Server Analysis Services
6 173 (14.40%) Big Data
7 122 (10.16%) Hadoop
8 102 (8.49%) SQL Server 2008
9 99 (8.24%) BusinessObjects
10 95 (7.91%) SQL Server 2012
11 91 (7.58%) QlikView
12 90 (7.49%) Relational Database
13 76 (6.33%) Oracle Database
14 75 (6.24%) Pentaho
15 67 (5.58%) NoSQL
16 60 (5.00%) OLAP
17 53 (4.41%) Star Schema
18 50 (4.16%) Oracle Reports
19 46 (3.83%) Apache Hive
20 45 (3.75%) RDBMS
Development Applications
1 40 (3.33%) Talend Open Studio
2 39 (3.25%) Git (software)
3 34 (2.83%) JIRA
4 26 (2.16%) Maven
5 24 (2.00%) Team Foundation Server
6 22 (1.83%) Jenkins
7 19 (1.58%) Visual Studio
8 17 (1.42%) JUnit
9 15 (1.25%) Toad
10 14 (1.17%) ERwin
11 13 (1.08%) Mockito
12 12 (1.00%) Eclipse
13 11 (0.92%) Subversion
14 8 (0.67%) Oracle Forms
15 7 (0.58%) LSMW
15 7 (0.58%) TeamCity
16 6 (0.50%) VSS/SourceSafe
17 5 (0.42%) HP UFT
17 5 (0.42%) XMLSpy
18 4 (0.33%) Ant
General
1 397 (33.06%) Finance
2 217 (18.07%) Banking
3 59 (4.91%) Investment Banking
4 39 (3.25%) Retail
5 25 (2.08%) Marketing
6 23 (1.92%) Publishing
7 21 (1.75%) Front Office
8 20 (1.67%) Financial Institution
9 19 (1.58%) Advertising
10 15 (1.25%) Legal
11 13 (1.08%) Corporate Banking
12 12 (1.00%) Pharmaceutical
13 9 (0.75%) Telecoms
14 6 (0.50%) Back Office
14 6 (0.50%) Law
15 4 (0.33%) Billing
15 4 (0.33%) German Language
16 3 (0.25%) International Banking
16 3 (0.25%) Korean Language
17 2 (0.17%) Local Government
Job Titles
1 589 (49.04%) Developer
2 195 (16.24%) SQL Developer
3 184 (15.32%) Analyst
4 156 (12.99%) ETL Developer
5 140 (11.66%) Business Intelligence Developer
6 139 (11.57%) Architect
7 79 (6.58%) Consultant
8 74 (6.16%) Data Architect
9 64 (5.33%) Business Developer
10 63 (5.25%) SQL BI Developer
11 58 (4.83%) Test Analyst
12 57 (4.75%) SQL Analyst
13 56 (4.66%) Data Analyst
14 54 (4.50%) SQL Server Developer
15 49 (4.08%) ETL Analyst
16 45 (3.75%) Project Manager
17 40 (3.33%) Oracle Developer
17 40 (3.33%) SAS Developer
18 39 (3.25%) Senior Developer
19 37 (3.08%) Data Warehouse Analyst
Libraries, Frameworks & Software Standards
1 84 (6.99%) .NET
2 70 (5.83%) Web Services
3 68 (5.66%) XML
4 66 (5.50%) MDX
5 47 (3.91%) HTML
6 33 (2.75%) JSON
7 25 (2.08%) CSS
8 23 (1.92%) Spring
9 22 (1.83%) Apache Avro
10 21 (1.75%) AngularJS
10 21 (1.75%) SOAP
11 20 (1.67%) .NET Framework
12 18 (1.50%) REST
13 17 (1.42%) HTML5
14 14 (1.17%) JMS
14 14 (1.17%) Middleware
15 13 (1.08%) Apache Commons
15 13 (1.08%) ASP.NET
16 12 (1.00%) Cascading
16 12 (1.00%) Guava
Miscellaneous
1 131 (10.91%) Analytical Skills
2 112 (9.33%) Data Integration
3 62 (5.16%) Visualisation
4 51 (4.25%) Data Structures
5 45 (3.75%) Management Information System
6 38 (3.16%) Computer Science
6 38 (3.16%) Credit Risk
7 31 (2.58%) Fixed Income
8 30 (2.50%) NHS
9 28 (2.33%) Data Extraction
10 18 (1.50%) Foreign Exchange (FX)
11 17 (1.42%) Statistics
12 16 (1.33%) Derivative
12 16 (1.33%) Replication
13 15 (1.25%) Clustering
14 14 (1.17%) Algorithms
15 13 (1.08%) Market Risk
16 11 (0.92%) Enterprise Software
17 10 (0.83%) Data Centre
17 10 (0.83%) Equities
Operating Systems
1 84 (6.99%) Linux
2 60 (5.00%) Windows
3 51 (4.25%) Unix
4 17 (1.42%) Windows Server
5 7 (0.58%) Windows Server 2008
6 5 (0.42%) Solaris
6 5 (0.42%) Windows Server 2003
7 4 (0.33%) Android
7 4 (0.33%) Apple iOS
7 4 (0.33%) Red Hat Enterprise Linux
7 4 (0.33%) Windows Server 2012
8 2 (0.17%) AIX
9 1 (0.083%) SUSE Linux Enterprise Server
Processes & Methodologies
1 481 (40.05%) Business Intelligence
2 268 (22.31%) Agile Software Development
3 238 (19.82%) Data Modelling
4 182 (15.15%) Analytics
5 121 (10.07%) Migration
6 106 (8.83%) ETL Development
7 100 (8.33%) Data Analysis
8 94 (7.83%) Kimball Methodology
9 93 (7.74%) Data Migration
10 90 (7.49%) Data Management
11 85 (7.08%) Scrum
12 68 (5.66%) Performance Tuning
13 66 (5.50%) Project Management
14 58 (4.83%) SDLC
15 57 (4.75%) Data Architecture
16 56 (4.66%) CRM
16 56 (4.66%) Data Analytics
17 55 (4.58%) User Acceptance Testing
18 53 (4.41%) Stakeholder Management
19 52 (4.33%) Dimensional Modelling
Programming Languages
1 717 (59.70%) SQL
2 196 (16.32%) T-SQL
3 137 (11.41%) Java
4 84 (6.99%) PL/SQL
5 82 (6.83%) Python
6 72 (6.00%) C#
7 61 (5.08%) JavaScript
8 41 (3.41%) VBA
9 38 (3.16%) Shell Script
10 37 (3.08%) R
11 34 (2.83%) Ruby
12 27 (2.25%) Bash Shell
13 26 (2.16%) Perl
13 26 (2.16%) Scala
14 21 (1.75%) PHP
15 14 (1.17%) PowerShell
16 13 (1.08%) AWK
16 13 (1.08%) Data Analysis Expressions (DAX)
16 13 (1.08%) sed
17 8 (0.67%) SAS Macro
Qualifications
1 66 (5.50%) Degree
2 33 (2.75%) Security Cleared
3 24 (2.00%) ISEB
4 18 (1.50%) SC Cleared
5 12 (1.00%) ISTQB
6 10 (0.83%) DV Cleared
7 4 (0.33%) ISTQB Foundation Certification
7 4 (0.33%) Microsoft Certification
7 4 (0.33%) PMI Certification
8 3 (0.25%) BC Cleared
9 2 (0.17%) BPSS Clearance
9 2 (0.17%) CAPM
9 2 (0.17%) CTC Cleared
9 2 (0.17%) IBM Certification
9 2 (0.17%) PMP
10 1 (0.083%) ISTQB Advanced Certification
10 1 (0.083%) ITIL Certification
10 1 (0.083%) SAP Certification
Quality Assurance & Compliance
1 131 (10.91%) Data Quality
2 41 (3.41%) QA
3 18 (1.50%) Solvency II
4 10 (0.83%) Dublin Core
5 4 (0.33%) Basel II
6 3 (0.25%) Basel III
6 3 (0.25%) IAS 39
7 2 (0.17%) CRD IV
7 2 (0.17%) Sarbanes-Oxley
7 2 (0.17%) SLA
8 1 (0.083%) Disclosure Scotland
System Software
1 10 (0.83%) HDFS
2 9 (0.75%) Apache Flume
3 6 (0.50%) Active Directory
4 5 (0.42%) VMware Infrastructure
5 4 (0.33%) Oracle RAC
5 4 (0.33%) vCloud
6 2 (0.17%) Docker
7 1 (0.083%) vSphere
Systems Management
1 26 (2.16%) Control-M
2 21 (1.75%) Oozie
3 20 (1.67%) HP Quality Center
4 11 (0.92%) Ambari
5 5 (0.42%) CA Single Sign-On
5 5 (0.42%) Jitterbit
5 5 (0.42%) Opscode Chef
6 4 (0.33%) OpenSSO
6 4 (0.33%) Oracle Enterprise Manager
6 4 (0.33%) Puppet
7 3 (0.25%) Ansible
7 3 (0.25%) DBAmp
7 3 (0.25%) Grafana
7 3 (0.25%) Graphite
7 3 (0.25%) Nagios
7 3 (0.25%) Tivoli
8 2 (0.17%) BMC PATROL
8 2 (0.17%) Data Guard
9 1 (0.083%) Dollar Universe
9 1 (0.083%) SCOM
Vendors
1 303 (25.23%) Oracle
2 183 (15.24%) Microsoft
3 150 (12.49%) Informatica
4 94 (7.83%) Tableau
5 88 (7.33%) Cognos
6 73 (6.08%) SAP
7 42 (3.50%) Teradata
8 40 (3.33%) Talend
9 37 (3.08%) Alteryx
10 36 (3.00%) Cloudera
11 29 (2.41%) IBM
12 28 (2.33%) Ab Initio
13 19 (1.58%) Sybase
14 17 (1.42%) Salesforce.com
15 16 (1.33%) Hortonworks
16 14 (1.17%) MicroStrategy
17 11 (0.92%) MapR
17 11 (0.92%) Netezza
18 10 (0.83%) Adobe
18 10 (0.83%) Hyperion
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Rate: £450 - 520 per day
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Rate: From £300 to £375 per day
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Rate: £475 - £500+ per day
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South West London
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