The table below looks at the statistics for ETL skills in IT contracts advertised across the UK. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 11 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
11 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 84 75 74
Rank change year-on-year
-9 -1
Contract jobs citing ETL 1278 1275 1238
As % of all contract IT jobs located in the UK 2.48% 2.46% 2.49%
As % of the Processes & Methodologies category 3.06% 3.17% 3.25%
Number of daily rates quoted 894 814 710
Average daily rate £425 £415 £390
Average daily rate % change year-on-year
+2.40% +6.41%
90% offered a daily rate of more than £300 £300 £275
10% offered a daily rate of more than £550 £550 £550
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 3 10 11
Average hourly rate £56.00 £37.00 £31.92
Average hourly rate % change year-on-year
+51.35% +15.91%
90% offered a hourly rate of more than £42.00 £33.50 £20.00
10% offered a hourly rate of more than £61.60 £45.05 £57.50
UK excluding London average hourly rate £56.00 £36.50 £31.92
% change year-on-year
+53.42% +14.34%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised across the UK.

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
41792 40196 38042
As % of all contract IT jobs located in the UK 81.24% 77.62% 76.51%
Number of daily rates quoted 27320 25624 23044
Average daily rate £425 £420 £400
Average daily rate % change year-on-year
+1.19% +5.00%
90% offered a daily rate of more than £300 £280 £273
10% offered a daily rate of more than £600 £575 £575
UK excluding London average daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1199 1072 1163
Average hourly rate £40.00 £26.50 £27.50
Average hourly rate % change year-on-year
+50.94% -3.63%
90% offered a hourly rate of more than £13.00 £12.00 £12.50
10% offered a hourly rate of more than £57.00 £46.25 £52.40
UK excluding London average hourly rate £40.00 £27.50 £27.50
% change year-on-year
+45.45% -

ETL
Jobs Demand Trend

This chart provides the 3-month moving total of IT contractor jobs citing ETL within the UK as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in the UK

ETL
Daily Rate Trend

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

ETL Daily Rate Trend in the UK

ETL
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL within the UK over the 3 months to 11 February 2016.

ETL Daily Rate Histogram in the UK

ETL
Hourly Rate Trend

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

ETL Hourly Rate Trend in the UK

ETL
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing ETL within the UK over the 3 months to 11 February 2016.

ETL Hourly Rate Histogram in the UK

ETL
Top 30 Contract Locations

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing ETL within the UK over the 3 months to 11 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
England -6 1173 £425 +1.19% 411
London -26 488 £450 - 211
South East -11 151 £425 +6.25% 56
South West +33 119 £363 -3.33% 35
West Midlands +19 97 £450 +21.21% 23
City of London -2 87 £475 +5.55% 66
North West +1 85 £350 -15.15% 17
Yorkshire -20 80 £375 -9.63% 33
East of England +22 70 £375 -12.79% 20
Scotland -1 69 £400 - 21
Bristol +15 53 £350 -6.66% 10
Berkshire +8 50 £450 +33.33% 12
East Midlands -6 49 £409 +2.18% 9
West Yorkshire -25 46 £375 -8.81% 25
Manchester +1 44 £375 +7.14% 8
Edinburgh -5 39 £400 +6.66% 15
Leeds -15 36 £350 -15.15% 23
Essex +24 29 £363 +2.11% 4
Oxfordshire +8 29 £430 +3.61% 12
Wiltshire +10 24 £338 -23.94% 5
North East -7 21 £523 +27.50% 3
Buckinghamshire +10 20 £425 +13.33% 8
Birmingham +4 20 £395 +6.39% 9
Hampshire -10 20 £400 +21.21% 12
Glasgow -4 18 £463 +15.62% 5
South Yorkshire -5 18 £388 -3.12% 3
Nottinghamshire -1 17 £463 +38.05% 5
Oxford -3 17 £425 +2.71% 1
Sheffield -8 17 £425 +6.25% 3
Lancashire -2 16 £450 -12.83% 4

ETL
Top 30 Related IT Skills

For the 6 months to 11 February 2016, IT contractor jobs within the UK 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 1689 (57.74%) SQL
2 1303 (44.55%) Data Warehouse
3 1118 (38.22%) Business Intelligence
4 1058 (36.17%) SQL Server
5 834 (28.51%) Oracle
6 823 (28.14%) Finance
7 805 (27.52%) SQL Server Integration Services
8 598 (20.44%) Data Modelling
9 574 (19.62%) Agile Software Development
10 554 (18.94%) Microsoft
11 530 (18.12%) SQL Server Reporting Services
12 504 (17.23%) T-SQL
13 489 (16.72%) Migration
14 429 (14.67%) SQL Server Analysis Services
15 408 (13.95%) Informatica
16 375 (12.82%) Data Migration
17 343 (11.73%) Analytics
18 322 (11.01%) Data Quality
19 303 (10.36%) Banking
20 296 (10.12%) PL/SQL
21 287 (9.81%) Analytical Skills
22 277 (9.47%) Big Data
23 268 (9.16%) Java
23 268 (9.16%) Data Integration
24 267 (9.13%) ETL Development
25 249 (8.51%) SQL Server 2008
26 248 (8.48%) BusinessObjects
27 237 (8.10%) Oracle Database
28 229 (7.83%) Data Management
29 226 (7.73%) Data Analysis

ETL
Top Related IT Skills by Category

For the 6 months to 11 February 2016, IT contractor jobs within the UK 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
1 222 (7.59%) SAS
2 98 (3.35%) SharePoint
3 54 (1.85%) Apache Spark
4 38 (1.30%) WebLogic
5 35 (1.20%) Apache
6 30 (1.03%) WebSphere
7 27 (0.92%) Apache Pig
8 26 (0.89%) IIS
9 24 (0.82%) Elasticsearch
10 22 (0.75%) Confluence
11 18 (0.62%) Oracle SOA Suite
11 18 (0.62%) Oracle Workflow
12 17 (0.58%) BizTalk Server
12 17 (0.58%) CMS
13 15 (0.51%) Apache Solr
13 15 (0.51%) JBoss
14 12 (0.41%) PowerExchange
15 10 (0.34%) Tomcat
16 9 (0.31%) Adobe Experience Manager
16 9 (0.31%) Sonic ESB
Applications
1 208 (7.11%) MS Excel
2 55 (1.88%) MS Office
3 41 (1.40%) MS Visio
4 34 (1.16%) MS PowerPoint
5 19 (0.65%) MS Project
6 18 (0.62%) SPSS
7 10 (0.34%) Spreadsheet
8 1 (0.034%) Adobe Creative Suite
Business Applications
1 44 (1.50%) Dynamics CRM
2 39 (1.33%) Oracle EBS
3 30 (1.03%) Markit EDM
4 24 (0.82%) Cognos Business Intelligence
5 22 (0.75%) Oracle EBS R12
6 18 (0.62%) Oracle BPM
6 18 (0.62%) SAP Oil and Gas
7 17 (0.58%) Dynamics AX
8 13 (0.44%) Oracle ERP
8 13 (0.44%) Unit4 Business World
9 12 (0.41%) Maximo
10 10 (0.34%) HFM
11 8 (0.27%) Unica
12 5 (0.17%) Cognos TM1
12 5 (0.17%) Dynamics NAV
12 5 (0.17%) Oracle Financials
12 5 (0.17%) ResourceLink
13 4 (0.14%) Dynamics GP
13 4 (0.14%) SAP IS-U
13 4 (0.14%) SAP PM
Cloud Services
1 79 (2.70%) Amazon AWS
2 46 (1.57%) Microsoft Azure
3 24 (0.82%) SaaS
4 13 (0.44%) Amazon EC2
5 12 (0.41%) Cloud Computing
5 12 (0.41%) GitHub
6 11 (0.38%) Force.com
6 11 (0.38%) PaaS
7 10 (0.34%) IaaS
8 9 (0.31%) Amazon Kinesis
8 9 (0.31%) Amazon S3
8 9 (0.31%) Boomi
9 6 (0.21%) Office 365
10 4 (0.14%) Amazon EMR
10 4 (0.14%) Google Cloud Platform
10 4 (0.14%) Google Compute Engine
11 2 (0.068%) Adobe Analytics
11 2 (0.068%) Google Analytics
11 2 (0.068%) Heroku
11 2 (0.068%) SuccessFactors
Communications & Networking
1 25 (0.85%) HTTP
2 20 (0.68%) Internet
3 18 (0.62%) 3G
4 14 (0.48%) 2G
4 14 (0.48%) FTP
5 12 (0.41%) SAN
6 11 (0.38%) ATM
6 11 (0.38%) DNS
7 10 (0.34%) RNC
8 9 (0.31%) Kerberos
9 8 (0.27%) DWDM
9 8 (0.27%) NAS
9 8 (0.27%) Radio Access Network
9 8 (0.27%) SSL
10 7 (0.24%) 4G
10 7 (0.24%) LDAP
11 6 (0.21%) LTE
12 5 (0.17%) LAN
12 5 (0.17%) TCP/IP
13 4 (0.14%) WLAN
Database & Business Intelligence
1 1303 (44.55%) Data Warehouse
2 1058 (36.17%) SQL Server
3 805 (27.52%) SQL Server Integration Services
4 530 (18.12%) SQL Server Reporting Services
5 429 (14.67%) SQL Server Analysis Services
6 277 (9.47%) Big Data
7 249 (8.51%) SQL Server 2008
8 248 (8.48%) BusinessObjects
9 237 (8.10%) Oracle Database
10 200 (6.84%) SQL Server 2012
11 192 (6.56%) Relational Database
12 177 (6.05%) Hadoop
13 148 (5.06%) OLAP
14 141 (4.82%) QlikView
15 107 (3.66%) Pentaho
16 101 (3.45%) Oracle Database 11g
17 98 (3.35%) NoSQL
18 95 (3.25%) RDBMS
19 89 (3.04%) PowerCenter
20 84 (2.87%) DB2
Development Applications
1 91 (3.11%) ERwin
2 84 (2.87%) Talend Open Studio
3 79 (2.70%) Team Foundation Server
4 66 (2.26%) Git (software)
5 60 (2.05%) JIRA
6 43 (1.47%) Toad
7 41 (1.40%) Visual Studio
8 38 (1.30%) Subversion
9 36 (1.23%) JUnit
10 29 (0.99%) Maven
11 25 (0.85%) Jenkins
12 23 (0.79%) Oracle Forms
13 22 (0.75%) Selenium
14 21 (0.72%) SQL Server Management Studio (SSMS)
15 18 (0.62%) Eclipse
16 15 (0.51%) Mockito
17 14 (0.48%) Cucumber
17 14 (0.48%) HP UFT
18 12 (0.41%) Capybara
18 12 (0.41%) RSpec
General
1 823 (28.14%) Finance
2 303 (10.36%) Banking
3 110 (3.76%) Retail
4 71 (2.43%) Advertising
4 71 (2.43%) Telecoms
5 64 (2.19%) Investment Banking
6 59 (2.02%) Marketing
7 39 (1.33%) Manufacturing
8 38 (1.30%) Pharmaceutical
9 29 (0.99%) Billing
9 29 (0.99%) Legal
10 28 (0.96%) Front Office
11 27 (0.92%) Publishing
12 24 (0.82%) Financial Institution
13 21 (0.72%) Back Office
14 18 (0.62%) Electronics
15 13 (0.44%) Corporate Banking
16 10 (0.34%) Automotive
17 8 (0.27%) Law
18 7 (0.24%) Retail Banking
Job Titles
1 1425 (48.72%) Developer
2 428 (14.63%) SQL Developer
3 409 (13.98%) Analyst
4 404 (13.81%) ETL Developer
5 332 (11.35%) Architect
6 325 (11.11%) Business Intelligence Developer
7 208 (7.11%) Consultant
8 151 (5.16%) Test Analyst
9 141 (4.82%) Data Architect
10 140 (4.79%) Data Analyst
11 136 (4.65%) SQL BI Developer
12 130 (4.44%) Business Developer
13 124 (4.24%) Oracle Developer
14 113 (3.86%) DBA
15 106 (3.62%) Data Warehouse Developer
15 106 (3.62%) SQL Server Developer
16 104 (3.56%) ETL Analyst
17 102 (3.49%) SAS Developer
18 90 (3.08%) SQL Analyst
19 89 (3.04%) Informatica Developer
Libraries, Frameworks & Software Standards
1 182 (6.22%) .NET
2 175 (5.98%) XML
3 169 (5.78%) Web Services
4 126 (4.31%) MDX
5 93 (3.18%) HTML
6 81 (2.77%) Middleware
7 64 (2.19%) CSS
8 52 (1.78%) SOAP
9 42 (1.44%) REST
10 40 (1.37%) JSON
11 32 (1.09%) AngularJS
11 32 (1.09%) Spring
12 31 (1.06%) ASP.NET
12 31 (1.06%) Oracle Fusion
13 29 (0.99%) RESTful
14 26 (0.89%) HTML5
15 25 (0.85%) .NET Framework
16 23 (0.79%) Apache Avro
16 23 (0.79%) J2EE
17 22 (0.75%) XSD
Miscellaneous
1 287 (9.81%) Analytical Skills
2 268 (9.16%) Data Integration
3 114 (3.90%) Visualisation
4 101 (3.45%) Data Structures
5 88 (3.01%) Management Information System
6 75 (2.56%) NHS
7 68 (2.32%) Data Extraction
8 55 (1.88%) Computer Science
9 48 (1.64%) Credit Risk
10 38 (1.30%) Replication
11 34 (1.16%) Statistics
12 33 (1.13%) Enterprise Software
13 31 (1.06%) Fixed Income
14 29 (0.99%) Data Centre
15 28 (0.96%) Clustering
16 27 (0.92%) Reference Data
17 24 (0.82%) Derivative
18 23 (0.79%) Algorithms
19 18 (0.62%) Equities
19 18 (0.62%) Mainframe
Operating Systems
1 213 (7.28%) Unix
2 196 (6.70%) Linux
3 133 (4.55%) Windows
4 30 (1.03%) Windows Server
5 16 (0.55%) Solaris
6 15 (0.51%) Mac OS X
6 15 (0.51%) Windows Server 2012
7 14 (0.48%) Red Hat Enterprise Linux
8 13 (0.44%) Windows Server 2008
9 11 (0.38%) AIX
10 7 (0.24%) Apple iOS
10 7 (0.24%) Windows Server 2003
11 6 (0.21%) Android
11 6 (0.21%) SUSE Linux Enterprise Server
12 4 (0.14%) MVS
13 3 (0.10%) VME
14 1 (0.034%) HPUX
Processes & Methodologies
1 1118 (38.22%) Business Intelligence
2 598 (20.44%) Data Modelling
3 574 (19.62%) Agile Software Development
4 489 (16.72%) Migration
5 375 (12.82%) Data Migration
6 343 (11.73%) Analytics
7 267 (9.13%) ETL Development
8 229 (7.83%) Data Management
9 226 (7.73%) Data Analysis
10 206 (7.04%) Kimball Methodology
11 168 (5.74%) Scrum
12 155 (5.30%) Performance Tuning
13 151 (5.16%) Stakeholder Management
14 137 (4.68%) Project Management
15 133 (4.55%) SDLC
16 128 (4.38%) Data Architecture
17 126 (4.31%) Dimensional Modelling
17 126 (4.31%) SOA
18 125 (4.27%) CRM
19 114 (3.90%) User Acceptance Testing
Programming Languages
1 1689 (57.74%) SQL
2 504 (17.23%) T-SQL
3 296 (10.12%) PL/SQL
4 268 (9.16%) Java
5 131 (4.48%) C#
6 130 (4.44%) JavaScript
7 125 (4.27%) Python
8 79 (2.70%) Shell Script
9 76 (2.60%) VBA
10 60 (2.05%) C++
10 60 (2.05%) Ruby
11 57 (1.95%) R
12 49 (1.68%) Scala
13 47 (1.61%) PowerShell
14 46 (1.57%) Perl
15 31 (1.06%) Bash Shell
16 22 (0.75%) PHP
17 18 (0.62%) Data Analysis Expressions (DAX)
18 15 (0.51%) Apex Code
19 14 (0.48%) C
Qualifications
1 143 (4.89%) Security Cleared
2 123 (4.21%) Degree
3 80 (2.74%) ISEB
4 76 (2.60%) SC Cleared
5 29 (0.99%) ISTQB
6 23 (0.79%) ISTQB Foundation Certification
7 12 (0.41%) BPSS Clearance
7 12 (0.41%) DV Cleared
8 9 (0.31%) ITIL Certification
9 7 (0.24%) Microsoft Certification
9 7 (0.24%) PRINCE2 Certification
10 6 (0.21%) SAS Certification
11 5 (0.17%) BC Cleared
11 5 (0.17%) ISEB Practitioner
11 5 (0.17%) SAP Certification
12 4 (0.14%) PMI Certification
13 2 (0.068%) CTC Cleared
13 2 (0.068%) IBM Certification
13 2 (0.068%) PhD
13 2 (0.068%) PMP
Quality Assurance & Compliance
1 322 (11.01%) Data Quality
2 116 (3.97%) QA
3 31 (1.06%) Disclosure Scotland
4 19 (0.65%) Solvency II
5 11 (0.38%) SLA
6 10 (0.34%) Dublin Core
7 6 (0.21%) COBIT
7 6 (0.21%) ISO/IEC 27001
8 5 (0.17%) GxP
9 4 (0.14%) Basel II
9 4 (0.14%) ISO27002
9 4 (0.14%) Sarbanes-Oxley
10 3 (0.10%) Basel III
10 3 (0.10%) IAS 39
11 2 (0.068%) CRD IV
12 1 (0.034%) BS7666
12 1 (0.034%) COREP
12 1 (0.034%) FINREP
12 1 (0.034%) RosettaNet
System Software
1 18 (0.62%) Active Directory
2 15 (0.51%) Apache Flume
3 14 (0.48%) VMware Infrastructure
4 13 (0.44%) HDFS
5 12 (0.41%) Oracle RAC
6 4 (0.14%) vCloud
7 2 (0.068%) Apache ZooKeeper
7 2 (0.068%) Docker
7 2 (0.068%) Hyper-V
7 2 (0.068%) Microsoft Virtual Server
8 1 (0.034%) Tivoli Workload Scheduler
8 1 (0.034%) vSphere
8 1 (0.034%) Xen
Systems Management
1 51 (1.74%) Control-M
2 43 (1.47%) HP Quality Center
3 21 (0.72%) Oozie
4 15 (0.51%) Oracle RMAN
5 13 (0.44%) Systems Management Server (SMS)
6 11 (0.38%) Ambari
7 10 (0.34%) Puppet
8 9 (0.31%) Opscode Chef
9 8 (0.27%) Oracle EDQ
10 6 (0.21%) Oracle Enterprise Manager
11 5 (0.17%) Ansible
11 5 (0.17%) CA Single Sign-On
11 5 (0.17%) Data Guard
11 5 (0.17%) Jitterbit
11 5 (0.17%) Tivoli
12 4 (0.14%) DBAmp
12 4 (0.14%) OpenSSO
13 3 (0.10%) Grafana
13 3 (0.10%) Graphite
13 3 (0.10%) Nagios
Vendors
1 834 (28.51%) Oracle
2 554 (18.94%) Microsoft
3 408 (13.95%) Informatica
4 187 (6.39%) SAP
5 155 (5.30%) Cognos
6 153 (5.23%) Tableau
7 134 (4.58%) IBM
8 91 (3.11%) Teradata
9 84 (2.87%) Talend
10 60 (2.05%) Ab Initio
11 47 (1.61%) Cloudera
12 40 (1.37%) Salesforce.com
13 38 (1.30%) Alteryx
14 36 (1.23%) Netezza
15 30 (1.03%) MicroStrategy
16 29 (0.99%) HP
17 27 (0.92%) VMware
18 25 (0.85%) Sybase
19 24 (0.82%) Hortonworks
20 22 (0.75%) Siebel
Northamptonshire
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 1 hour ago
City, London
Quant Capital
Rate: Up to £550 per day
Posted: 3 hours ago
Hertfordshire
Oscar
Rate: £345 - £350 per day
Posted: 4 hours ago
North West
Haybrook IT Resourcing Ltd
Rate: Up to £500 per day
Posted: 4 hours ago
Edinburgh, Midlothian
Jonathan Garth
Rate: Good Market Rates
Posted: 4 hours ago
City, London
Lorien Resourcing
Rate: £450 - £500 per day
Posted: 5 hours ago
London
X4 Group
Rate: £450 - 520 per day
Posted: 7 hours ago
East London
Affinity Recruitment Ltd
Rate: From £300 to £375 per day
Posted: 8 hours ago
Edinburgh, Midlothian
Be-IT Resourcing
Posted: 11 hours ago
East London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Rate: £250 - £350 Per Day
Posted: 23 hours ago
South West
Opus Recruitment Solutions Ltd
Rate: £300 - £350 per day
Posted: Yesterday
Reading, Berkshire
Salt
Rate: £300 - £350 per day
Posted: Yesterday
South West London
Agile Recruitment
Rate: Based on experience
Posted: Yesterday
Watford, Hertfordshire
Square One Resources
Rate: £500 per day
Posted: Yesterday
London
Venturi
Rate: £350 - £375 per day
Posted: Yesterday
London
Spencer Rose
Rate: From £450 to £500 per day
Posted: Yesterday
Warrington, Cheshire
ninesharp
Rate: Market Rates
Posted: Yesterday
Hampshire
Careerwise UK Limited
Rate: £450 per day
Posted: Yesterday
Stratford-Upon-Avon, Warwickshire
Montash
Rate: £550 - £600 per day
Posted: Yesterday
Suffolk
Oscar
Rate: £450 per day
Posted: 2 days ago
London
Reed Technology
Rate: £400 - £550 per day
Posted: 2 days ago
London
Experis Ltd
Rate: £250.00 - £300.00 per day
Posted: 2 days ago
Glasgow, Lanarkshire
Sopra Steria Recruitment Limited
Posted: 2 days ago
Edinburgh, Midlothian
Hatstand Limited
Rate: £400 - £450 per day
Posted: 2 days ago
Oxfordshire
Nigel Frank International Ltd
Rate: £350 - £400 per day
Posted: 2 days ago
City, London
Harrington Starr
Rate: £500 per day
Posted: 3 days ago
London
Hydrogen Group
Rate: £450.00 - £470.00 per day
Posted: 3 days ago
Cheltenham, Gloucestershire
Nigel Frank International Ltd
Rate: £300 - £350 per day
Posted: 3 days ago
London
Oliver James Associates
Rate: £450 - £550 per annum
Posted: 3 days ago
London
Venturi
Rate: £450 - £500 per day
Posted: 3 days ago