The table below looks at the statistics for ETL skills in IT contracts advertised for the England region. Included is a guide to the average contractor rates offered in IT contracts that have cited ETL over the 3 months to 13 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
13 Feb 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 85 77 74
Rank change year-on-year
-8 -3
Contract jobs citing ETL 1132 1144 1143
As % of all contract IT jobs located in England 2.44% 2.46% 2.52%
As % of the Processes & Methodologies category 2.99% 3.15% 3.26%
Number of daily rates quoted 796 741 664
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 £310 £313 £285
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 7 11
Average hourly rate £56.00 £36.50 £31.92
Average hourly rate % change year-on-year
+53.42% +14.34%
90% offered a hourly rate of more than £42.00 £29.00 £20.00
10% offered a hourly rate of more than £61.60 £46.70 £57.50
UK excluding London average hourly rate £56.00 £36.25 £31.92
% change year-on-year
+54.48% +13.56%
ETL
UK

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

Processes & Methodologies Category
England
Contract IT job ads with a match in the
Processes & Methodologies category
37890 36304 35043
As % of all contract IT jobs located in England 81.52% 78.00% 77.19%
Number of daily rates quoted 25127 23515 21575
Average daily rate £430 £425 £405
Average daily rate % change year-on-year
+1.17% +4.93%
90% offered a daily rate of more than £300 £287 £275
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 1065 983 1106
Average hourly rate £37.50 £27.50 £27.50
Average hourly rate % change year-on-year
+36.36% -
90% offered a hourly rate of more than £12.72 £12.00 £12.50
10% offered a hourly rate of more than £57.00 £46.33 £48.70
UK excluding London average hourly rate £40.00 £27.79 £27.50
% change year-on-year
+43.93% +1.05%

ETL
Jobs Demand Trend in England

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

ETL Jobs Demand Trend in England

ETL
Daily Rate Trend in England

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

ETL Daily Rate Trend in England

ETL
Daily Rate Histogram in England

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL across the England region over the 3 months to 13 February 2016.

ETL Daily Rate Histogram in England

ETL
Hourly Rate Trend in England

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

ETL Hourly Rate Trend in England

ETL
Hourly Rate Histogram in England

This chart provides a histogram of hourly rates quoted in contract IT jobs citing ETL across the England region over the 3 months to 13 February 2016.

ETL Hourly Rate Histogram in England

ETL
Contract Job Locations in England

The table below looks at the demand and provides a guide to the average contractor rates quoted in IT jobs citing ETL within the England region over the 3 months to 13 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
London -30 466 £450 - 201
South East -23 147 £428 +6.87% 60
South West +21 116 £363 -3.33% 29
West Midlands +18 95 £450 +22.44% 24
North West 0 80 £356 -12.30% 18
Yorkshire -12 80 £375 -10.44% 30
East of England +19 68 £375 -14.28% 19
East Midlands -3 46 £405 +1.25% 10
North East -9 21 £523 +23.00% 4
Midlands +3 8 £375 +30.43%
South Coast - 2 £388 -
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 13 February 2016, IT contractor jobs across the England 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 1509 (57.51%) SQL
2 1179 (44.93%) Data Warehouse
3 1014 (38.64%) Business Intelligence
4 966 (36.81%) SQL Server
5 766 (29.19%) Oracle
6 752 (28.66%) SQL Server Integration Services
7 714 (27.21%) Finance
8 544 (20.73%) Data Modelling
9 508 (19.36%) Agile Software Development
10 506 (19.28%) Microsoft
11 490 (18.67%) SQL Server Reporting Services
12 469 (17.87%) T-SQL
13 449 (17.11%) Migration
14 397 (15.13%) SQL Server Analysis Services
15 364 (13.87%) Informatica
16 343 (13.07%) Data Migration
17 318 (12.12%) Analytics
18 303 (11.55%) Data Quality
19 269 (10.25%) Banking
20 265 (10.10%) PL/SQL
21 264 (10.06%) Big Data
22 258 (9.83%) Analytical Skills
23 249 (9.49%) Java
24 247 (9.41%) ETL Development
25 239 (9.11%) SQL Server 2008
26 229 (8.73%) Data Integration
27 220 (8.38%) Oracle Database
28 213 (8.12%) SAS
29 210 (8.00%) BusinessObjects
30 206 (7.85%) Data Management

ETL
Top Related IT Skills in England by Category

For the 6 months to 13 February 2016, IT contractor jobs across the England 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
1 213 (8.12%) SAS
2 93 (3.54%) SharePoint
3 51 (1.94%) Apache Spark
4 37 (1.41%) WebLogic
5 35 (1.33%) Apache
6 26 (0.99%) Elasticsearch
7 25 (0.95%) WebSphere
8 23 (0.88%) IIS
9 22 (0.84%) Apache Pig
9 22 (0.84%) Confluence
10 18 (0.69%) Oracle SOA Suite
10 18 (0.69%) Oracle Workflow
11 17 (0.65%) CMS
12 14 (0.53%) Apache Solr
13 10 (0.38%) Tomcat
14 9 (0.34%) Adobe Experience Manager
14 9 (0.34%) BizTalk Server
14 9 (0.34%) JBoss
14 9 (0.34%) Sonic ESB
15 8 (0.30%) Node.js
Applications
1 188 (7.16%) MS Excel
2 45 (1.71%) MS Office
3 40 (1.52%) MS Visio
4 33 (1.26%) MS PowerPoint
5 20 (0.76%) MS Project
6 17 (0.65%) SPSS
7 12 (0.46%) Spreadsheet
8 1 (0.038%) Adobe Creative Suite
Business Applications
1 41 (1.56%) Dynamics CRM
2 36 (1.37%) Oracle EBS
3 21 (0.80%) Cognos Business Intelligence
3 21 (0.80%) Oracle EBS R12
4 18 (0.69%) Oracle BPM
4 18 (0.69%) SAP Oil and Gas
5 17 (0.65%) Dynamics AX
6 10 (0.38%) HFM
6 10 (0.38%) Markit EDM
7 9 (0.34%) Maximo
8 8 (0.30%) Oracle ERP
9 7 (0.27%) Unica
10 5 (0.19%) Cognos TM1
10 5 (0.19%) Dynamics NAV
10 5 (0.19%) Oracle Financials
10 5 (0.19%) ResourceLink
11 4 (0.15%) Dynamics GP
11 4 (0.15%) Salesforce.com CRM
11 4 (0.15%) SAP IS-U
12 3 (0.11%) Oracle Payables
Cloud Services
1 65 (2.48%) Amazon AWS
2 29 (1.11%) Microsoft Azure
3 22 (0.84%) SaaS
4 13 (0.50%) Amazon EC2
5 12 (0.46%) Cloud Computing
5 12 (0.46%) GitHub
6 11 (0.42%) PaaS
7 10 (0.38%) Force.com
7 10 (0.38%) IaaS
8 9 (0.34%) Amazon Kinesis
8 9 (0.34%) Amazon S3
8 9 (0.34%) Boomi
9 4 (0.15%) Amazon EMR
10 3 (0.11%) Google Cloud Platform
10 3 (0.11%) Google Compute Engine
11 2 (0.076%) Amazon CloudWatch
11 2 (0.076%) AWS CloudFormation
11 2 (0.076%) Google Apps
11 2 (0.076%) Heroku
11 2 (0.076%) SuccessFactors
Communications & Networking
1 24 (0.91%) HTTP
2 20 (0.76%) Internet
3 13 (0.50%) 3G
4 12 (0.46%) FTP
5 9 (0.34%) 2G
5 9 (0.34%) ATM
5 9 (0.34%) DNS
5 9 (0.34%) Kerberos
6 8 (0.30%) RNC
6 8 (0.30%) SAN
6 8 (0.30%) SSL
7 7 (0.27%) DWDM
7 7 (0.27%) LDAP
8 5 (0.19%) 4G
8 5 (0.19%) LAN
8 5 (0.19%) Radio Access Network
8 5 (0.19%) TCP/IP
9 4 (0.15%) DSL
9 4 (0.15%) LTE
9 4 (0.15%) WLAN
Database & Business Intelligence
1 1179 (44.93%) Data Warehouse
2 966 (36.81%) SQL Server
3 752 (28.66%) SQL Server Integration Services
4 490 (18.67%) SQL Server Reporting Services
5 397 (15.13%) SQL Server Analysis Services
6 264 (10.06%) Big Data
7 239 (9.11%) SQL Server 2008
8 220 (8.38%) Oracle Database
9 210 (8.00%) BusinessObjects
10 190 (7.24%) SQL Server 2012
11 172 (6.55%) Relational Database
12 164 (6.25%) Hadoop
13 138 (5.26%) OLAP
14 132 (5.03%) QlikView
15 102 (3.89%) Pentaho
16 94 (3.58%) NoSQL
17 93 (3.54%) Oracle Database 11g
18 82 (3.13%) PowerCenter
18 82 (3.13%) RDBMS
19 80 (3.05%) Star Schema
Development Applications
1 84 (3.20%) ERwin
2 78 (2.97%) Talend Open Studio
3 72 (2.74%) Team Foundation Server
4 60 (2.29%) Git (software)
5 59 (2.25%) JIRA
6 36 (1.37%) Visual Studio
7 35 (1.33%) Toad
8 34 (1.30%) JUnit
9 30 (1.14%) Subversion
10 25 (0.95%) Maven
11 23 (0.88%) Jenkins
11 23 (0.88%) Oracle Forms
12 21 (0.80%) Selenium
13 18 (0.69%) Eclipse
14 17 (0.65%) SQL Server Management Studio (SSMS)
15 14 (0.53%) Cucumber
15 14 (0.53%) HP UFT
16 13 (0.50%) Mockito
17 12 (0.46%) Capybara
17 12 (0.46%) RSpec
General
1 714 (27.21%) Finance
2 269 (10.25%) Banking
3 93 (3.54%) Retail
4 63 (2.40%) Advertising
5 60 (2.29%) Telecoms
6 57 (2.17%) Marketing
7 56 (2.13%) Investment Banking
8 37 (1.41%) Pharmaceutical
9 36 (1.37%) Manufacturing
10 28 (1.07%) Legal
11 26 (0.99%) Publishing
12 24 (0.91%) Billing
12 24 (0.91%) Financial Institution
12 24 (0.91%) Front Office
13 18 (0.69%) Electronics
14 17 (0.65%) Back Office
15 13 (0.50%) Corporate Banking
16 10 (0.38%) Automotive
17 6 (0.23%) Law
18 5 (0.19%) Retail Banking
Job Titles
1 1297 (49.43%) Developer
2 402 (15.32%) SQL Developer
3 381 (14.52%) ETL Developer
4 363 (13.83%) Analyst
5 301 (11.47%) Business Intelligence Developer
6 296 (11.28%) Architect
7 187 (7.13%) Consultant
8 140 (5.34%) Data Architect
9 128 (4.88%) SQL BI Developer
9 128 (4.88%) Test Analyst
10 125 (4.76%) Data Analyst
11 113 (4.31%) Oracle Developer
12 109 (4.15%) Business Developer
13 105 (4.00%) DBA
14 101 (3.85%) Data Warehouse Developer
14 101 (3.85%) SQL Server Developer
15 98 (3.73%) SAS Developer
16 95 (3.62%) ETL Analyst
17 83 (3.16%) SQL Analyst
18 79 (3.01%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 164 (6.25%) XML
2 163 (6.21%) .NET
3 151 (5.75%) Web Services
4 116 (4.42%) MDX
5 88 (3.35%) HTML
6 68 (2.59%) Middleware
7 60 (2.29%) CSS
8 46 (1.75%) SOAP
9 37 (1.41%) REST
10 36 (1.37%) JSON
11 30 (1.14%) AngularJS
11 30 (1.14%) Oracle Fusion
12 29 (1.11%) RESTful
13 26 (0.99%) ASP.NET
13 26 (0.99%) Spring
14 25 (0.95%) .NET Framework
15 23 (0.88%) Apache Avro
16 22 (0.84%) HTML5
17 21 (0.80%) J2EE
17 21 (0.80%) XSD
Miscellaneous
1 258 (9.83%) Analytical Skills
2 229 (8.73%) Data Integration
3 111 (4.23%) Visualisation
4 99 (3.77%) Data Structures
5 76 (2.90%) Management Information System
6 72 (2.74%) NHS
7 67 (2.55%) Data Extraction
8 47 (1.79%) Computer Science
9 46 (1.75%) Credit Risk
10 36 (1.37%) Replication
11 34 (1.30%) Statistics
12 31 (1.18%) Fixed Income
13 27 (1.03%) Clustering
14 26 (0.99%) Reference Data
15 22 (0.84%) Enterprise Software
16 21 (0.80%) Algorithms
16 21 (0.80%) Data Centre
17 17 (0.65%) Foreign Exchange (FX)
18 15 (0.57%) Market Risk
19 14 (0.53%) Informatics
Operating Systems
1 187 (7.13%) Unix
2 183 (6.97%) Linux
3 122 (4.65%) Windows
4 29 (1.11%) Windows Server
5 16 (0.61%) Solaris
6 15 (0.57%) Windows Server 2012
7 14 (0.53%) Red Hat Enterprise Linux
8 13 (0.50%) Mac OS X
8 13 (0.50%) Windows Server 2008
9 11 (0.42%) AIX
10 7 (0.27%) Apple iOS
10 7 (0.27%) Windows Server 2003
11 6 (0.23%) Android
12 5 (0.19%) SUSE Linux Enterprise Server
13 4 (0.15%) MVS
14 3 (0.11%) VME
15 1 (0.038%) HPUX
Processes & Methodologies
1 1014 (38.64%) Business Intelligence
2 544 (20.73%) Data Modelling
3 508 (19.36%) Agile Software Development
4 449 (17.11%) Migration
5 343 (13.07%) Data Migration
6 318 (12.12%) Analytics
7 247 (9.41%) ETL Development
8 206 (7.85%) Data Management
9 195 (7.43%) Kimball Methodology
10 192 (7.32%) Data Analysis
11 150 (5.72%) Scrum
12 144 (5.49%) Performance Tuning
13 131 (4.99%) Stakeholder Management
14 130 (4.95%) Project Management
15 121 (4.61%) Data Architecture
16 120 (4.57%) Dimensional Modelling
17 113 (4.31%) CRM
18 112 (4.27%) SDLC
18 112 (4.27%) SOA
19 104 (3.96%) User Acceptance Testing
Programming Languages
1 1509 (57.51%) SQL
2 469 (17.87%) T-SQL
3 265 (10.10%) PL/SQL
4 249 (9.49%) Java
5 123 (4.69%) JavaScript
6 118 (4.50%) Python
7 115 (4.38%) C#
8 77 (2.93%) Shell Script
9 72 (2.74%) VBA
10 58 (2.21%) Ruby
11 57 (2.17%) R
12 55 (2.10%) C++
13 47 (1.79%) PowerShell
14 44 (1.68%) Scala
15 39 (1.49%) Perl
16 29 (1.11%) Bash Shell
17 24 (0.91%) PHP
18 17 (0.65%) Data Analysis Expressions (DAX)
19 14 (0.53%) Apex Code
19 14 (0.53%) C
Qualifications
1 130 (4.95%) Security Cleared
2 103 (3.93%) Degree
3 75 (2.86%) SC Cleared
4 73 (2.78%) ISEB
5 27 (1.03%) ISTQB
6 21 (0.80%) ISTQB Foundation Certification
7 12 (0.46%) DV Cleared
8 9 (0.34%) BPSS Clearance
9 7 (0.27%) Microsoft Certification
9 7 (0.27%) PRINCE2 Certification
10 5 (0.19%) ISEB Practitioner
10 5 (0.19%) SAP Certification
10 5 (0.19%) SAS Certification
11 4 (0.15%) BC Cleared
11 4 (0.15%) ITIL Certification
11 4 (0.15%) PMI Certification
12 2 (0.076%) CAPM
12 2 (0.076%) CTC Cleared
12 2 (0.076%) IBM Certification
12 2 (0.076%) PMP
Quality Assurance & Compliance
1 303 (11.55%) Data Quality
2 97 (3.70%) QA
3 27 (1.03%) Disclosure Scotland
4 20 (0.76%) Solvency II
5 10 (0.38%) Dublin Core
6 9 (0.34%) SLA
7 6 (0.23%) COBIT
7 6 (0.23%) ISO/IEC 27001
8 5 (0.19%) GxP
9 4 (0.15%) Basel II
9 4 (0.15%) ISO27002
9 4 (0.15%) Sarbanes-Oxley
10 3 (0.11%) IAS 39
11 2 (0.076%) Basel III
11 2 (0.076%) CRD IV
11 2 (0.076%) FINREP
12 1 (0.038%) BS7666
12 1 (0.038%) COREP
12 1 (0.038%) GAAP
System Software
1 18 (0.69%) Active Directory
2 14 (0.53%) VMware Infrastructure
3 13 (0.50%) HDFS
4 12 (0.46%) Apache Flume
5 11 (0.42%) Oracle RAC
6 4 (0.15%) vCloud
7 2 (0.076%) Docker
7 2 (0.076%) Hyper-V
7 2 (0.076%) Microsoft Virtual Server
8 1 (0.038%) vSphere
8 1 (0.038%) Xen
Systems Management
1 47 (1.79%) Control-M
2 33 (1.26%) HP Quality Center
3 18 (0.69%) Oozie
4 15 (0.57%) Oracle RMAN
5 13 (0.50%) Systems Management Server (SMS)
6 11 (0.42%) Opscode Chef
7 10 (0.38%) Puppet
8 8 (0.30%) Ambari
8 8 (0.30%) Oracle EDQ
9 5 (0.19%) Ansible
9 5 (0.19%) CA Single Sign-On
9 5 (0.19%) Data Guard
9 5 (0.19%) Jitterbit
9 5 (0.19%) Oracle Enterprise Manager
10 4 (0.15%) DBAmp
10 4 (0.15%) Grafana
10 4 (0.15%) Graphite
10 4 (0.15%) Nagios
10 4 (0.15%) OpenSSO
10 4 (0.15%) Tivoli
Vendors
1 766 (29.19%) Oracle
2 506 (19.28%) Microsoft
3 364 (13.87%) Informatica
4 170 (6.48%) SAP
5 145 (5.53%) Cognos
6 143 (5.45%) Tableau
7 125 (4.76%) IBM
8 78 (2.97%) Talend
9 74 (2.82%) Teradata
10 51 (1.94%) Ab Initio
11 43 (1.64%) Cloudera
12 39 (1.49%) Salesforce.com
13 38 (1.45%) Alteryx
14 32 (1.22%) Netezza
15 27 (1.03%) HP
16 26 (0.99%) VMware
17 23 (0.88%) Sybase
18 21 (0.80%) Hortonworks
18 21 (0.80%) Siebel
19 15 (0.57%) MicroStrategy
London
Venturi
Rate: £375 - £450 per day
Posted: 22 hours ago
City, London
Harrington Starr
Rate: £550 - £650 per day
Posted: 22 hours ago
Milton Keynes, Buckinghamshire
IT Executive Ltd
Rate: £300 - £330 per day
Posted: Yesterday
Surrey
Initi8 Recruitment
Rate: £475 - £525 Per Day
Posted: Yesterday
Bath, Avon
ISL
Rate: £300 - £350 per day
Posted: Yesterday
Buckinghamshire
IT Executive Ltd
Rate: £300 - £330 per day
Posted: Yesterday
London
Talent International
Rate: ££ Excellent Day
Posted: Yesterday
Northamptonshire
ReThink Recruitment
Rate: £0.00 per annum
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Rate: £400 - £500 per day + on call allowance
Posted: Yesterday
London
Harrington Starr
Rate: £400 - £450 per annum
Posted: Yesterday
City, London
Venturi
Rate: £400 - £475 per day
Posted: Yesterday
Northamptonshire
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: Yesterday
Swindon, Wiltshire
Square One Resources
Rate: Market Rates
Posted: Yesterday
City, London
Quant Capital
Rate: Up to £550 per day
Posted: 2 days ago
Hertfordshire
Oscar
Rate: £345 - £350 per day
Posted: 2 days ago
North West
Haybrook IT Resourcing Ltd
Rate: Up to £500 per day
Posted: 2 days ago
City, London
Lorien Resourcing
Rate: £450 - £500 per day
Posted: 2 days ago
London
X4 Group
Rate: £450 - 520 per day
Posted: 2 days ago
East London
Affinity Recruitment Ltd
Rate: From £300 to £375 per day
Posted: 2 days ago
East London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Rate: £250 - £350 Per Day
Posted: 2 days ago
South West
Opus Recruitment Solutions Ltd
Rate: £300 - £350 per day
Posted: 2 days ago
Reading, Berkshire
Salt
Rate: £300 - £350 per day
Posted: 2 days ago
South West London
Agile Recruitment
Rate: Based on experience
Posted: 3 days ago
Watford, Hertfordshire
Square One Resources
Rate: £500 per day
Posted: 3 days ago
London
Spencer Rose
Rate: From £450 to £500 per day
Posted: 3 days ago
Warrington, Cheshire
ninesharp
Rate: Market Rates
Posted: 3 days ago
Hampshire
Careerwise UK Limited
Rate: £450 per day
Posted: 3 days ago
Stratford-Upon-Avon, Warwickshire
Montash
Rate: £550 - £600 per day
Posted: 3 days ago
Suffolk
Oscar
Rate: £450 per day
Posted: 3 days ago
London
Reed Technology
Rate: £400 - £550 per day
Posted: 4 days ago