The table below looks at the statistics for ETL skills in IT contracts advertised for the England region. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 29 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
29 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 89 66 78
Rank change year-on-year
-23 +12
Contract jobs citing ETL 1331 1571 1325
As % of all contract IT jobs located in England 2.68% 2.98% 2.51%
As % of the Processes & Methodologies category 3.22% 3.67% 3.24%
Number of daily rates quoted 866 1122 789
Median daily rate £425 £425 £400
Median daily rate % change year-on-year
- +6.25%
90% offered a daily rate of more than £325 £300 £274
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 12 6 3
Median hourly rate £48.00 £27.50 £67.00
Median hourly rate % change year-on-year
+74.54% -58.95%
90% offered a hourly rate of more than £42.20 £22.75 £41.40
10% offered a hourly rate of more than £77.85 £37.50 £165.40
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%
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
41378 42813 40900
As % of all contract IT jobs located in England 83.41% 81.15% 77.51%
Number of daily rates quoted 27602 28419 26033
Median daily rate £450 £425 £413
Median daily rate % change year-on-year
+5.88% +3.03%
90% offered a daily rate of more than £300 £290 £275
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1058 1189 1138
Median hourly rate £32.00 £32.50 £23.50
Median hourly rate % change year-on-year
-1.53% +38.29%
90% offered a hourly rate of more than £13.00 £13.00 £12.50
10% offered a hourly rate of more than £50.00 £48.23 £47.50
UK excluding London median hourly rate £32.66 £34.00 £26.00
% change year-on-year
-3.95% +30.76%

ETL
Jobs Demand Trend in England

The demand trend of contract jobs across the England region citing ETL as a proportion of all IT contracts with a match in 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 29 September 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 29 September 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 median contractor rates quoted in IT jobs citing ETL within the England region over the 3 months to 29 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
London -26 616 £450 - 110
South East +9 182 £407 +1.75% 30
North West -8 144 £388 -8.82% 19
Yorkshire -9 106 £375 -6.25% 21
West Midlands -18 91 £390 +12.23% 11
East of England +12 62 £404 -10.30% 17
South West -23 54 £375 -3.84% 19
East Midlands -7 41 £375 -13.04% 4
North East -55 18 £371 -25.75% 2
Midlands -9 3 £450 +18.03%
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 29 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 England region with a requirement for ETL.

1 1458 (59.61%) SQL
2 1055 (43.13%) Data Warehouse
3 920 (37.61%) Business Intelligence
4 840 (34.34%) SQL Server
5 724 (29.60%) SQL Server Integration Services
6 622 (25.43%) Oracle
7 601 (24.57%) Agile Software Development
8 594 (24.28%) Finance
9 550 (22.49%) Data Modelling
10 480 (19.62%) SQL Server Reporting Services
11 456 (18.64%) Migration
12 427 (17.46%) Microsoft
13 404 (16.52%) Java
14 387 (15.82%) T-SQL
15 386 (15.78%) SQL Server Analysis Services
16 311 (12.71%) Big Data
17 304 (12.43%) Data Migration
18 282 (11.53%) Analytics
19 251 (10.26%) Informatica
20 235 (9.61%) PL/SQL
20 235 (9.61%) Hadoop
21 229 (9.36%) Analytical Skills
22 224 (9.16%) Relational Database
23 222 (9.08%) Data Quality
24 220 (8.99%) Data Analysis
25 218 (8.91%) SAP
26 211 (8.63%) Linux
27 208 (8.50%) Kimball Methodology
28 203 (8.30%) BusinessObjects
29 202 (8.26%) ETL Development

ETL
Top Related IT Skills in England 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
1 113 (4.62%) Apache Spark
2 98 (4.01%) SAS
3 78 (3.19%) SharePoint
4 49 (2.00%) Apache
5 42 (1.72%) Apache Pig
6 38 (1.55%) Elasticsearch
7 31 (1.27%) Oracle Service Bus
8 30 (1.23%) WebLogic
9 18 (0.74%) Confluence
9 18 (0.74%) Oracle Workflow
10 17 (0.70%) JBoss
11 16 (0.65%) Oracle SOA Suite
11 16 (0.65%) Tomcat
12 14 (0.57%) IIS
12 14 (0.57%) WebSphere
13 10 (0.41%) Apache Solr
13 10 (0.41%) Jetty
14 8 (0.33%) BizTalk Server
15 7 (0.29%) CMS
15 7 (0.29%) SharePoint 2013
Applications
1 166 (6.79%) MS Excel
2 53 (2.17%) MS Office
3 33 (1.35%) MS PowerPoint
4 21 (0.86%) SPSS
5 12 (0.49%) MS Visio
6 7 (0.29%) MS Project
7 6 (0.25%) Spreadsheet
8 2 (0.082%) InfoPath
8 2 (0.082%) Photoshop
9 1 (0.041%) Stata
Business Applications
1 51 (2.09%) Oracle EBS
2 39 (1.59%) Oracle EBS R12
3 20 (0.82%) Dynamics CRM
4 16 (0.65%) Cognos Business Intelligence
5 15 (0.61%) IBM Operational Decision Manager
5 15 (0.61%) Oracle Applications
6 14 (0.57%) SAP Oil and Gas
7 12 (0.49%) SAP FI
8 10 (0.41%) Oracle Payables
8 10 (0.41%) SAP ERP
9 9 (0.37%) Cognos TM1
9 9 (0.37%) Dynamics NAV
9 9 (0.37%) HFM
9 9 (0.37%) Salesforce.com CRM
10 7 (0.29%) Hyperion Planning
10 7 (0.29%) SAP CRM
11 6 (0.25%) Dynamics AX
11 6 (0.25%) SAP IS-U
11 6 (0.25%) SAP SD
12 5 (0.20%) SAP APO
Cloud Services
1 92 (3.76%) Amazon AWS
2 50 (2.04%) Microsoft Azure
3 24 (0.98%) GitHub
4 19 (0.78%) SaaS
5 18 (0.74%) Boomi
6 12 (0.49%) Google Analytics
7 9 (0.37%) Force.com
8 8 (0.33%) Amazon EMR
8 8 (0.33%) Google Cloud Platform
9 7 (0.29%) Amazon S3
9 7 (0.29%) PaaS
10 6 (0.25%) Azure Active Directory
10 6 (0.25%) Cloud Computing
10 6 (0.25%) IaaS
10 6 (0.25%) SuccessFactors
11 4 (0.16%) Heroku
12 3 (0.12%) AWS Lambda
12 3 (0.12%) Google Apps
12 3 (0.12%) iPaaS
13 2 (0.082%) Google Tag Manager
Communications & Networking
1 22 (0.90%) FTP
2 16 (0.65%) Network Security
3 15 (0.61%) Internet
4 12 (0.49%) Firewall
4 12 (0.49%) TCP/IP
5 7 (0.29%) LDAP
5 7 (0.29%) SAN
6 6 (0.25%) LAN
7 5 (0.20%) WAN
8 4 (0.16%) Intranet
8 4 (0.16%) NAS
9 3 (0.12%) CTI
9 3 (0.12%) HTTP
9 3 (0.12%) PuTTY
10 2 (0.082%) DNS
10 2 (0.082%) Ethernet
10 2 (0.082%) Kerberos
10 2 (0.082%) Skype
10 2 (0.082%) SNMP
10 2 (0.082%) VPN
Database & Business Intelligence
1 1055 (43.13%) Data Warehouse
2 840 (34.34%) SQL Server
3 724 (29.60%) SQL Server Integration Services
4 480 (19.62%) SQL Server Reporting Services
5 386 (15.78%) SQL Server Analysis Services
6 311 (12.71%) Big Data
7 235 (9.61%) Hadoop
8 224 (9.16%) Relational Database
9 203 (8.30%) BusinessObjects
10 194 (7.93%) SQL Server 2012
11 179 (7.32%) Oracle Database
12 154 (6.30%) SQL Server 2014
13 143 (5.85%) OLAP
14 141 (5.76%) SQL Server 2008
15 115 (4.70%) QlikView
16 105 (4.29%) NoSQL
17 103 (4.21%) Apache Hive
18 100 (4.09%) SAP Data Services
19 89 (3.64%) MongoDB
20 84 (3.43%) Oracle ODI
Development Applications
1 186 (7.60%) Talend Open Studio
2 86 (3.52%) Team Foundation Server
3 84 (3.43%) JIRA
4 81 (3.31%) Jenkins
5 66 (2.70%) Visual Studio
6 63 (2.58%) ERwin
7 49 (2.00%) Git (software)
8 37 (1.51%) Subversion
9 32 (1.31%) JUnit
10 31 (1.27%) LSMW
10 31 (1.27%) Oracle APEX
11 29 (1.19%) SQL Server Management Studio (SSMS)
12 25 (1.02%) Maven
13 21 (0.86%) Cucumber
13 21 (0.86%) Oracle Forms
14 19 (0.78%) Toad
15 17 (0.70%) IntelliJ
16 13 (0.53%) ClearQuest
17 12 (0.49%) Gradle
17 12 (0.49%) Selenium
General
1 594 (24.28%) Finance
2 195 (7.97%) Banking
3 111 (4.54%) Retail
4 67 (2.74%) Marketing
5 56 (2.29%) Advertising
6 43 (1.76%) Investment Banking
7 34 (1.39%) Legal
7 34 (1.39%) Telecoms
8 32 (1.31%) Manufacturing
9 22 (0.90%) Back Office
9 22 (0.90%) Law
10 21 (0.86%) Pharmaceutical
11 18 (0.74%) Financial Institution
12 17 (0.70%) General Ledger
13 15 (0.61%) Front Office
14 12 (0.49%) Electronics
14 12 (0.49%) Publishing
15 11 (0.45%) Billing
16 10 (0.41%) Retail Banking
17 9 (0.37%) Games
Job Titles
1 1184 (48.41%) Developer
2 365 (14.92%) Analyst
3 364 (14.88%) ETL Developer
4 361 (14.76%) SQL Developer
5 257 (10.51%) Business Intelligence Developer
6 248 (10.14%) Architect
7 180 (7.36%) Consultant
8 172 (7.03%) SSIS Developer
9 156 (6.38%) Data Analyst
10 139 (5.68%) Data Architect
11 117 (4.78%) Oracle Developer
12 106 (4.33%) Data Warehouse Developer
13 104 (4.25%) DBA
14 93 (3.80%) ETL Analyst
15 90 (3.68%) Senior Developer
16 83 (3.39%) Business Developer
16 83 (3.39%) SSRS Developer
17 80 (3.27%) SQL BI Developer
18 76 (3.11%) SQL Server Developer
18 76 (3.11%) Tester
Libraries, Frameworks & Software Standards
1 174 (7.11%) XML
2 162 (6.62%) Web Services
3 142 (5.81%) .NET
4 98 (4.01%) MDX
5 64 (2.62%) SOAP
6 49 (2.00%) RESTful
7 47 (1.92%) HTML
8 38 (1.55%) JSON
8 38 (1.55%) Kafka
9 36 (1.47%) XSLT
10 35 (1.43%) ASP.NET
11 34 (1.39%) REST
12 33 (1.35%) Spring
13 31 (1.27%) Middleware
14 29 (1.19%) .NET Framework
15 28 (1.14%) J2EE
16 26 (1.06%) AngularJS
17 25 (1.02%) CSS
18 24 (0.98%) XSD
19 23 (0.94%) Apache CXF
Miscellaneous
1 229 (9.36%) Analytical Skills
2 171 (6.99%) Data Integration
3 113 (4.62%) Visualisation
4 80 (3.27%) Management Information System
5 76 (3.11%) Data Structures
6 62 (2.53%) Data Extraction
7 44 (1.80%) Computer Science
8 43 (1.76%) Enterprise Software
9 37 (1.51%) Replication
10 32 (1.31%) Credit Risk
10 32 (1.31%) NHS
10 32 (1.31%) Statistics
11 30 (1.23%) Data Conversion
12 27 (1.10%) Data Centre
12 27 (1.10%) Mathematics
13 25 (1.02%) Clustering
14 20 (0.82%) Equities
15 18 (0.74%) Fixed Income
16 17 (0.70%) User Experience
16 17 (0.70%) Virtual Team
Operating Systems
1 211 (8.63%) Linux
2 179 (7.32%) Unix
3 90 (3.68%) Windows
4 19 (0.78%) Windows Server
5 16 (0.65%) Red Hat Enterprise Linux
6 11 (0.45%) Solaris
7 8 (0.33%) AIX
8 7 (0.29%) Android
8 7 (0.29%) CentOS
8 7 (0.29%) Ubuntu
8 7 (0.29%) Windows Server 2003
8 7 (0.29%) Windows Server 2008
9 6 (0.25%) Apple iOS
9 6 (0.25%) Windows 7
10 5 (0.20%) Windows Server 2012
11 4 (0.16%) Windows XP
12 3 (0.12%) Mac OS X
13 2 (0.082%) HPUX
14 1 (0.041%) VMS
Processes & Methodologies
1 920 (37.61%) Business Intelligence
2 601 (24.57%) Agile Software Development
3 550 (22.49%) Data Modelling
4 456 (18.64%) Migration
5 304 (12.43%) Data Migration
6 282 (11.53%) Analytics
7 220 (8.99%) Data Analysis
8 208 (8.50%) Kimball Methodology
9 202 (8.26%) ETL Development
10 185 (7.56%) Data Management
11 162 (6.62%) Performance Tuning
12 137 (5.60%) Continuous Integration
13 136 (5.56%) Scrum
14 135 (5.52%) Dimensional Modelling
15 115 (4.70%) Unit Testing
16 102 (4.17%) Project Management
17 100 (4.09%) SOA
18 98 (4.01%) CRM
19 97 (3.97%) SDLC
20 96 (3.92%) Stakeholder Management
Programming Languages
1 1458 (59.61%) SQL
2 404 (16.52%) Java
3 387 (15.82%) T-SQL
4 235 (9.61%) PL/SQL
5 143 (5.85%) C#
6 122 (4.99%) Python
7 86 (3.52%) JavaScript
8 82 (3.35%) Shell Script
9 67 (2.74%) Scala
10 57 (2.33%) Perl
10 57 (2.33%) R
11 47 (1.92%) C
12 45 (1.84%) VBA
13 37 (1.51%) Bash Shell
14 35 (1.43%) PowerShell
15 31 (1.27%) PHP
16 29 (1.19%) C++
17 28 (1.14%) VB
18 18 (0.74%) ABAP
19 16 (0.65%) SAS Macro
Qualifications
1 138 (5.64%) Security Cleared
2 118 (4.82%) Degree
3 91 (3.72%) SC Cleared
4 23 (0.94%) Microsoft Certification
5 20 (0.82%) ISTQB
6 19 (0.78%) ISEB
7 18 (0.74%) BPSS Clearance
8 16 (0.65%) DV Cleared
9 10 (0.41%) Sun Certification
10 9 (0.37%) MCSA
10 9 (0.37%) MCSE
11 8 (0.33%) BC Cleared
12 7 (0.29%) MCITP
13 6 (0.25%) CIMA
14 5 (0.20%) MCTS
15 4 (0.16%) CTC Cleared
15 4 (0.16%) HNC
15 4 (0.16%) ISTQB Foundation Certification
15 4 (0.16%) PhD
15 4 (0.16%) PMI Certification
Quality Assurance & Compliance
1 222 (9.08%) Data Quality
2 90 (3.68%) QA
3 23 (0.94%) Solvency II
4 17 (0.70%) Disclosure Scotland
5 15 (0.61%) SLA
6 9 (0.37%) Sarbanes-Oxley
7 7 (0.29%) GxP
8 4 (0.16%) GAAP
9 3 (0.12%) COBIT
9 3 (0.12%) MiFID
10 2 (0.082%) Dodd-Frank
10 2 (0.082%) EMIR
10 2 (0.082%) FATCA
10 2 (0.082%) PCI DSS
11 1 (0.041%) Basel III
11 1 (0.041%) GCP
11 1 (0.041%) HL7
11 1 (0.041%) ISO 9001
11 1 (0.041%) ISO/IEC 27001
11 1 (0.041%) ISO20022
System Software
1 50 (2.04%) HDFS
2 46 (1.88%) Apache Flume
3 39 (1.59%) Active Directory
4 16 (0.65%) Oracle RAC
5 12 (0.49%) VMware Infrastructure
6 10 (0.41%) Docker
7 9 (0.37%) Apache ZooKeeper
8 7 (0.29%) Virtual Machines
9 4 (0.16%) VMware Workstation
10 2 (0.082%) NFS
10 2 (0.082%) VirtualBox
10 2 (0.082%) Xen
11 1 (0.041%) Ceph
11 1 (0.041%) Hyper-V
11 1 (0.041%) KVM
11 1 (0.041%) Oracle Clusterware
11 1 (0.041%) Samba
11 1 (0.041%) Tivoli Workload Scheduler
Systems Management
1 46 (1.88%) Control-M
2 19 (0.78%) Oracle Enterprise Manager
2 19 (0.78%) Puppet
3 17 (0.70%) HP Quality Center
4 16 (0.65%) Hadoop YARN
5 15 (0.61%) Opscode Chef
6 14 (0.57%) Kibana
7 13 (0.53%) Ansible
8 12 (0.49%) Oracle RMAN
9 11 (0.45%) logstash
9 11 (0.45%) Oozie
10 9 (0.37%) Failover Clustering
10 9 (0.37%) Nagios
10 9 (0.37%) Rsyslog
11 7 (0.29%) Data Guard
12 6 (0.25%) MOM
13 4 (0.16%) Ambari
14 3 (0.12%) Mesos
14 3 (0.12%) Microsoft Clustering
14 3 (0.12%) OpenSSO
Vendors
1 622 (25.43%) Oracle
2 427 (17.46%) Microsoft
3 251 (10.26%) Informatica
4 218 (8.91%) SAP
5 186 (7.60%) Talend
6 135 (5.52%) Tableau
7 100 (4.09%) Cognos
7 100 (4.09%) IBM
8 77 (3.15%) Ab Initio
9 69 (2.82%) Teradata
10 67 (2.74%) Vertica
11 63 (2.58%) Netezza
12 62 (2.53%) Salesforce.com
13 45 (1.84%) Cloudera
14 34 (1.39%) Hyperion
15 29 (1.19%) Sybase
16 25 (1.02%) MicroStrategy
17 23 (0.94%) HP
18 20 (0.82%) Google
18 20 (0.82%) VMware
Birmingham
Vivid Resourcing
Rate: £500 - £550 per annum
Posted: Yesterday
London
Nigel Frank International Ltd
Posted: 17 hours ago
Wiltshire
Nigel Frank International
Rate: £400 - £440 per day
Posted: Yesterday
City, London
Ebury
Rate: £300.00 - £350.00 per day
Posted: 1 hour ago
South West
ReThink Recruitment
Rate: £165 - £175 per day
Posted: 19 hours ago
South Yorkshire
Vivid Resourcing
Rate: £250 - £280 per day
Posted: 2 days ago
London
Networkers
Rate: £385 per day
Posted: Yesterday
Birmingham, West Midlands (County)
Experis Ltd
Rate: £1 per annum + Competative Rate
Posted: Yesterday
South West
Austin Fraser
Posted: Yesterday
Bristol, Avon
HAYS INFORMATION TECHNOLOGY
Rate: £300 - £350 per day
Posted: Yesterday
London
Nigel Frank International
Posted: 2 days ago
London
Lorien Resourcing
Posted: 23 hours ago
London
Vivid Resourcing
Posted: 2 days ago
Nottingham
Nigel Frank International
Rate: £275 - £300 per day
Posted: 3 days ago
Warwickshire
Nigel Frank International
Rate: £325 - £350 per day
Posted: 3 days ago
Birmingham, West Midlands (County)
Experis Ltd
Posted: 3 days ago
West London
Experis Ltd
Rate: £350 - £380 per day
Posted: Yesterday
Sheffield
Vivid Resourcing
Rate: Negotiable
Posted: 6 days ago
Hertfordshire
Opus Recruitment Solutions Ltd
Rate: £325 - £375 per day
Posted: 5 days ago
London
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 4 days ago
Sheffield
Vivid Resourcing
Rate: £350 - £400 per day
Posted: 7 days ago
Fleet, Hampshire
Icore Tech
Rate: £350 - £450 per day
Posted: 2 days ago
City, London
TEKsystems
Rate: £550 - £600 per day
Posted: 2 days ago
London
Computer People
Posted: 6 days ago
London
Parallel Consulting
Rate: £475 - £600 per day + experience dependant
Posted: 18 hours ago
London
Venturi
Rate: £300 - £380 per day + Remote Work
Posted: 5 days ago
City, London
TEKsystems
Rate: £1 per day + market rate
Posted: 6 days ago
London
McGregor Boyall
Rate: £600 - £650 per annum
Posted: 2 days ago
Havant, Hampshire
Sopra Steria Recruitment
Rate: Unspecified Competitive
Posted: Yesterday
Nottinghamshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £425.00 per day
Posted: 2 days ago