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 31 August 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 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 87 70 77
Rank change year-on-year
-17 +7
Contract jobs citing ETL 1348 1484 1240
As % of all contract IT jobs located in England 2.69% 2.79% 2.46%
As % of the Processes & Methodologies category 3.23% 3.47% 3.12%
Number of daily rates quoted 891 1023 720
Median daily rate £425 £425 £425
90% offered a daily rate of more than £325 £300 £280
10% offered a daily rate of more than £550 £550 £550
UK excluding London median daily rate £400 £400 £369
% change year-on-year
- +8.47%
Number of hourly rates quoted 9 7 3
Median hourly rate £48.00 £25.00 £67.00
Median hourly rate % change year-on-year
+92.00% -62.68%
90% offered a hourly rate of more than £36.10 £22.50 £41.40
10% offered a hourly rate of more than £99.40 £31.20 £165.40
UK excluding London median hourly rate £44.00 £29.50 £67.00
% change year-on-year
+49.15% -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
41710 42817 39755
As % of all contract IT jobs located in England 83.12% 80.53% 78.95%
Number of daily rates quoted 27739 28398 25061
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 £580 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1029 1151 1110
Median hourly rate £30.00 £31.44 £23.00
Median hourly rate % change year-on-year
-4.58% +36.69%
90% offered a hourly rate of more than £12.75 £13.00 £12.50
10% offered a hourly rate of more than £52.00 £50.00 £46.00
UK excluding London median hourly rate £31.00 £32.50 £25.75
% change year-on-year
-4.61% +26.21%

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 31 August 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 31 August 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 31 August 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 -18 641 £463 +2.77% 99
South East -3 191 £407 -1.33% 39
North West -8 130 £375 -11.76% 22
Yorkshire -1 107 £400 - 21
West Midlands -7 94 £390 +14.28% 6
East of England +20 59 £420 +12.00% 1
South West -25 48 £381 +1.66% 14
East Midlands -6 37 £400 -4.47% 9
North East -25 26 £425 -11.45% 1
Midlands -9 3 £450 -10.00%
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 31 August 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 1423 (58.22%) SQL
2 997 (40.79%) Data Warehouse
3 926 (37.89%) Business Intelligence
4 862 (35.27%) SQL Server
5 681 (27.86%) SQL Server Integration Services
6 673 (27.54%) Oracle
7 620 (25.37%) Finance
8 585 (23.94%) Agile Software Development
9 562 (23.00%) Data Modelling
10 485 (19.84%) Migration
11 441 (18.04%) SQL Server Reporting Services
12 430 (17.59%) Microsoft
13 395 (16.16%) Java
14 388 (15.88%) T-SQL
15 364 (14.89%) SQL Server Analysis Services
16 323 (13.22%) Data Migration
17 290 (11.87%) Big Data
18 286 (11.70%) Informatica
19 285 (11.66%) Analytics
20 260 (10.64%) PL/SQL
21 223 (9.12%) Data Quality
22 222 (9.08%) SAP
23 218 (8.92%) Analytical Skills
24 215 (8.80%) Hadoop
25 208 (8.51%) Relational Database
26 200 (8.18%) Data Analysis
27 195 (7.98%) Linux
28 194 (7.94%) Talend Open Studio
28 194 (7.94%) Talend
29 193 (7.90%) SQL Server 2012

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
1 101 (4.13%) SAS
2 98 (4.01%) Apache Spark
3 78 (3.19%) SharePoint
4 45 (1.84%) Apache
4 45 (1.84%) Apache Pig
5 36 (1.47%) Elasticsearch
5 36 (1.47%) WebLogic
6 31 (1.27%) Oracle Service Bus
7 17 (0.70%) Confluence
7 17 (0.70%) JBoss
8 16 (0.65%) Oracle SOA Suite
8 16 (0.65%) WebSphere
9 15 (0.61%) Oracle Workflow
9 15 (0.61%) Tomcat
10 10 (0.41%) Apache Solr
10 10 (0.41%) Jetty
11 9 (0.37%) BizTalk Server
12 7 (0.29%) CMS
12 7 (0.29%) SharePoint 2013
13 6 (0.25%) IIS
Applications
1 162 (6.63%) MS Excel
2 51 (2.09%) MS Office
3 33 (1.35%) MS PowerPoint
4 17 (0.70%) SPSS
5 15 (0.61%) MS Visio
6 7 (0.29%) MS Project
7 4 (0.16%) Spreadsheet
Business Applications
1 55 (2.25%) Oracle EBS
2 40 (1.64%) Oracle EBS R12
3 23 (0.94%) Dynamics CRM
4 15 (0.61%) Cognos Business Intelligence
4 15 (0.61%) SAP Oil and Gas
5 14 (0.57%) HFM
6 13 (0.53%) IBM Operational Decision Manager
6 13 (0.53%) Oracle Applications
7 12 (0.49%) SAP ERP
8 10 (0.41%) SAP FI
8 10 (0.41%) SAP IS-U
9 8 (0.33%) Cognos TM1
9 8 (0.33%) Hyperion Planning
9 8 (0.33%) Oracle Payables
9 8 (0.33%) Salesforce.com CRM
10 7 (0.29%) Dynamics AX
10 7 (0.29%) SAP CRM
10 7 (0.29%) SAP MDM
11 6 (0.25%) Dynamics NAV
11 6 (0.25%) SAP SD
Cloud Services
1 95 (3.89%) Amazon AWS
2 48 (1.96%) Microsoft Azure
3 23 (0.94%) GitHub
4 18 (0.74%) Boomi
5 16 (0.65%) SaaS
6 10 (0.41%) Amazon S3
6 10 (0.41%) Google Analytics
7 9 (0.37%) Force.com
7 9 (0.37%) Google Cloud Platform
8 8 (0.33%) Amazon Kinesis
8 8 (0.33%) AWS Elastic Beanstalk
9 6 (0.25%) Amazon EMR
9 6 (0.25%) Azure Active Directory
9 6 (0.25%) PaaS
9 6 (0.25%) SuccessFactors
10 5 (0.20%) Cloud Computing
10 5 (0.20%) IaaS
11 4 (0.16%) Heroku
11 4 (0.16%) Veeva
12 3 (0.12%) iPaaS
Communications & Networking
1 21 (0.86%) FTP
2 17 (0.70%) Network Security
3 15 (0.61%) Internet
4 7 (0.29%) SAN
5 6 (0.25%) LDAP
6 5 (0.20%) LAN
7 4 (0.16%) HTTP
7 4 (0.16%) Intranet
7 4 (0.16%) NAS
7 4 (0.16%) WAN
8 3 (0.12%) CTI
8 3 (0.12%) SNMP
8 3 (0.12%) TCP/IP
9 2 (0.082%) Firewall
9 2 (0.082%) PuTTY
9 2 (0.082%) Skype
9 2 (0.082%) VPN
9 2 (0.082%) Wireless
10 1 (0.041%) Extranet
10 1 (0.041%) Remote Desktop
Database & Business Intelligence
1 997 (40.79%) Data Warehouse
2 862 (35.27%) SQL Server
3 681 (27.86%) SQL Server Integration Services
4 441 (18.04%) SQL Server Reporting Services
5 364 (14.89%) SQL Server Analysis Services
6 290 (11.87%) Big Data
7 215 (8.80%) Hadoop
8 208 (8.51%) Relational Database
9 193 (7.90%) SQL Server 2012
10 192 (7.86%) Oracle Database
11 178 (7.28%) BusinessObjects
12 154 (6.30%) SQL Server 2014
13 142 (5.81%) SQL Server 2008
14 128 (5.24%) OLAP
15 110 (4.50%) QlikView
16 99 (4.05%) SAP Data Services
17 98 (4.01%) NoSQL
18 97 (3.97%) Apache Hive
19 92 (3.76%) MongoDB
20 86 (3.52%) Oracle ODI
Development Applications
1 194 (7.94%) Talend Open Studio
2 80 (3.27%) Team Foundation Server
3 77 (3.15%) Jenkins
4 68 (2.78%) ERwin
5 64 (2.62%) JIRA
6 62 (2.54%) Visual Studio
7 48 (1.96%) Git (software)
8 38 (1.55%) Subversion
9 34 (1.39%) LSMW
10 33 (1.35%) JUnit
11 30 (1.23%) SQL Server Management Studio (SSMS)
12 29 (1.19%) Oracle APEX
13 23 (0.94%) Maven
14 22 (0.90%) Cucumber
14 22 (0.90%) Oracle Forms
15 17 (0.70%) Toad
16 16 (0.65%) IntelliJ
17 14 (0.57%) Atlassian Bamboo
18 13 (0.53%) ClearQuest
19 11 (0.45%) PVCS
General
1 620 (25.37%) Finance
2 186 (7.61%) Banking
3 120 (4.91%) Retail
4 70 (2.86%) Marketing
5 55 (2.25%) Advertising
6 40 (1.64%) Legal
7 39 (1.60%) Investment Banking
8 35 (1.43%) Manufacturing
8 35 (1.43%) Telecoms
9 24 (0.98%) Pharmaceutical
10 22 (0.90%) Law
11 21 (0.86%) Back Office
11 21 (0.86%) Front Office
12 19 (0.78%) Financial Institution
13 14 (0.57%) Electronics
14 13 (0.53%) General Ledger
15 12 (0.49%) Billing
15 12 (0.49%) Games
15 12 (0.49%) Publishing
16 11 (0.45%) Retail Banking
Job Titles
1 1189 (48.65%) Developer
2 380 (15.55%) SQL Developer
3 375 (15.34%) ETL Developer
4 368 (15.06%) Analyst
5 249 (10.19%) Architect
6 240 (9.82%) Business Intelligence Developer
7 184 (7.53%) Consultant
8 170 (6.96%) SSIS Developer
9 149 (6.10%) Data Analyst
10 134 (5.48%) Data Architect
11 122 (4.99%) Oracle Developer
12 100 (4.09%) Senior Developer
13 99 (4.05%) Data Warehouse Developer
14 94 (3.85%) SQL Server Developer
15 93 (3.81%) DBA
16 88 (3.60%) ETL Analyst
17 87 (3.56%) Tester
18 79 (3.23%) Business Developer
19 77 (3.15%) SSRS Developer
20 75 (3.07%) Java Developer
Libraries, Frameworks & Software Standards
1 160 (6.55%) XML
2 147 (6.01%) .NET
3 140 (5.73%) Web Services
4 84 (3.44%) MDX
5 66 (2.70%) SOAP
6 41 (1.68%) HTML
7 40 (1.64%) RESTful
8 39 (1.60%) ASP.NET
8 39 (1.60%) REST
9 36 (1.47%) .NET Framework
10 35 (1.43%) Kafka
11 33 (1.35%) Middleware
12 31 (1.27%) XSLT
13 30 (1.23%) Spring
14 29 (1.19%) JSON
15 23 (0.94%) AngularJS
15 23 (0.94%) CSS
15 23 (0.94%) XSD
16 22 (0.90%) Apache CXF
16 22 (0.90%) HTML5
Miscellaneous
1 218 (8.92%) Analytical Skills
2 181 (7.41%) Data Integration
3 104 (4.26%) Visualisation
4 75 (3.07%) Management Information System
5 66 (2.70%) Data Structures
6 57 (2.33%) Data Extraction
7 46 (1.88%) Computer Science
8 43 (1.76%) Enterprise Software
9 40 (1.64%) Credit Risk
10 34 (1.39%) Replication
11 32 (1.31%) Data Conversion
12 25 (1.02%) Fixed Income
13 24 (0.98%) Mathematics
13 24 (0.98%) NHS
14 23 (0.94%) Clustering
15 22 (0.90%) Equities
16 21 (0.86%) Algorithms
17 19 (0.78%) Digital Media
18 18 (0.74%) User Experience
18 18 (0.74%) Virtual Team
Operating Systems
1 195 (7.98%) Linux
2 174 (7.12%) Unix
3 85 (3.48%) Windows
4 17 (0.70%) Red Hat Enterprise Linux
5 16 (0.65%) Windows Server
6 12 (0.49%) Solaris
7 10 (0.41%) AIX
8 7 (0.29%) Ubuntu
9 6 (0.25%) Android
9 6 (0.25%) CentOS
10 5 (0.20%) Apple iOS
11 4 (0.16%) Mac OS X
11 4 (0.16%) Windows Server 2003
11 4 (0.16%) Windows Server 2008
12 3 (0.12%) Windows 7
12 3 (0.12%) Windows Server 2012
13 2 (0.082%) HPUX
14 1 (0.041%) VMS
14 1 (0.041%) Windows XP
Processes & Methodologies
1 926 (37.89%) Business Intelligence
2 585 (23.94%) Agile Software Development
3 562 (23.00%) Data Modelling
4 485 (19.84%) Migration
5 323 (13.22%) Data Migration
6 285 (11.66%) Analytics
7 200 (8.18%) Data Analysis
8 193 (7.90%) Kimball Methodology
9 189 (7.73%) Data Management
10 188 (7.69%) ETL Development
11 145 (5.93%) Performance Tuning
12 141 (5.77%) Dimensional Modelling
13 138 (5.65%) Continuous Integration
14 135 (5.52%) Scrum
15 124 (5.07%) Unit Testing
16 106 (4.34%) Data Architecture
17 104 (4.26%) Data Transformation
18 102 (4.17%) CRM
18 102 (4.17%) Stakeholder Management
19 98 (4.01%) SOA
Programming Languages
1 1423 (58.22%) SQL
2 395 (16.16%) Java
3 388 (15.88%) T-SQL
4 260 (10.64%) PL/SQL
5 143 (5.85%) C#
6 102 (4.17%) Python
7 87 (3.56%) JavaScript
8 85 (3.48%) Shell Script
9 58 (2.37%) Scala
10 50 (2.05%) R
11 44 (1.80%) VBA
12 38 (1.55%) C
12 38 (1.55%) Perl
13 36 (1.47%) C++
14 34 (1.39%) PHP
15 31 (1.27%) PowerShell
16 30 (1.23%) Bash Shell
17 22 (0.90%) VB
18 17 (0.70%) ABAP
19 15 (0.61%) SAS Macro
Qualifications
1 133 (5.44%) Security Cleared
2 107 (4.38%) Degree
3 81 (3.31%) SC Cleared
4 27 (1.10%) ISEB
5 25 (1.02%) Microsoft Certification
6 20 (0.82%) ISTQB
7 18 (0.74%) BPSS Clearance
8 17 (0.70%) DV Cleared
9 10 (0.41%) Sun Certification
10 9 (0.37%) MCITP
10 9 (0.37%) MCSA
10 9 (0.37%) MCSE
11 8 (0.33%) ISTQB Foundation Certification
12 7 (0.29%) BC Cleared
12 7 (0.29%) CIMA
13 5 (0.20%) CTC Cleared
13 5 (0.20%) MCTS
14 4 (0.16%) HNC
14 4 (0.16%) HND
14 4 (0.16%) PMI Certification
Quality Assurance & Compliance
1 223 (9.12%) Data Quality
2 91 (3.72%) QA
3 27 (1.10%) Solvency II
4 19 (0.78%) Disclosure Scotland
5 12 (0.49%) SLA
6 9 (0.37%) Sarbanes-Oxley
7 7 (0.29%) GxP
8 6 (0.25%) FATCA
8 6 (0.25%) MiFID
9 4 (0.16%) Dodd-Frank
9 4 (0.16%) EMIR
9 4 (0.16%) GAAP
10 3 (0.12%) COBIT
11 2 (0.082%) GCP
11 2 (0.082%) PCI DSS
12 1 (0.041%) Basel III
12 1 (0.041%) HL7
12 1 (0.041%) ISO 9001
12 1 (0.041%) ISO/IEC 27001
12 1 (0.041%) ISO20022
System Software
1 41 (1.68%) HDFS
2 39 (1.60%) Apache Flume
3 34 (1.39%) Active Directory
4 17 (0.70%) Oracle RAC
5 16 (0.65%) Docker
6 10 (0.41%) VMware Infrastructure
7 8 (0.33%) Apache ZooKeeper
7 8 (0.33%) Virtual Machines
8 2 (0.082%) NFS
8 2 (0.082%) VirtualBox
8 2 (0.082%) Xen
9 1 (0.041%) Ceph
9 1 (0.041%) Hyper-V
9 1 (0.041%) KVM
9 1 (0.041%) Oracle Clusterware
9 1 (0.041%) Samba
9 1 (0.041%) Tivoli Workload Scheduler
9 1 (0.041%) VMware Workstation
Systems Management
1 49 (2.00%) Control-M
2 23 (0.94%) HP Quality Center
3 18 (0.74%) Oracle Enterprise Manager
3 18 (0.74%) Puppet
4 15 (0.61%) Hadoop YARN
4 15 (0.61%) Opscode Chef
5 14 (0.57%) Ansible
5 14 (0.57%) Oracle RMAN
6 11 (0.45%) Kibana
6 11 (0.45%) Oozie
7 9 (0.37%) Failover Clustering
7 9 (0.37%) logstash
8 8 (0.33%) Data Guard
9 7 (0.29%) Ambari
9 7 (0.29%) Nagios
10 6 (0.25%) MOM
11 3 (0.12%) Mesos
12 2 (0.082%) OpenNMS
12 2 (0.082%) ZABBIX
12 2 (0.082%) Zenoss
Vendors
1 673 (27.54%) Oracle
2 430 (17.59%) Microsoft
3 286 (11.70%) Informatica
4 222 (9.08%) SAP
5 194 (7.94%) Talend
6 134 (5.48%) Tableau
7 108 (4.42%) IBM
8 100 (4.09%) Cognos
9 79 (3.23%) Ab Initio
10 67 (2.74%) Teradata
11 65 (2.66%) Vertica
12 60 (2.45%) Salesforce.com
13 54 (2.21%) Netezza
14 43 (1.76%) Cloudera
15 33 (1.35%) Hyperion
16 25 (1.02%) Sybase
17 24 (0.98%) HP
18 22 (0.90%) MicroStrategy
19 19 (0.78%) Google
19 19 (0.78%) Hortonworks
Bristol, Avon
Opus Recruitment Solutions Ltd
Rate: £500 per day
Posted: 42 minutes ago
City, London
Oscar
Rate: £400 - £525 per day
Posted: 8 hours ago
London
Venturi
Rate: £350 - £400 per day
Posted: 8 hours ago
London
Nigel Frank International
Rate: £350 - £420 per day
Posted: Yesterday
West Yorkshire
Rullion IT Plus
Rate: £325 - £350 per day
Posted: Yesterday
London
Hays Finance Technology
Rate: £400.00 - £450.00 per day
Posted: Yesterday
Chester, Cheshire
TEKsystems
Rate: £300 - £350 per day
Posted: 7 hours ago
West London
Experis Ltd
Rate: £40 - £48 per hour
Posted: 3 hours ago
London
Mortimer Spinks
Rate: Market Rates
Posted: 8 hours ago
Bath, Avon
CPS Group UK
Rate: £250 - £275 per day
Posted: Yesterday
London
Stratospherec
Rate: Up to £550 per day
Posted: Yesterday
Leicester, Leicestershire
Uniting Ambition
Rate: £240 - 280 per day
Posted: Yesterday
East London
Eaglecliff
Rate: From £450 to £500 per annum
Posted: Yesterday
City, London
TEKsystems
Rate: £300 - £320 per day
Posted: Yesterday
Leicester
Nigel Frank International
Rate: £450 - £475 per day
Posted: Yesterday
London
Proteus Europe
Posted: Yesterday
Warwick, Warwickshire
Spring Technology
Rate: £450.00 - £500 per day
Posted: Yesterday
City, London
Venturi
Rate: £300 - £400 per day
Posted: 5 days ago
West Midlands
KDR Recruitment
Rate: £350 - £475 per day + likely extension
Posted: Yesterday
Huddersfield
Nigel Frank International
Rate: £500 - £501 per day
Posted: 5 days ago
Bristol, Avon
Opus Recruitment Solutions Ltd
Rate: £350 - £400 per day
Posted: 5 days ago
London
Parallel Consulting
Rate: £450 - £550 per day
Posted: 4 days ago
City, London
Venturi
Rate: £450 - £525 per day
Posted: 6 days ago
Birmingham, West Midlands (County)
Experis Ltd
Rate: £350 - £370 per day
Posted: 19 hours ago
City, London
Hatstand Limited
Posted: 6 days ago
Bristol
Hays Specialist Recruitment Ltd
Rate: £300.00 - £350.00 per day
Posted: 7 days ago
London
Networking People
Posted: 6 days ago
Croydon
Talent Point
Rate: £500.00 - £525.00 per day + 12 months +
Posted: 7 days ago
England
Eligo Recruitment
Rate: £600 - £650 per day + Travel & Bonus
Posted: 8 days ago
Southampton, Hampshire
83Zero
Rate: From £375 to £400 per day
Posted: 6 days ago