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 27 May 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
27 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 104 65 87
Rank change year-on-year
-39 +22
Contract jobs citing ETL 1121 1452 1117
As % of all contract IT jobs located in England 2.24% 2.94% 2.33%
As % of the Processes & Methodologies category 2.73% 3.70% 2.98%
Number of daily rates quoted 786 998 754
Median daily rate £425 £425 £425
90% offered a daily rate of more than £313 £300 £275
10% offered a daily rate of more than £550 £550 £538
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 5 9 14
Median hourly rate £20.50 £37.00 £48.75
Median hourly rate % change year-on-year
-44.59% -24.10%
UK excluding London median hourly rate £20.50 £33.50 £55.00
% change year-on-year
-38.80% -39.09%
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
41115 39220 37496
As % of all contract IT jobs located in England 82.13% 79.37% 78.06%
Number of daily rates quoted 27556 25280 24056
Median daily rate £450 £415 £400
Median daily rate % change year-on-year
+8.43% +3.75%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £570
UK excluding London median daily rate £400 £385 £375
% change year-on-year
+3.89% +2.66%
Number of hourly rates quoted 923 1120 1132
Median hourly rate £27.50 £28.69 £28.50
Median hourly rate % change year-on-year
-4.14% +0.66%
90% offered a hourly rate of more than £12.75 £12.00 £12.50
10% offered a hourly rate of more than £47.50 £47.83 £47.50
UK excluding London median hourly rate £33.00 £30.00 £30.00
% change year-on-year
+10.00% -

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 27 May 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 27 May 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 27 May 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 -47 505 £450 - 144
South East -21 174 £390 -5.45% 38
North West -14 103 £413 +3.12% 23
West Midlands +6 87 £400 +14.28% 23
East of England +19 75 £450 +12.14% 13
Yorkshire -20 66 £375 -5.89% 8
South West -39 44 £345 -8.00% 15
East Midlands -2 34 £425 +6.25% 5
North East -50 19 £350 -25.33% 2
Midlands +8 12 £425 +57.40% 1
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 27 May 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 1271 (56.34%) SQL
2 901 (39.94%) Data Warehouse
3 808 (35.82%) Business Intelligence
4 801 (35.51%) SQL Server
5 644 (28.55%) Oracle
6 567 (25.13%) SQL Server Integration Services
7 548 (24.29%) Finance
8 530 (23.49%) Data Modelling
9 469 (20.79%) Agile Software Development
10 467 (20.70%) Migration
11 412 (18.26%) Microsoft
12 370 (16.40%) SQL Server Reporting Services
13 356 (15.78%) T-SQL
14 343 (15.20%) Java
15 329 (14.58%) Data Migration
16 296 (13.12%) SQL Server Analysis Services
17 254 (11.26%) Data Quality
18 252 (11.17%) Informatica
19 248 (10.99%) Analytics
20 236 (10.46%) PL/SQL
21 210 (9.31%) Big Data
22 200 (8.87%) Oracle Database
23 192 (8.51%) Analytical Skills
23 192 (8.51%) SAP
23 192 (8.51%) Data Management
23 192 (8.51%) Data Integration
24 189 (8.38%) ETL Development
25 187 (8.29%) Data Analysis
26 180 (7.98%) XML
27 179 (7.93%) Banking

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
1 115 (5.10%) SAS
2 73 (3.24%) SharePoint
3 46 (2.04%) Apache Spark
4 38 (1.68%) WebLogic
5 36 (1.60%) Elasticsearch
6 33 (1.46%) Apache
7 31 (1.37%) Apache Pig
7 31 (1.37%) WebSphere
8 23 (1.02%) Confluence
9 18 (0.80%) Apache Solr
10 17 (0.75%) IIS
10 17 (0.75%) Oracle SOA Suite
10 17 (0.75%) Oracle Workflow
11 16 (0.71%) Tomcat
12 15 (0.66%) CMS
13 13 (0.58%) Node.js
14 10 (0.44%) JBoss
14 10 (0.44%) Oracle Service Bus
15 9 (0.40%) Jetty
16 8 (0.35%) PowerExchange
Applications
1 143 (6.34%) MS Excel
2 37 (1.64%) MS Office
3 29 (1.29%) MS PowerPoint
4 19 (0.84%) MS Visio
5 15 (0.66%) MS Project
6 13 (0.58%) SPSS
7 10 (0.44%) Spreadsheet
8 1 (0.044%) Adobe Creative Suite
Business Applications
1 37 (1.64%) Dynamics CRM
2 20 (0.89%) Oracle EBS
3 17 (0.75%) Oracle EBS R12
4 15 (0.66%) SAP IS-U
5 13 (0.58%) Dynamics AX
5 13 (0.58%) Oracle BPM
6 12 (0.53%) SAP Oil and Gas
7 11 (0.49%) Cognos Business Intelligence
8 10 (0.44%) Maximo
9 8 (0.35%) HFM
10 7 (0.31%) SAP MDM
11 6 (0.27%) Oracle Applications
11 6 (0.27%) Remedy ITSM
11 6 (0.27%) SAP ERP
12 5 (0.22%) Markit EDM
13 4 (0.18%) Hyperion Planning
13 4 (0.18%) SAP hybris
14 3 (0.13%) Cognos TM1
14 3 (0.13%) Dynamics NAV
14 3 (0.13%) SAP CRM
Cloud Services
1 84 (3.72%) Amazon AWS
2 26 (1.15%) Microsoft Azure
3 20 (0.89%) Force.com
4 17 (0.75%) Amazon S3
4 17 (0.75%) GitHub
4 17 (0.75%) SaaS
5 16 (0.71%) Amazon Kinesis
5 16 (0.71%) Boomi
6 11 (0.49%) AWS Elastic Beanstalk
6 11 (0.49%) Heroku
7 10 (0.44%) Amazon EC2
8 8 (0.35%) PaaS
9 7 (0.31%) AWS Lambda
9 7 (0.31%) IaaS
9 7 (0.31%) Veeva
10 5 (0.22%) Amazon CloudWatch
10 5 (0.22%) Amazon EMR
10 5 (0.22%) Cloud Computing
11 3 (0.13%) Google Analytics
11 3 (0.13%) Office 365
Communications & Networking
1 24 (1.06%) HTTP
2 17 (0.75%) FTP
2 17 (0.75%) Internet
3 13 (0.58%) Network Security
4 7 (0.31%) TCP/IP
5 5 (0.22%) ATM
5 5 (0.22%) SAN
5 5 (0.22%) SSL
6 4 (0.18%) 3G
7 3 (0.13%) 2G
7 3 (0.13%) DSL
7 3 (0.13%) DWDM
7 3 (0.13%) Kerberos
7 3 (0.13%) RNC
7 3 (0.13%) Wireless
8 2 (0.089%) 4G
8 2 (0.089%) Firewall
8 2 (0.089%) Skype
8 2 (0.089%) SNMP
9 1 (0.044%) DHCP
Database & Business Intelligence
1 901 (39.94%) Data Warehouse
2 801 (35.51%) SQL Server
3 567 (25.13%) SQL Server Integration Services
4 370 (16.40%) SQL Server Reporting Services
5 296 (13.12%) SQL Server Analysis Services
6 210 (9.31%) Big Data
7 200 (8.87%) Oracle Database
8 168 (7.45%) BusinessObjects
9 159 (7.05%) SQL Server 2008
10 152 (6.74%) Relational Database
11 151 (6.69%) SQL Server 2012
12 130 (5.76%) Hadoop
13 118 (5.23%) DataStage
14 110 (4.88%) QlikView
15 104 (4.61%) OLAP
16 97 (4.30%) NoSQL
17 94 (4.17%) SQL Server 2014
18 84 (3.72%) SAP Data Services
19 79 (3.50%) Oracle Database 11g
20 77 (3.41%) PostgreSQL
Development Applications
1 147 (6.52%) Talend Open Studio
2 83 (3.68%) ERwin
3 61 (2.70%) JIRA
4 58 (2.57%) Jenkins
5 57 (2.53%) Team Foundation Server
6 56 (2.48%) Git (software)
7 32 (1.42%) Subversion
8 31 (1.37%) JUnit
9 29 (1.29%) Visual Studio
10 24 (1.06%) Cucumber
11 21 (0.93%) Maven
12 19 (0.84%) Toad
13 17 (0.75%) LSMW
13 17 (0.75%) RSpec
14 16 (0.71%) SQL Server Management Studio (SSMS)
15 14 (0.62%) Atlassian Bamboo
15 14 (0.62%) Capybara
15 14 (0.62%) git-flow
15 14 (0.62%) Oracle Forms
15 14 (0.62%) PVCS
General
1 548 (24.29%) Finance
2 179 (7.93%) Banking
3 89 (3.95%) Retail
4 49 (2.17%) Telecoms
5 47 (2.08%) Marketing
6 46 (2.04%) Advertising
7 41 (1.82%) Legal
8 35 (1.55%) Investment Banking
9 30 (1.33%) Pharmaceutical
10 29 (1.29%) Manufacturing
11 27 (1.20%) Front Office
12 26 (1.15%) Back Office
13 19 (0.84%) Billing
14 17 (0.75%) Financial Institution
15 14 (0.62%) Publishing
16 11 (0.49%) Electronics
17 8 (0.35%) Games
17 8 (0.35%) Law
18 5 (0.22%) Retail Banking
19 4 (0.18%) Local Government
Job Titles
1 1119 (49.60%) Developer
2 348 (15.43%) ETL Developer
3 345 (15.29%) Analyst
4 340 (15.07%) SQL Developer
5 280 (12.41%) Architect
6 252 (11.17%) Business Intelligence Developer
7 167 (7.40%) SSIS Developer
8 166 (7.36%) Consultant
9 138 (6.12%) Data Architect
10 126 (5.59%) Data Analyst
11 102 (4.52%) Oracle Developer
12 98 (4.34%) SQL Server Developer
12 98 (4.34%) Test Analyst
13 90 (3.99%) ETL Analyst
14 88 (3.90%) Business Developer
14 88 (3.90%) Data Warehouse Developer
15 85 (3.77%) SQL BI Developer
16 76 (3.37%) SQL Analyst
17 75 (3.32%) SSRS Developer
18 67 (2.97%) Senior Developer
Libraries, Frameworks & Software Standards
1 180 (7.98%) XML
2 167 (7.40%) Web Services
3 136 (6.03%) .NET
4 73 (3.24%) MDX
5 65 (2.88%) SOAP
6 53 (2.35%) HTML
6 53 (2.35%) Middleware
7 49 (2.17%) RESTful
8 41 (1.82%) CSS
8 41 (1.82%) REST
9 36 (1.60%) JSON
10 33 (1.46%) .NET Framework
11 31 (1.37%) Oracle Fusion
12 27 (1.20%) ASP.NET
13 26 (1.15%) Spring
14 25 (1.11%) Ruby on Rails
14 25 (1.11%) XSD
15 21 (0.93%) Visualforce
16 19 (0.84%) Hibernate
16 19 (0.84%) IBM Integration Bus
Miscellaneous
1 192 (8.51%) Analytical Skills
1 192 (8.51%) Data Integration
2 108 (4.79%) Visualisation
3 55 (2.44%) Management Information System
4 49 (2.17%) Credit Risk
5 47 (2.08%) Data Extraction
5 47 (2.08%) Data Structures
6 45 (1.99%) Computer Science
7 44 (1.95%) NHS
8 36 (1.60%) Replication
9 35 (1.55%) Enterprise Software
10 27 (1.20%) Reference Data
11 25 (1.11%) Algorithms
12 21 (0.93%) Data Conversion
12 21 (0.93%) Fixed Income
13 19 (0.84%) Equities
14 17 (0.75%) Digital Media
15 14 (0.62%) Derivative
15 14 (0.62%) N-Tier
16 13 (0.58%) Informatics
Operating Systems
1 142 (6.29%) Unix
2 138 (6.12%) Linux
3 75 (3.32%) Windows
4 18 (0.80%) Windows Server
5 15 (0.66%) Red Hat Enterprise Linux
6 14 (0.62%) Mac OS X
7 12 (0.53%) Solaris
8 11 (0.49%) Android
8 11 (0.49%) Apple iOS
9 10 (0.44%) AIX
10 6 (0.27%) Windows Server 2008
11 5 (0.22%) Windows Server 2012
12 3 (0.13%) Windows Server 2003
13 1 (0.044%) CentOS
13 1 (0.044%) Windows 7
Processes & Methodologies
1 808 (35.82%) Business Intelligence
2 530 (23.49%) Data Modelling
3 469 (20.79%) Agile Software Development
4 467 (20.70%) Migration
5 329 (14.58%) Data Migration
6 248 (10.99%) Analytics
7 192 (8.51%) Data Management
8 189 (8.38%) ETL Development
9 187 (8.29%) Data Analysis
10 171 (7.58%) Kimball Methodology
11 156 (6.91%) Performance Tuning
12 134 (5.94%) Scrum
13 124 (5.50%) Dimensional Modelling
14 121 (5.36%) Data Architecture
15 113 (5.01%) SOA
15 113 (5.01%) Stakeholder Management
16 106 (4.70%) CRM
17 105 (4.65%) Continuous Integration
18 94 (4.17%) Data Transformation
19 91 (4.03%) Unit Testing
Programming Languages
1 1271 (56.34%) SQL
2 356 (15.78%) T-SQL
3 343 (15.20%) Java
4 236 (10.46%) PL/SQL
5 113 (5.01%) C#
6 95 (4.21%) Python
7 93 (4.12%) JavaScript
8 52 (2.30%) Shell Script
9 43 (1.91%) C++
9 43 (1.91%) Scala
10 35 (1.55%) VBA
11 32 (1.42%) R
12 30 (1.33%) Bash Shell
12 30 (1.33%) C
13 28 (1.24%) Ruby
14 27 (1.20%) Perl
15 26 (1.15%) PHP
15 26 (1.15%) PowerShell
16 23 (1.02%) Apex Code
17 19 (0.84%) VB
Qualifications
1 131 (5.81%) Security Cleared
2 85 (3.77%) Degree
3 63 (2.79%) SC Cleared
4 56 (2.48%) ISEB
5 25 (1.11%) ISTQB
6 17 (0.75%) ISTQB Foundation Certification
7 16 (0.71%) DV Cleared
8 11 (0.49%) BPSS Clearance
9 10 (0.44%) Sun Certification
10 7 (0.31%) CTC Cleared
11 5 (0.22%) Microsoft Certification
11 5 (0.22%) SAP Certification
12 4 (0.18%) ITIL Certification
12 4 (0.18%) PRINCE2 Certification
12 4 (0.18%) SAS Certification
13 3 (0.13%) MCITP
13 3 (0.13%) PMI Certification
14 2 (0.089%) BC Cleared
14 2 (0.089%) ISEB Practitioner
14 2 (0.089%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 254 (11.26%) Data Quality
2 99 (4.39%) QA
3 27 (1.20%) Solvency II
4 20 (0.89%) Disclosure Scotland
5 10 (0.44%) Dublin Core
6 8 (0.35%) SLA
7 5 (0.22%) ISO/IEC 27001
8 4 (0.18%) COBIT
8 4 (0.18%) FATCA
8 4 (0.18%) ISO27002
9 3 (0.13%) Basel II
9 3 (0.13%) IAS 39
9 3 (0.13%) MiFID
10 2 (0.089%) Dodd-Frank
10 2 (0.089%) EMIR
10 2 (0.089%) GCP
10 2 (0.089%) PCI DSS
11 1 (0.044%) CRD IV
11 1 (0.044%) FINREP
11 1 (0.044%) ISO20022
System Software
1 24 (1.06%) Apache Flume
1 24 (1.06%) Oracle RAC
2 16 (0.71%) Docker
3 15 (0.66%) HDFS
4 14 (0.62%) Active Directory
5 8 (0.35%) VMware Infrastructure
6 6 (0.27%) Apache ZooKeeper
7 4 (0.18%) vCloud
8 2 (0.089%) Hyper-V
9 1 (0.044%) Microsoft Virtual Server
9 1 (0.044%) Oracle Clusterware
9 1 (0.044%) Tivoli Workload Scheduler
9 1 (0.044%) Xen
Systems Management
1 46 (2.04%) Control-M
2 29 (1.29%) HP Quality Center
3 21 (0.93%) Puppet
4 18 (0.80%) Opscode Chef
5 15 (0.66%) Ansible
6 10 (0.44%) Oozie
7 8 (0.35%) Ambari
7 8 (0.35%) Kibana
7 8 (0.35%) logstash
7 8 (0.35%) Oracle RMAN
8 7 (0.31%) Data Guard
9 5 (0.22%) Nagios
9 5 (0.22%) Systems Management Server (SMS)
10 4 (0.18%) Grafana
10 4 (0.18%) Graphite
11 3 (0.13%) Oracle EDQ
11 3 (0.13%) Oracle Enterprise Manager
12 2 (0.089%) Dollar Universe
12 2 (0.089%) Hadoop YARN
12 2 (0.089%) Jitterbit
Vendors
1 644 (28.55%) Oracle
2 412 (18.26%) Microsoft
3 252 (11.17%) Informatica
4 192 (8.51%) SAP
5 147 (6.52%) Talend
6 119 (5.27%) IBM
7 101 (4.48%) Tableau
8 100 (4.43%) Cognos
9 67 (2.97%) Ab Initio
10 56 (2.48%) Salesforce.com
11 39 (1.73%) Netezza
12 38 (1.68%) Teradata
13 35 (1.55%) Sybase
14 32 (1.42%) Vertica
15 31 (1.37%) Siebel
16 29 (1.29%) HP
17 22 (0.98%) Cloudera
18 16 (0.71%) Dell
19 15 (0.66%) VMware
20 13 (0.58%) BMC
Central London / West End
Oxbridge Answers
Posted: 18 hours ago
Oxford, Oxfordshire
Red10
Rate: £425 - £475 per day
Posted: 17 hours ago
London
Nigel Frank International Ltd
Rate: £200 - £220 per day
Posted: 14 hours ago
London
Nigel Frank International Ltd
Rate: £450 - £480 per annum
Posted: 14 hours ago
City, London
onezeero.
Rate: £325 - £375 per annum
Posted: 2 days ago
London
onezeero.
Rate: £400 - £425 per annum
Posted: 2 days ago
London
Opilio Recruitment
Rate: £45k - 49k per year
Posted: 16 hours ago
City, London
BAE Systems Applied Intelligence Ltd
Posted: 2 days ago
City, London
ANSON MCCADE
Rate: £350 - £375 per day
Posted: Yesterday
London
Joseph Harry Ltd
Posted: Yesterday
West Midlands
Austin Fraser
Rate: £350 - £450 per day + DOE
Posted: Yesterday
Coventry, West Midlands (County)
NSK International Consultants Ltd
Rate: Competitive Daily Rate
Posted: 2 days ago
Warwick, Warwickshire
Experis Ltd
Rate: £411.00 per day
Posted: 3 days ago
Manchester, Lancashire
Oscar
Rate: £300 - £350 per day
Posted: 2 days ago
London
McGregor Boyall
Rate: £500 - £600 per day
Posted: 3 days ago
London
ComputAppoint
Rate: £500 - £700 per day
Posted: Yesterday
London
Digitech Resourcing Ltd
Rate: From £450 to £475 per day
Posted: 4 days ago
Leicester, Leicestershire
Oscar
Rate: £375 - £475 per day
Posted: Yesterday
Leicester, Leicestershire
Oscar
Rate: £375 - £475 per day
Posted: Yesterday
London
Venturi
Rate: £350 - £395 per day
Posted: 4 days ago
Buckinghamshire
Rullion IT Plus
Posted: Yesterday
City, London
Salt
Rate: £500 - £575 per day
Posted: 4 days ago
City, London
Pioneer Search
Rate: £450 - £500 per day
Posted: 4 days ago
Taunton, Somerset
Sopra Steria Recruitment
Rate: From £33,000 to £38,000 per annum
Posted: 2 days ago
Portsmouth, Hampshire
Connectus
Rate: £30 per hour
Posted: 3 days ago
London
TEKsystems
Rate: £450 - £500 per day
Posted: 4 days ago
London
Joseph Harry Ltd
Posted: 4 days ago
Chester, Cheshire
Oscar
Rate: £375 - £450 per day
Posted: 5 days ago
London
Elevate Direct
Rate: From £350 to £400 per day
Posted: 4 days ago
Chester, Cheshire
Oscar
Rate: £400 - £425 per day
Posted: 4 days ago