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 2 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
2 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 103 64 84
Rank change year-on-year
-39 +20
Contract jobs citing ETL 1130 1526 1202
As % of all contract IT jobs located in England 2.21% 2.96% 2.38%
As % of the Processes & Methodologies category 2.71% 3.75% 3.06%
Number of daily rates quoted 797 981 808
Median daily rate £425 £425 £415
Median daily rate % change year-on-year
- +2.40%
90% offered a daily rate of more than £315 £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 0 8 16
Median hourly rate - £38.90 £36.90
Median hourly rate % change year-on-year
- +5.42%
UK excluding London median hourly rate - £37.80 £36.90
% change year-on-year
- +2.43%
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
41757 40716 39322
As % of all contract IT jobs located in England 81.71% 79.07% 77.95%
Number of daily rates quoted 27936 25809 24953
Median daily rate £445 £418 £400
Median daily rate % change year-on-year
+6.58% +4.37%
90% offered a daily rate of more than £300 £285 £275
10% offered a daily rate of more than £600 £575 £575
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 923 1189 1163
Median hourly rate £32.00 £29.00 £30.00
Median hourly rate % change year-on-year
+10.34% -3.33%
90% offered a hourly rate of more than £12.75 £12.40 £12.50
10% offered a hourly rate of more than £47.91 £47.83 £50.00
UK excluding London median hourly rate £36.00 £30.50 £31.50
% change year-on-year
+18.03% -3.17%

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 2 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
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 2 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 -48 523 £450 - 150
South East -36 166 £413 - 32
North West -24 99 £413 +3.12% 21
East of England +20 85 £450 - 10
West Midlands -4 74 £388 +3.33% 18
Yorkshire -30 68 £388 -3.12% 8
South West -25 49 £363 -3.33% 11
East Midlands -12 32 £425 +6.25% 8
Midlands +11 19 £425 +142.85%
North East -46 15 £350 -21.34% 6
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 2 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 1289 (55.92%) SQL
2 930 (40.35%) Data Warehouse
3 829 (35.97%) Business Intelligence
4 815 (35.36%) SQL Server
5 649 (28.16%) Oracle
6 586 (25.42%) SQL Server Integration Services
7 565 (24.51%) Finance
8 558 (24.21%) Data Modelling
9 481 (20.87%) Agile Software Development
10 450 (19.52%) Migration
11 418 (18.13%) Microsoft
12 376 (16.31%) SQL Server Reporting Services
13 368 (15.97%) T-SQL
14 324 (14.06%) Data Migration
15 298 (12.93%) SQL Server Analysis Services
16 291 (12.62%) Java
17 282 (12.23%) Informatica
18 276 (11.97%) Data Quality
19 271 (11.76%) Analytics
20 233 (10.11%) PL/SQL
21 219 (9.50%) Big Data
22 210 (9.11%) Banking
23 208 (9.02%) Analytical Skills
24 206 (8.94%) ETL Development
25 196 (8.50%) Data Integration
26 186 (8.07%) Data Management
27 180 (7.81%) Oracle Database
28 178 (7.72%) Data Analysis
29 177 (7.68%) SAP
30 175 (7.59%) SQL Server 2008

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
1 123 (5.34%) SAS
2 79 (3.43%) SharePoint
3 50 (2.17%) Apache Spark
4 36 (1.56%) Apache Pig
5 35 (1.52%) Apache
5 35 (1.52%) WebLogic
6 34 (1.48%) WebSphere
7 29 (1.26%) Elasticsearch
8 24 (1.04%) Confluence
9 20 (0.87%) Oracle SOA Suite
10 18 (0.78%) Apache Solr
10 18 (0.78%) IIS
11 17 (0.74%) CMS
12 16 (0.69%) Node.js
13 15 (0.65%) Tomcat
14 10 (0.43%) JBoss
14 10 (0.43%) Oracle Workflow
15 9 (0.39%) PowerExchange
15 9 (0.39%) SharePoint 2010
16 8 (0.35%) Oracle Service Bus
Applications
1 154 (6.68%) MS Excel
2 39 (1.69%) MS Office
3 32 (1.39%) MS PowerPoint
4 27 (1.17%) MS Visio
5 18 (0.78%) MS Project
6 14 (0.61%) SPSS
7 12 (0.52%) Spreadsheet
8 1 (0.043%) Adobe Creative Suite
Business Applications
1 40 (1.74%) Dynamics CRM
2 24 (1.04%) Oracle EBS
3 17 (0.74%) Cognos Business Intelligence
3 17 (0.74%) Dynamics AX
3 17 (0.74%) Oracle BPM
4 15 (0.65%) SAP IS-U
5 13 (0.56%) SAP Oil and Gas
6 12 (0.52%) Oracle EBS R12
7 9 (0.39%) HFM
8 8 (0.35%) Markit EDM
8 8 (0.35%) Remedy ITSM
9 7 (0.30%) Maximo
9 7 (0.30%) SAP MDM
10 6 (0.26%) Cognos TM1
11 5 (0.22%) Hyperion Planning
11 5 (0.22%) ResourceLink
11 5 (0.22%) SAP ERP
12 4 (0.17%) Oracle Applications
12 4 (0.17%) Salesforce.com CRM
12 4 (0.17%) SAP hybris
Cloud Services
1 82 (3.56%) Amazon AWS
2 28 (1.21%) Microsoft Azure
3 22 (0.95%) Force.com
4 17 (0.74%) Amazon Kinesis
4 17 (0.74%) Amazon S3
5 14 (0.61%) GitHub
6 13 (0.56%) SaaS
7 11 (0.48%) AWS Elastic Beanstalk
8 10 (0.43%) Amazon EC2
8 10 (0.43%) Heroku
9 9 (0.39%) Cloud Computing
10 8 (0.35%) Boomi
11 7 (0.30%) Amazon EMR
11 7 (0.30%) AWS Lambda
11 7 (0.30%) PaaS
11 7 (0.30%) Veeva
12 6 (0.26%) IaaS
13 5 (0.22%) Amazon CloudWatch
14 3 (0.13%) Google Analytics
14 3 (0.13%) Office 365
Communications & Networking
1 24 (1.04%) HTTP
2 21 (0.91%) Internet
3 10 (0.43%) Network Security
4 9 (0.39%) FTP
5 7 (0.30%) 3G
5 7 (0.30%) SSL
6 6 (0.26%) TCP/IP
7 5 (0.22%) ATM
7 5 (0.22%) SAN
8 4 (0.17%) DSL
8 4 (0.17%) Kerberos
8 4 (0.17%) WLAN
9 3 (0.13%) 2G
9 3 (0.13%) DNS
9 3 (0.13%) DWDM
9 3 (0.13%) LDAP
9 3 (0.13%) RNC
9 3 (0.13%) Wireless
10 2 (0.087%) 4G
10 2 (0.087%) Skype
Database & Business Intelligence
1 930 (40.35%) Data Warehouse
2 815 (35.36%) SQL Server
3 586 (25.42%) SQL Server Integration Services
4 376 (16.31%) SQL Server Reporting Services
5 298 (12.93%) SQL Server Analysis Services
6 219 (9.50%) Big Data
7 180 (7.81%) Oracle Database
8 175 (7.59%) SQL Server 2008
9 160 (6.94%) BusinessObjects
10 150 (6.51%) SQL Server 2012
11 144 (6.25%) Hadoop
11 144 (6.25%) Relational Database
12 119 (5.16%) DataStage
13 109 (4.73%) QlikView
14 107 (4.64%) NoSQL
15 106 (4.60%) OLAP
16 80 (3.47%) SQL Server 2014
17 74 (3.21%) MySQL
18 70 (3.04%) PostgreSQL
19 68 (2.95%) Apache Hive
Development Applications
1 132 (5.73%) Talend Open Studio
2 79 (3.43%) ERwin
3 63 (2.73%) Team Foundation Server
4 54 (2.34%) Git (software)
5 53 (2.30%) JIRA
6 37 (1.61%) Subversion
7 35 (1.52%) Jenkins
8 32 (1.39%) JUnit
9 28 (1.21%) Visual Studio
10 24 (1.04%) Cucumber
10 24 (1.04%) Toad
11 20 (0.87%) Maven
11 20 (0.87%) SQL Server Management Studio (SSMS)
12 17 (0.74%) RSpec
13 15 (0.65%) HP UFT
14 14 (0.61%) Atlassian Bamboo
14 14 (0.61%) Capybara
14 14 (0.61%) git-flow
15 13 (0.56%) LSMW
16 11 (0.48%) Eclipse
General
1 565 (24.51%) Finance
2 210 (9.11%) Banking
3 91 (3.95%) Retail
4 53 (2.30%) Telecoms
5 48 (2.08%) Marketing
6 45 (1.95%) Advertising
7 40 (1.74%) Investment Banking
8 38 (1.65%) Legal
9 33 (1.43%) Pharmaceutical
10 27 (1.17%) Front Office
10 27 (1.17%) Manufacturing
11 23 (1.00%) Back Office
12 19 (0.82%) Financial Institution
13 18 (0.78%) Billing
14 15 (0.65%) Publishing
15 13 (0.56%) Electronics
16 8 (0.35%) Corporate Banking
16 8 (0.35%) Games
17 5 (0.22%) Law
17 5 (0.22%) Retail Banking
Job Titles
1 1133 (49.15%) Developer
2 352 (15.27%) ETL Developer
3 346 (15.01%) Analyst
4 344 (14.92%) SQL Developer
5 298 (12.93%) Architect
6 244 (10.59%) Business Intelligence Developer
7 175 (7.59%) SSIS Developer
8 167 (7.25%) Consultant
9 148 (6.42%) Data Architect
10 126 (5.47%) Data Analyst
11 106 (4.60%) Test Analyst
12 97 (4.21%) SQL Server Developer
13 93 (4.03%) Oracle Developer
14 92 (3.99%) Data Warehouse Developer
15 88 (3.82%) ETL Analyst
16 86 (3.73%) SQL BI Developer
17 84 (3.64%) Business Developer
18 78 (3.38%) SSRS Developer
19 77 (3.34%) SQL Analyst
20 72 (3.12%) T-SQL Developer
Libraries, Frameworks & Software Standards
1 174 (7.55%) XML
2 162 (7.03%) Web Services
3 156 (6.77%) .NET
4 71 (3.08%) MDX
5 61 (2.65%) Middleware
6 60 (2.60%) SOAP
7 59 (2.56%) HTML
8 46 (2.00%) RESTful
9 45 (1.95%) CSS
10 40 (1.74%) JSON
11 38 (1.65%) REST
12 34 (1.48%) .NET Framework
12 34 (1.48%) Oracle Fusion
13 32 (1.39%) ASP.NET
14 30 (1.30%) XSD
15 27 (1.17%) Spring
16 24 (1.04%) Ruby on Rails
17 21 (0.91%) Visualforce
18 19 (0.82%) Hibernate
18 19 (0.82%) Sass
Miscellaneous
1 208 (9.02%) Analytical Skills
2 196 (8.50%) Data Integration
3 109 (4.73%) Visualisation
4 62 (2.69%) Data Structures
5 59 (2.56%) Management Information System
6 49 (2.13%) Computer Science
7 47 (2.04%) Credit Risk
8 46 (2.00%) Data Extraction
9 45 (1.95%) NHS
10 40 (1.74%) Replication
11 34 (1.48%) Enterprise Software
12 33 (1.43%) Fixed Income
13 27 (1.17%) Reference Data
14 26 (1.13%) Algorithms
15 22 (0.95%) Data Conversion
16 17 (0.74%) Equities
17 16 (0.69%) Foreign Exchange (FX)
18 15 (0.65%) Clustering
18 15 (0.65%) Derivative
18 15 (0.65%) Statistics
Operating Systems
1 142 (6.16%) Unix
2 130 (5.64%) Linux
3 78 (3.38%) Windows
4 17 (0.74%) Red Hat Enterprise Linux
4 17 (0.74%) Windows Server
5 15 (0.65%) Android
5 15 (0.65%) Apple iOS
6 14 (0.61%) Mac OS X
7 13 (0.56%) AIX
8 10 (0.43%) Solaris
9 8 (0.35%) Windows Server 2008
10 7 (0.30%) Windows Server 2012
11 4 (0.17%) Windows Server 2003
Processes & Methodologies
1 829 (35.97%) Business Intelligence
2 558 (24.21%) Data Modelling
3 481 (20.87%) Agile Software Development
4 450 (19.52%) Migration
5 324 (14.06%) Data Migration
6 271 (11.76%) Analytics
7 206 (8.94%) ETL Development
8 186 (8.07%) Data Management
9 178 (7.72%) Data Analysis
10 160 (6.94%) Performance Tuning
11 155 (6.72%) Kimball Methodology
12 134 (5.81%) Scrum
13 127 (5.51%) Data Architecture
14 121 (5.25%) Stakeholder Management
15 120 (5.21%) SOA
16 112 (4.86%) CRM
17 100 (4.34%) Dimensional Modelling
18 95 (4.12%) Project Management
19 92 (3.99%) Unit Testing
20 90 (3.90%) Data Mapping
Programming Languages
1 1289 (55.92%) SQL
2 368 (15.97%) T-SQL
3 291 (12.62%) Java
4 233 (10.11%) PL/SQL
5 123 (5.34%) C#
6 111 (4.82%) Python
7 101 (4.38%) JavaScript
8 53 (2.30%) Shell Script
9 52 (2.26%) VBA
10 46 (2.00%) Scala
11 39 (1.69%) C++
12 33 (1.43%) PowerShell
13 32 (1.39%) Ruby
14 27 (1.17%) Perl
14 27 (1.17%) PHP
14 27 (1.17%) R
15 23 (1.00%) Apex Code
15 23 (1.00%) Bash Shell
16 20 (0.87%) C
17 14 (0.61%) SOQL
Qualifications
1 138 (5.99%) Security Cleared
2 88 (3.82%) Degree
3 69 (2.99%) SC Cleared
4 58 (2.52%) ISEB
5 29 (1.26%) ISTQB
6 19 (0.82%) ISTQB Foundation Certification
7 17 (0.74%) DV Cleared
8 10 (0.43%) BPSS Clearance
8 10 (0.43%) PRINCE2 Certification
9 7 (0.30%) CTC Cleared
10 6 (0.26%) Microsoft Certification
11 5 (0.22%) SAP Certification
12 4 (0.17%) SAS Certification
13 3 (0.13%) ISEB Practitioner
13 3 (0.13%) ITIL Certification
13 3 (0.13%) MCITP
14 2 (0.087%) ACCA
14 2 (0.087%) CIMA
14 2 (0.087%) PMI Certification
14 2 (0.087%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 276 (11.97%) Data Quality
2 105 (4.56%) QA
3 20 (0.87%) Disclosure Scotland
3 20 (0.87%) Solvency II
4 10 (0.43%) Dublin Core
5 8 (0.35%) SLA
6 6 (0.26%) ISO/IEC 27001
7 4 (0.17%) COBIT
7 4 (0.17%) FATCA
7 4 (0.17%) ISO27002
8 3 (0.13%) Basel II
8 3 (0.13%) IAS 39
8 3 (0.13%) MiFID
9 2 (0.087%) Dodd-Frank
9 2 (0.087%) EMIR
9 2 (0.087%) FINREP
9 2 (0.087%) GxP
9 2 (0.087%) PCI DSS
9 2 (0.087%) Sarbanes-Oxley
10 1 (0.043%) COREP
System Software
1 22 (0.95%) Apache Flume
2 18 (0.78%) HDFS
3 17 (0.74%) Oracle RAC
4 16 (0.69%) Active Directory
5 13 (0.56%) Docker
6 9 (0.39%) VMware Infrastructure
7 6 (0.26%) Apache ZooKeeper
8 4 (0.17%) vCloud
9 2 (0.087%) Hyper-V
9 2 (0.087%) Microsoft Virtual Server
10 1 (0.043%) Oracle Clusterware
10 1 (0.043%) Tivoli Workload Scheduler
10 1 (0.043%) vSphere
10 1 (0.043%) Xen
Systems Management
1 42 (1.82%) Control-M
2 30 (1.30%) HP Quality Center
3 17 (0.74%) Puppet
4 16 (0.69%) Opscode Chef
5 12 (0.52%) Ansible
6 9 (0.39%) Data Guard
6 9 (0.39%) Oozie
6 9 (0.39%) Oracle RMAN
7 7 (0.30%) Ambari
7 7 (0.30%) Systems Management Server (SMS)
8 4 (0.17%) Grafana
8 4 (0.17%) Graphite
8 4 (0.17%) Nagios
8 4 (0.17%) Oracle Enterprise Manager
8 4 (0.17%) Tivoli
9 3 (0.13%) BMC PATROL
9 3 (0.13%) Oracle EDQ
10 2 (0.087%) DBAmp
10 2 (0.087%) Jitterbit
10 2 (0.087%) Oracle Flashback
Vendors
1 649 (28.16%) Oracle
2 418 (18.13%) Microsoft
3 282 (12.23%) Informatica
4 177 (7.68%) SAP
5 132 (5.73%) Talend
6 128 (5.55%) IBM
7 124 (5.38%) Cognos
8 110 (4.77%) Tableau
9 69 (2.99%) Ab Initio
10 48 (2.08%) Salesforce.com
10 48 (2.08%) Teradata
11 39 (1.69%) Netezza
12 33 (1.43%) Siebel
12 33 (1.43%) Sybase
13 29 (1.26%) HP
14 27 (1.17%) Cloudera
15 17 (0.74%) Hortonworks
15 17 (0.74%) Vertica
15 17 (0.74%) VMware
16 16 (0.69%) Remedy
London
Joseph Harry Ltd
Posted: 19 hours ago
London
Opilio Recruitment
Rate: £35k - 40k per year
Posted: 2 days ago
London
ReThink Recruitment
Rate: £425 per day
Posted: 2 days ago
Bristol, Avon
LA International
Rate: £300 - £400 per day
Posted: 3 days ago
Chester, Cheshire
Oscar
Rate: £400 - £425 per day
Posted: 3 days ago
London
Nicoll Curtin
Rate: £450.00 - £500.00 per day
Posted: 3 days ago
Preston, Lancashire
onezeero.
Rate: £200 - £250 per day + negotiable DOE
Posted: 3 days ago
Kent
Capita plc
Rate: £400.00 - £440.00 per day
Posted: 3 days ago
West Malling
Capita plc
Posted: 3 days ago
Preston, Lancashire
Connectus
Rate: £20.5 per hour
Posted: 4 days ago
London
iKas International
Rate: £500 - £560 per day
Posted: 4 days ago
West Midlands
Lawrence Harvey
Posted: 4 days ago
London
McGregor Boyall
Rate: £500 - £560 per day
Posted: 4 days ago
Coventry, West Midlands (County)
NSK International Consultants Ltd
Rate: Competitive Daily Rate
Posted: 4 days ago
Gloucester, Gloucestershire
Reed Technology
Rate: £300 - £400 per day
Posted: 4 days ago
East Anglia
Arden Resourcing Limited
Rate: £550 - £650 per day
Posted: 4 days ago
Plymouth, Devon
Connectus
Rate: £45 - £53 per hour
Posted: 4 days ago
City of London
Lawrence Harvey
Posted: 4 days ago
South East London
MatchesFashion.com
Posted: 4 days ago
Liverpool, Merseyside
Adria Solutions Ltd
Rate: £250 - £300 per day
Posted: 4 days ago
Chester, Cheshire
Oscar
Rate: £375 - £450 per day
Posted: 5 days ago
Slough, Berkshire
Computer People
Rate: £250.00 - £350.00 per day
Posted: 5 days ago
Newcastle Upon Tyne, Tyne and Wear
Bluetownonline
Rate: £27716 - £32760 per annum
Posted: 5 days ago
London
Coal IT Services
Rate: From £300 to £400 per day
Posted: 5 days ago
London
onezeero.
Rate: £430 per annum
Posted: 6 days ago
London
Hydrogen Group
Rate: £0.00 - £450.00 per annum
Posted: 6 days ago
Coventry, West Midlands (County)
Blue Fire Professional Services
Rate: Up to £400 per day
Posted: 6 days ago
City, London
Senitor Associates
Rate: £200 - £275 per day
Posted: 6 days ago
London
Hydrogen Group
Rate: £0.00 - £450.00 per annum
Posted: 6 days ago