The table below looks at the statistics for ETL skills in IT contracts advertised across the UK. Included is a guide to the contractor rates offered in IT contracts that have cited ETL over the 3 months to 31 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
31 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 111 61 85
Rank change year-on-year
-50 +24
Contract jobs citing ETL 1169 1615 1227
As % of all contract IT jobs located in the UK 2.18% 2.98% 2.30%
As % of the Processes & Methodologies category 2.66% 3.76% 2.96%
Number of daily rates quoted 828 1084 820
Median daily rate £425 £425 £415
Median daily rate % change year-on-year
- +2.40%
90% offered a daily rate of more than £313 £300 £275
10% offered a daily rate of more than £550 £550 £534
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%

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

Processes & Methodologies Category
UK
Contract IT job ads with a match in the
Processes & Methodologies category
43918 42992 41426
As % of all contract IT jobs located in the UK 81.89% 79.31% 77.61%
Number of daily rates quoted 29200 27357 26190
Median daily rate £438 £413 £400
Median daily rate % change year-on-year
+6.06% +3.12%
90% offered a daily rate of more than £300 £280 £275
10% offered a daily rate of more than £600 £575 £550
UK excluding London median daily rate £400 £387 £375
% change year-on-year
+3.35% +3.20%
Number of hourly rates quoted 1020 1216 1225
Median hourly rate £28.00 £30.00 £27.50
Median hourly rate % change year-on-year
-6.66% +9.09%
90% offered a hourly rate of more than £13.00 £12.35 £13.00
10% offered a hourly rate of more than £47.50 £47.83 £50.00
UK excluding London median hourly rate £32.50 £30.50 £30.00
% change year-on-year
+6.55% +1.66%

ETL
Jobs Demand Trend

The demand trend of contract jobs citing ETL as a proportion of all IT contracts with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in the UK

ETL
Daily Rate Trend

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

ETL Daily Rate Trend in the UK

ETL
Daily Rate Histogram

This chart provides a histogram of daily rates quoted in contract IT jobs citing ETL within the UK over the 3 months to 31 May 2016.

ETL Daily Rate Histogram in the UK

ETL
Hourly Rate Trend

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

ETL Hourly Rate Trend in the UK

ETL
Hourly Rate Histogram

This chart provides a histogram of hourly rates quoted in contract IT jobs citing ETL within the UK over the 3 months to 31 May 2016.

ETL Hourly Rate Histogram in the UK

ETL
Top 30 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing ETL within the UK over the 3 months to 31 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
England -41 1096 £425 - 250
London -41 497 £450 - 124
South East -31 170 £390 -5.45% 36
North West -22 104 £413 +3.12% 20
City of London -18 91 £425 -5.55% 35
West Midlands -2 83 £411 +17.42% 21
East of England +13 71 £450 +12.50% 13
Yorkshire -26 66 £375 -2.59% 9
Cheshire +4 63 £413 - 3
Scotland -28 58 £375 - 9
West Yorkshire -21 46 £388 +0.64% 6
Edinburgh -15 44 £375 +7.91% 3
South West -47 41 £350 -6.66% 16
Chester +9 39 £413 +3.12% 2
Berkshire +5 39 £413 +17.85% 12
East Midlands -7 34 £440 +10.00% 5
Oxfordshire +2 33 £408 -7.38% 5
Leeds -18 30 £388 +0.64% 3
Birmingham +8 28 £425 +13.33% 9
Oxford +3 23 £425 -3.13% 2
Buckinghamshire +12 21 £425 +21.42% 4
West Sussex -19 21 £388 -20.91% 1
Manchester -35 21 £391 +4.33% 14
Cambridgeshire +24 20 £400 +14.28% 5
North East -53 19 £350 -29.11% 2
Hertfordshire -8 18 £444 +0.85% 5
Bristol -14 17 £350 -6.66% 9
Northamptonshire +1 16 £419 -11.84% 1
South Yorkshire -7 16 £350 -6.04% 1
Crawley +5 15 £388 -29.86% 1

ETL
Top 30 Related IT Skills

For the 6 months to 31 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 with a requirement for ETL.

1 1366 (56.19%) SQL
2 983 (40.44%) Data Warehouse
3 862 (35.46%) Business Intelligence
4 835 (34.35%) SQL Server
5 681 (28.01%) Oracle
6 624 (25.67%) Finance
7 594 (24.43%) SQL Server Integration Services
8 569 (23.41%) Data Modelling
9 508 (20.90%) Migration
10 506 (20.81%) Agile Software Development
11 438 (18.02%) Microsoft
12 376 (15.47%) SQL Server Reporting Services
13 370 (15.22%) T-SQL
14 365 (15.01%) Data Migration
15 362 (14.89%) Java
16 313 (12.88%) SQL Server Analysis Services
17 286 (11.76%) Informatica
18 278 (11.44%) Data Quality
19 263 (10.82%) Analytics
20 250 (10.28%) PL/SQL
21 218 (8.97%) Big Data
22 216 (8.89%) Oracle Database
23 215 (8.84%) Data Analysis
24 210 (8.64%) Data Management
25 208 (8.56%) Banking
25 208 (8.56%) ETL Development
26 201 (8.27%) SAP
27 200 (8.23%) Analytical Skills
28 199 (8.19%) Data Integration
29 191 (7.86%) XML

ETL
Top Related IT Skills 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
1 126 (5.18%) SAS
2 74 (3.04%) SharePoint
3 45 (1.85%) Apache Spark
4 39 (1.60%) WebLogic
5 38 (1.56%) Elasticsearch
6 34 (1.40%) WebSphere
7 33 (1.36%) Apache
8 27 (1.11%) Apache Pig
9 23 (0.95%) Confluence
10 18 (0.74%) Apache Solr
10 18 (0.74%) BizTalk Server
11 17 (0.70%) Oracle Workflow
11 17 (0.70%) Tomcat
12 16 (0.66%) IIS
13 15 (0.62%) CMS
14 14 (0.58%) JBoss
14 14 (0.58%) Node.js
14 14 (0.58%) Oracle SOA Suite
15 10 (0.41%) Jetty
15 10 (0.41%) Oracle Service Bus
Applications
1 151 (6.21%) MS Excel
2 37 (1.52%) MS Office
3 31 (1.28%) MS PowerPoint
4 19 (0.78%) MS Visio
5 15 (0.62%) MS Project
6 14 (0.58%) SPSS
7 11 (0.45%) Spreadsheet
8 1 (0.041%) Adobe Creative Suite
Business Applications
1 39 (1.60%) Dynamics CRM
2 19 (0.78%) Oracle EBS
3 15 (0.62%) Oracle EBS R12
3 15 (0.62%) SAP IS-U
4 13 (0.53%) Dynamics AX
4 13 (0.53%) SAP Oil and Gas
5 12 (0.49%) Oracle BPM
6 11 (0.45%) Cognos Business Intelligence
7 10 (0.41%) Maximo
8 9 (0.37%) Unit4 Business World
9 8 (0.33%) HFM
9 8 (0.33%) Markit EDM
9 8 (0.33%) SAP MDM
10 6 (0.25%) Oracle Applications
10 6 (0.25%) Remedy ITSM
10 6 (0.25%) SAP ERP
11 4 (0.16%) Hyperion Planning
11 4 (0.16%) SAP hybris
11 4 (0.16%) SAP PM
11 4 (0.16%) Unica
Cloud Services
1 93 (3.83%) Amazon AWS
2 41 (1.69%) Microsoft Azure
3 20 (0.82%) Force.com
4 18 (0.74%) GitHub
5 17 (0.70%) Amazon S3
5 17 (0.70%) Boomi
6 16 (0.66%) Amazon Kinesis
6 16 (0.66%) SaaS
7 11 (0.45%) AWS Elastic Beanstalk
7 11 (0.45%) Heroku
8 10 (0.41%) Amazon EC2
9 7 (0.29%) AWS Lambda
9 7 (0.29%) PaaS
9 7 (0.29%) Veeva
10 6 (0.25%) IaaS
11 5 (0.21%) Amazon CloudWatch
11 5 (0.21%) Amazon EMR
11 5 (0.21%) Cloud Computing
12 3 (0.12%) Google Analytics
13 2 (0.082%) AWS CloudFormation
Communications & Networking
1 25 (1.03%) HTTP
2 18 (0.74%) FTP
3 15 (0.62%) Internet
4 13 (0.53%) Network Security
5 8 (0.33%) TCP/IP
6 6 (0.25%) 3G
6 6 (0.25%) ATM
7 5 (0.21%) 2G
7 5 (0.21%) RNC
7 5 (0.21%) SAN
7 5 (0.21%) SSL
8 4 (0.16%) DWDM
8 4 (0.16%) Wireless
9 3 (0.12%) Kerberos
9 3 (0.12%) Skype
10 2 (0.082%) 4G
10 2 (0.082%) DSL
10 2 (0.082%) Firewall
10 2 (0.082%) Intranet
10 2 (0.082%) SNMP
Database & Business Intelligence
1 983 (40.44%) Data Warehouse
2 835 (34.35%) SQL Server
3 594 (24.43%) SQL Server Integration Services
4 376 (15.47%) SQL Server Reporting Services
5 313 (12.88%) SQL Server Analysis Services
6 218 (8.97%) Big Data
7 216 (8.89%) Oracle Database
8 180 (7.40%) BusinessObjects
9 171 (7.03%) Relational Database
10 170 (6.99%) SQL Server 2008
11 160 (6.58%) SQL Server 2012
12 134 (5.51%) Hadoop
13 123 (5.06%) DataStage
14 116 (4.77%) OLAP
15 113 (4.65%) QlikView
16 104 (4.28%) NoSQL
17 100 (4.11%) SQL Server 2014
18 87 (3.58%) Oracle Database 11g
19 86 (3.54%) RDBMS
19 86 (3.54%) SAP Data Services
Development Applications
1 158 (6.50%) Talend Open Studio
2 93 (3.83%) ERwin
3 63 (2.59%) Jenkins
3 63 (2.59%) JIRA
4 62 (2.55%) Team Foundation Server
5 60 (2.47%) Git (software)
6 41 (1.69%) Subversion
7 33 (1.36%) JUnit
8 31 (1.28%) Visual Studio
9 25 (1.03%) Cucumber
10 21 (0.86%) Maven
11 19 (0.78%) Toad
12 18 (0.74%) RSpec
12 18 (0.74%) SQL Server Management Studio (SSMS)
13 17 (0.70%) LSMW
14 16 (0.66%) PVCS
15 15 (0.62%) Atlassian Bamboo
15 15 (0.62%) Capybara
15 15 (0.62%) git-flow
15 15 (0.62%) Oracle Forms
General
1 624 (25.67%) Finance
2 208 (8.56%) Banking
3 101 (4.15%) Retail
4 52 (2.14%) Telecoms
5 49 (2.02%) Advertising
5 49 (2.02%) Marketing
6 41 (1.69%) Legal
7 36 (1.48%) Investment Banking
8 31 (1.28%) Back Office
8 31 (1.28%) Manufacturing
9 28 (1.15%) Front Office
9 28 (1.15%) Pharmaceutical
10 26 (1.07%) Billing
11 15 (0.62%) Financial Institution
11 15 (0.62%) Publishing
12 12 (0.49%) Electronics
13 9 (0.37%) Law
13 9 (0.37%) Retail Banking
14 8 (0.33%) Games
15 4 (0.16%) Local Government
Job Titles
1 1189 (48.91%) Developer
2 376 (15.47%) ETL Developer
3 371 (15.26%) Analyst
4 352 (14.48%) SQL Developer
5 312 (12.83%) Architect
6 274 (11.27%) Business Intelligence Developer
7 184 (7.57%) Consultant
8 177 (7.28%) SSIS Developer
9 152 (6.25%) Data Architect
10 129 (5.31%) Data Analyst
11 110 (4.52%) Test Analyst
12 108 (4.44%) Oracle Developer
13 103 (4.24%) SQL Server Developer
14 99 (4.07%) Business Developer
15 97 (3.99%) SQL BI Developer
16 94 (3.87%) ETL Analyst
17 91 (3.74%) Data Warehouse Developer
18 78 (3.21%) SQL Analyst
19 77 (3.17%) SSRS Developer
20 76 (3.13%) Informatica Developer
Libraries, Frameworks & Software Standards
1 191 (7.86%) XML
2 179 (7.36%) Web Services
3 144 (5.92%) .NET
4 75 (3.09%) MDX
5 67 (2.76%) SOAP
6 62 (2.55%) Middleware
7 58 (2.39%) HTML
8 49 (2.02%) RESTful
9 44 (1.81%) CSS
9 44 (1.81%) REST
10 38 (1.56%) JSON
11 33 (1.36%) .NET Framework
12 31 (1.28%) ASP.NET
13 28 (1.15%) Oracle Fusion
14 27 (1.11%) XSD
15 26 (1.07%) Ruby on Rails
15 26 (1.07%) Spring
16 22 (0.90%) Sass
17 21 (0.86%) J2EE
17 21 (0.86%) Visualforce
Miscellaneous
1 200 (8.23%) Analytical Skills
2 199 (8.19%) Data Integration
3 111 (4.57%) Visualisation
4 61 (2.51%) Management Information System
5 53 (2.18%) Computer Science
6 49 (2.02%) Credit Risk
6 49 (2.02%) Data Structures
7 45 (1.85%) Data Extraction
8 39 (1.60%) Enterprise Software
8 39 (1.60%) Replication
9 37 (1.52%) NHS
10 27 (1.11%) Reference Data
11 24 (0.99%) Algorithms
12 21 (0.86%) Fixed Income
13 20 (0.82%) Data Conversion
14 18 (0.74%) Equities
15 17 (0.70%) Digital Media
16 14 (0.58%) Derivative
16 14 (0.58%) Mathematics
16 14 (0.58%) N-Tier
Operating Systems
1 172 (7.08%) Unix
2 145 (5.96%) Linux
3 75 (3.09%) Windows
4 18 (0.74%) Mac OS X
5 17 (0.70%) Windows Server
6 15 (0.62%) Red Hat Enterprise Linux
7 12 (0.49%) Solaris
8 11 (0.45%) Android
8 11 (0.45%) Apple iOS
9 9 (0.37%) AIX
10 7 (0.29%) Windows Server 2008
11 3 (0.12%) Windows Server 2003
11 3 (0.12%) Windows Server 2012
12 1 (0.041%) CentOS
12 1 (0.041%) Windows 7
Processes & Methodologies
1 862 (35.46%) Business Intelligence
2 569 (23.41%) Data Modelling
3 508 (20.90%) Migration
4 506 (20.81%) Agile Software Development
5 365 (15.01%) Data Migration
6 263 (10.82%) Analytics
7 215 (8.84%) Data Analysis
8 210 (8.64%) Data Management
9 208 (8.56%) ETL Development
10 178 (7.32%) Kimball Methodology
11 164 (6.75%) Performance Tuning
12 137 (5.64%) Data Architecture
13 134 (5.51%) Scrum
14 132 (5.43%) Dimensional Modelling
14 132 (5.43%) Stakeholder Management
15 125 (5.14%) SOA
16 114 (4.69%) CRM
17 112 (4.61%) Continuous Integration
18 95 (3.91%) Data Transformation
19 94 (3.87%) Unit Testing
Programming Languages
1 1366 (56.19%) SQL
2 370 (15.22%) T-SQL
3 362 (14.89%) Java
4 250 (10.28%) PL/SQL
5 126 (5.18%) C#
6 100 (4.11%) JavaScript
7 97 (3.99%) Python
8 53 (2.18%) Shell Script
9 45 (1.85%) Scala
10 43 (1.77%) C++
11 38 (1.56%) VBA
12 32 (1.32%) Perl
13 31 (1.28%) Bash Shell
13 31 (1.28%) C
13 31 (1.28%) R
13 31 (1.28%) Ruby
14 26 (1.07%) PHP
15 23 (0.95%) Apex Code
15 23 (0.95%) PowerShell
16 21 (0.86%) VB
Qualifications
1 133 (5.47%) Security Cleared
2 99 (4.07%) Degree
3 63 (2.59%) SC Cleared
4 55 (2.26%) ISEB
5 25 (1.03%) ISTQB
6 16 (0.66%) DV Cleared
7 15 (0.62%) ISTQB Foundation Certification
8 12 (0.49%) BPSS Clearance
9 10 (0.41%) Sun Certification
10 8 (0.33%) ITIL Certification
11 7 (0.29%) CTC Cleared
12 6 (0.25%) Microsoft Certification
13 5 (0.21%) MCITP
13 5 (0.21%) SAP Certification
13 5 (0.21%) SAS Certification
14 4 (0.16%) PRINCE2 Certification
15 3 (0.12%) MCTS
15 3 (0.12%) PMI Certification
16 2 (0.082%) PMP
16 2 (0.082%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 278 (11.44%) Data Quality
2 99 (4.07%) QA
3 28 (1.15%) Solvency II
4 20 (0.82%) Disclosure Scotland
5 10 (0.41%) Dublin Core
5 10 (0.41%) SLA
6 5 (0.21%) ISO/IEC 27001
7 4 (0.16%) COBIT
7 4 (0.16%) FATCA
7 4 (0.16%) ISO27002
8 3 (0.12%) Basel II
8 3 (0.12%) IAS 39
8 3 (0.12%) MiFID
9 2 (0.082%) Dodd-Frank
9 2 (0.082%) EMIR
9 2 (0.082%) GCP
9 2 (0.082%) PCI DSS
10 1 (0.041%) CRD IV
10 1 (0.041%) FINREP
10 1 (0.041%) ISO20022
System Software
1 24 (0.99%) Oracle RAC
2 20 (0.82%) Apache Flume
3 16 (0.66%) Docker
4 13 (0.53%) Active Directory
4 13 (0.53%) HDFS
5 8 (0.33%) VMware Infrastructure
6 6 (0.25%) Apache ZooKeeper
7 4 (0.16%) vCloud
8 2 (0.082%) Hyper-V
8 2 (0.082%) Tivoli Workload Scheduler
9 1 (0.041%) Microsoft Virtual Server
9 1 (0.041%) Oracle Clusterware
9 1 (0.041%) Xen
Systems Management
1 48 (1.97%) Control-M
2 38 (1.56%) HP Quality Center
3 21 (0.86%) Puppet
4 18 (0.74%) Opscode Chef
5 15 (0.62%) Ansible
6 9 (0.37%) Kibana
6 9 (0.37%) logstash
7 8 (0.33%) Ambari
7 8 (0.33%) Oozie
7 8 (0.33%) Oracle RMAN
8 7 (0.29%) Data Guard
9 5 (0.21%) Nagios
9 5 (0.21%) Systems Management Server (SMS)
10 4 (0.16%) Grafana
10 4 (0.16%) Graphite
11 3 (0.12%) Oracle EDQ
11 3 (0.12%) Oracle Enterprise Manager
12 2 (0.082%) Hadoop YARN
12 2 (0.082%) Jitterbit
12 2 (0.082%) Tivoli
Vendors
1 681 (28.01%) Oracle
2 438 (18.02%) Microsoft
3 286 (11.76%) Informatica
4 201 (8.27%) SAP
5 158 (6.50%) Talend
6 125 (5.14%) IBM
7 104 (4.28%) Tableau
8 103 (4.24%) Cognos
9 72 (2.96%) Ab Initio
10 65 (2.67%) Teradata
11 57 (2.34%) Salesforce.com
12 40 (1.65%) Netezza
13 37 (1.52%) Sybase
14 34 (1.40%) Vertica
15 30 (1.23%) HP
16 27 (1.11%) Siebel
17 24 (0.99%) Cloudera
18 21 (0.86%) CA
19 17 (0.70%) Dell
20 16 (0.66%) VMware
Central London / West End
Oxbridge Answers
Posted: 3 days ago
Oxford, Oxfordshire
Red10
Rate: £425 - £475 per day
Posted: 3 days ago
London
Nigel Frank International Ltd
Rate: £200 - £220 per day
Posted: 3 days ago
City, London
onezeero.
Rate: £325 - £375 per annum
Posted: 5 days ago
London
onezeero.
Rate: £400 - £425 per annum
Posted: 5 days ago
Bristol
Vivid Resourcing
Rate: £250 - £290 per day
Posted: 6 days ago
London
Nigel Frank International Ltd
Rate: £450 - £480 per annum
Posted: 3 days ago
City, London
BAE Systems Applied Intelligence Ltd
Posted: 5 days ago
City, London
ANSON MCCADE
Rate: £350 - £375 per day
Posted: 4 days ago
Warwick, Warwickshire
Experis Ltd
Rate: £411.00 per day
Posted: 6 days ago
London
Opilio Recruitment
Rate: £45k - 49k per year
Posted: 3 days ago
Coventry, West Midlands (County)
NSK International Consultants Ltd
Rate: Competitive Daily Rate
Posted: 5 days ago
London
Joseph Harry Ltd
Posted: 4 days ago
West Midlands
Austin Fraser
Rate: £350 - £450 per day + DOE
Posted: 4 days ago
London
McGregor Boyall
Rate: £500 - £600 per day
Posted: 6 days ago
Manchester
Vivid Resourcing
Rate: £400 - £500 per day
Posted: 11 days ago
Manchester, Lancashire
Oscar
Rate: £300 - £350 per day
Posted: 5 days ago
London
Venturi
Rate: £350 - £395 per day
Posted: 7 days ago
London
ComputAppoint
Rate: £500 - £700 per day
Posted: 4 days ago
Milton Keynes
Vivid Resourcing
Posted: 10 days ago
Leicester, Leicestershire
Oscar
Rate: £375 - £475 per day
Posted: 4 days ago
Portsmouth, Hampshire
Connectus
Rate: £30 per hour
Posted: 6 days ago
Leicester, Leicestershire
Oscar
Rate: £375 - £475 per day
Posted: 4 days ago
City of London
Venturi
Rate: £350 - £425 per day
Posted: 11 days ago
Taunton, Somerset
Sopra Steria Recruitment
Rate: From £33,000 to £38,000 per annum
Posted: 5 days ago
Barnet
IQ Public Sector
Rate: £250 - £300 per day
Posted: 11 days ago
Lincoln
Edward Carter Solutions
Rate: Market Rates
Posted: 14 days ago
Buckinghamshire
Rullion IT Plus
Posted: 4 days ago
Birmingham
Real Staffing
Rate: £350 - £400 per annum + competitive
Posted: 20 days ago
North London
IQ Public Sector
Rate: £300 - £400 per day
Posted: 10 days ago