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 22 January 2017 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
22 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
UK
Rank 87 81 78
Rank change year-on-year
-6 -3
Contract jobs citing ETL 1110 1275 1269
As % of all contract IT jobs located in the UK 2.52% 2.51% 2.50%
As % of the Processes & Methodologies category 3.07% 3.07% 3.18%
Number of daily rates quoted 714 895 809
Median daily rate £450 £425 £415
Median daily rate % change year-on-year
+5.88% +2.40%
90% offered a daily rate of more than £325 £300 £300
10% offered a daily rate of more than £588 £550 £575
UK excluding London median daily rate £403 £388 £388
% change year-on-year
+3.87% -
Number of hourly rates quoted 14 3 8
Median hourly rate £33.91 £56.00 £36.75
Median hourly rate % change year-on-year
-39.45% +52.38%
90% offered a hourly rate of more than £18.72 £42.00 £30.50
10% offered a hourly rate of more than £41.00 £61.60 £41.78
UK excluding London median hourly rate £40.00 £56.00 £36.75
% change year-on-year
-28.57% +52.38%

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
36193 41509 39855
As % of all contract IT jobs located in the UK 82.16% 81.76% 78.53%
Number of daily rates quoted 23989 26924 25716
Median daily rate £450 £425 £423
Median daily rate % change year-on-year
+5.88% +0.59%
90% offered a daily rate of more than £300 £290 £285
10% offered a daily rate of more than £600 £600 £575
UK excluding London median daily rate £405 £400 £393
% change year-on-year
+1.25% +1.91%
Number of hourly rates quoted 920 1213 1044
Median hourly rate £34.50 £38.25 £25.00
Median hourly rate % change year-on-year
-9.80% +53.00%
90% offered a hourly rate of more than £12.50 £13.16 £12.00
10% offered a hourly rate of more than £51.71 £55.00 £47.50
UK excluding London median hourly rate £35.00 £40.00 £26.00
% change year-on-year
-12.50% +53.84%

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 22 January 2017.

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 22 January 2017.

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 22 January 2017. 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 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 -3 1052 £450 +5.88% 251
London +10 521 £475 +5.55% 115
South East +38 167 £469 +13.63% 42
City of London +5 102 £475 -5.00% 35
North West +11 82 £400 +14.28% 31
Yorkshire +17 70 £375 - 14
West Midlands -29 52 £368 -16.00% 14
South West -35 52 £375 +2.73% 15
West Yorkshire +25 50 £375 - 9
Berkshire +22 50 £450 +1.40% 9
East Midlands +7 46 £300 -25.00% 7
Oxfordshire +32 45 £488 +13.37% 7
Scotland +3 44 £375 -3.84% 10
Leeds +19 39 £375 - 6
East of England -26 39 £433 +8.12% 10
Manchester +5 35 £400 +10.34% 17
Glasgow +12 28 £375 -3.84% 3
Cheshire +33 27 £400 +18.51% 10
Oxford +23 27 £500 +15.27% 3
Wiltshire -2 22 £358 +4.76% 2
Northamptonshire -5 22 £250 -39.39% 2
Reading +28 21 £425 -10.52% 2
South Yorkshire -3 17 £375 -28.57% 1
Birmingham -6 17 £280 -28.20% 3
Hampshire +11 16 £475 +35.71% 9
Buckinghamshire +1 16 £450 +13.20% 3
Surrey +18 15 £400 -22.89% 7
Milton Keynes +10 13 £475 -9.52% 3
Essex -17 13 £400 +10.34%
Bristol -34 13 £265 -24.28% 5

ETL
Top 30 Related IT Skills

For the 6 months to 22 January 2017, 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 1447 (59.23%) SQL
2 1062 (43.47%) Data Warehouse
3 916 (37.49%) Business Intelligence
4 853 (34.92%) SQL Server
5 786 (32.17%) SQL Server Integration Services
6 610 (24.97%) Data Modelling
7 599 (24.52%) Agile Software Development
8 580 (23.74%) Oracle
9 556 (22.76%) Finance
10 486 (19.89%) SQL Server Reporting Services
11 468 (19.16%) Microsoft
12 389 (15.92%) Migration
13 382 (15.64%) T-SQL
14 373 (15.27%) Big Data
15 362 (14.82%) SQL Server Analysis Services
16 317 (12.98%) Java
17 291 (11.91%) Analytics
18 284 (11.63%) Hadoop
19 270 (11.05%) Data Migration
20 250 (10.23%) Analytical Skills
21 249 (10.19%) Data Quality
22 229 (9.37%) Informatica
23 227 (9.29%) Data Analysis
24 226 (9.25%) SQL Server 2012
25 217 (8.88%) SAP
26 214 (8.76%) Data Management
26 214 (8.76%) Performance Tuning
27 209 (8.56%) BusinessObjects
28 207 (8.47%) Data Integration
29 201 (8.23%) Banking

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
1 178 (7.29%) Apache Spark
2 85 (3.48%) SAS
3 75 (3.07%) SharePoint
4 58 (2.37%) Apache
5 48 (1.96%) Apache Pig
6 30 (1.23%) Elasticsearch
7 25 (1.02%) Confluence
8 24 (0.98%) Oracle SOA Suite
9 23 (0.94%) WebLogic
10 22 (0.90%) IIS
10 22 (0.90%) JBoss
11 20 (0.82%) PowerExchange
12 18 (0.74%) BizTalk Server
13 15 (0.61%) Apache Solr
14 11 (0.45%) Tomcat
15 9 (0.37%) SharePoint 2010
16 8 (0.33%) Oracle Workflow
17 6 (0.25%) CMS
18 5 (0.20%) MS Exchange
18 5 (0.20%) WebSphere
Applications
1 184 (7.53%) MS Excel
2 37 (1.51%) MS Office
3 32 (1.31%) MS PowerPoint
4 19 (0.78%) SPSS
5 14 (0.57%) MS Visio
6 12 (0.49%) Spreadsheet
7 8 (0.33%) MS Project
8 4 (0.16%) InfoPath
9 2 (0.082%) Photoshop
9 2 (0.082%) Stata
9 2 (0.082%) Weka
10 1 (0.041%) Mathematica
Business Applications
1 28 (1.15%) Dynamics CRM
2 26 (1.06%) Oracle EBS
3 24 (0.98%) Oracle EBS R12
4 23 (0.94%) Dynamics AX
5 18 (0.74%) HFM
5 18 (0.74%) Hyperion Planning
6 16 (0.65%) SAP Oil and Gas
7 13 (0.53%) IBM Operational Decision Manager
7 13 (0.53%) Oracle Applications
8 11 (0.45%) Dynamics NAV
8 11 (0.45%) Oracle ERP
9 10 (0.41%) Oracle Payables
9 10 (0.41%) Unit4 Business World
10 9 (0.37%) Cognos TM1
10 9 (0.37%) Oracle Financials
10 9 (0.37%) Oracle Receivables
10 9 (0.37%) SAP FI
11 8 (0.33%) Cognos Business Intelligence
11 8 (0.33%) SAP ERP
12 5 (0.20%) SAP CRM
Cloud Services
1 139 (5.69%) Amazon AWS
2 110 (4.50%) Microsoft Azure
3 45 (1.84%) PaaS
4 40 (1.64%) IaaS
5 24 (0.98%) Amazon EMR
6 22 (0.90%) Amazon S3
6 22 (0.90%) SaaS
7 20 (0.82%) Cloud Computing
8 19 (0.78%) Amazon EC2
9 16 (0.65%) GitHub
10 13 (0.53%) Google Cloud Platform
11 11 (0.45%) AWS Elastic Beanstalk
12 10 (0.41%) Boomi
12 10 (0.41%) Route 53
13 9 (0.37%) Amazon Kinesis
14 8 (0.33%) AWS Lambda
15 7 (0.29%) Google Analytics
15 7 (0.29%) Virtual Private Cloud
16 6 (0.25%) Amazon ELB
17 5 (0.20%) Azure Active Directory
Communications & Networking
1 19 (0.78%) Firewall
2 16 (0.65%) FTP
3 13 (0.53%) Intranet
4 9 (0.37%) HTTP
4 9 (0.37%) LDAP
4 9 (0.37%) SAN
4 9 (0.37%) TCP/IP
5 8 (0.33%) Kerberos
6 7 (0.29%) Internet
7 6 (0.25%) Network Security
8 5 (0.20%) Intrusion Detection
8 5 (0.20%) PuTTY
9 4 (0.16%) DNS
9 4 (0.16%) LAN
9 4 (0.16%) WAN
10 3 (0.12%) 2G
10 3 (0.12%) 3G
10 3 (0.12%) WinSCP
11 2 (0.082%) LTE
11 2 (0.082%) Unified Communications
Database & Business Intelligence
1 1062 (43.47%) Data Warehouse
2 853 (34.92%) SQL Server
3 786 (32.17%) SQL Server Integration Services
4 486 (19.89%) SQL Server Reporting Services
5 373 (15.27%) Big Data
6 362 (14.82%) SQL Server Analysis Services
7 284 (11.63%) Hadoop
8 226 (9.25%) SQL Server 2012
9 209 (8.56%) BusinessObjects
10 181 (7.41%) Relational Database
11 180 (7.37%) SQL Server 2014
12 162 (6.63%) Oracle Database
13 149 (6.10%) Apache Hive
14 128 (5.24%) QlikView
15 127 (5.20%) NoSQL
16 119 (4.87%) OLAP
17 118 (4.83%) SQL Server 2008
18 105 (4.30%) MongoDB
19 102 (4.18%) Power BI
20 91 (3.72%) Oracle ODI
Development Applications
1 196 (8.02%) Talend Open Studio
2 97 (3.97%) JIRA
2 97 (3.97%) Team Foundation Server
3 59 (2.42%) Jenkins
4 58 (2.37%) ERwin
5 51 (2.09%) Git (software)
6 46 (1.88%) Visual Studio
7 27 (1.11%) Maven
8 25 (1.02%) Subversion
9 22 (0.90%) JUnit
10 17 (0.70%) Cucumber
10 17 (0.70%) LSMW
11 15 (0.61%) Mockito
11 15 (0.61%) SQL Server Management Studio (SSMS)
12 13 (0.53%) Selenium
13 10 (0.41%) Oracle Forms
14 9 (0.37%) Atlassian Bamboo
14 9 (0.37%) Sonatype Nexus
14 9 (0.37%) Toad
15 8 (0.33%) Liquibase
General
1 556 (22.76%) Finance
2 201 (8.23%) Banking
3 88 (3.60%) Retail
4 71 (2.91%) Marketing
5 60 (2.46%) Advertising
6 40 (1.64%) Investment Banking
7 39 (1.60%) Telecoms
8 34 (1.39%) Front Office
9 31 (1.27%) Legal
10 25 (1.02%) Pharmaceutical
11 23 (0.94%) Manufacturing
12 21 (0.86%) Publishing
13 20 (0.82%) Billing
14 16 (0.65%) Back Office
15 13 (0.53%) Financial Institution
16 11 (0.45%) General Ledger
17 10 (0.41%) Games
17 10 (0.41%) Law
18 9 (0.37%) Electronics
18 9 (0.37%) Retail Banking
Job Titles
1 1115 (45.64%) Developer
2 345 (14.12%) ETL Developer
3 334 (13.67%) Analyst
4 305 (12.48%) SQL Developer
5 299 (12.24%) Architect
6 250 (10.23%) Business Intelligence Developer
7 189 (7.74%) Consultant
8 187 (7.65%) Data Architect
9 171 (7.00%) SSIS Developer
10 157 (6.43%) Data Analyst
11 135 (5.53%) DBA
12 102 (4.18%) Data Warehouse Developer
13 97 (3.97%) Business Developer
14 83 (3.40%) Oracle Developer
15 77 (3.15%) Senior Developer
15 77 (3.15%) SQL DBA
16 75 (3.07%) ETL Analyst
17 72 (2.95%) Data Engineer
18 69 (2.82%) SSRS Developer
19 68 (2.78%) Data Consultant
Libraries, Frameworks & Software Standards
1 174 (7.12%) XML
2 168 (6.88%) Web Services
3 147 (6.02%) .NET
4 92 (3.77%) MDX
5 62 (2.54%) Kafka
6 61 (2.50%) SOAP
7 56 (2.29%) HTML
8 53 (2.17%) RESTful
9 49 (2.01%) JSON
10 48 (1.96%) REST
11 42 (1.72%) Middleware
12 37 (1.51%) CSS
13 33 (1.35%) XSD
14 30 (1.23%) ASP.NET
14 30 (1.23%) XML Schema
15 29 (1.19%) J2EE
15 29 (1.19%) Spring
16 27 (1.11%) XSLT
17 22 (0.90%) .NET Framework
18 21 (0.86%) AngularJS
Miscellaneous
1 250 (10.23%) Analytical Skills
2 207 (8.47%) Data Integration
3 134 (5.49%) Visualisation
4 121 (4.95%) Management Information System
5 74 (3.03%) Data Structures
6 68 (2.78%) Data Extraction
7 67 (2.74%) Replication
8 59 (2.42%) Computer Science
9 46 (1.88%) Reference Data
10 43 (1.76%) Statistics
11 36 (1.47%) NHS
12 35 (1.43%) Credit Risk
13 32 (1.31%) Enterprise Software
14 31 (1.27%) Data Centre
15 30 (1.23%) Algorithms
16 27 (1.11%) Clustering
17 25 (1.02%) Mathematics
18 24 (0.98%) Data Conversion
19 21 (0.86%) Mainframe
20 16 (0.65%) Informatics
Operating Systems
1 162 (6.63%) Linux
2 144 (5.89%) Unix
3 91 (3.72%) Windows
4 27 (1.11%) Windows Server
5 17 (0.70%) Red Hat Enterprise Linux
6 9 (0.37%) Solaris
7 7 (0.29%) Windows Server 2008
8 6 (0.25%) CentOS
8 6 (0.25%) Windows Server 2012
9 5 (0.20%) Windows Server 2003
10 3 (0.12%) Ubuntu
10 3 (0.12%) Windows 7
10 3 (0.12%) Windows XP
11 2 (0.082%) AIX
11 2 (0.082%) HPUX
11 2 (0.082%) SUSE
12 1 (0.041%) Android
12 1 (0.041%) Apple iOS
12 1 (0.041%) Debian
Processes & Methodologies
1 916 (37.49%) Business Intelligence
2 610 (24.97%) Data Modelling
3 599 (24.52%) Agile Software Development
4 389 (15.92%) Migration
5 291 (11.91%) Analytics
6 270 (11.05%) Data Migration
7 227 (9.29%) Data Analysis
8 214 (8.76%) Data Management
8 214 (8.76%) Performance Tuning
9 176 (7.20%) Kimball Methodology
10 169 (6.92%) ETL Development
11 148 (6.06%) Scrum
12 125 (5.12%) Continuous Integration
13 115 (4.71%) Data Cleansing
14 108 (4.42%) Dimensional Modelling
15 104 (4.26%) ERP
15 104 (4.26%) SOA
16 103 (4.22%) Data Architecture
17 98 (4.01%) Project Management
18 96 (3.93%) Stakeholder Management
Programming Languages
1 1447 (59.23%) SQL
2 382 (15.64%) T-SQL
3 317 (12.98%) Java
4 190 (7.78%) PL/SQL
5 183 (7.49%) Python
6 175 (7.16%) C#
7 95 (3.89%) Scala
8 68 (2.78%) R
9 67 (2.74%) JavaScript
10 59 (2.42%) PowerShell
11 58 (2.37%) Perl
12 49 (2.01%) Shell Script
13 42 (1.72%) Bash Shell
14 37 (1.51%) VBA
15 31 (1.27%) C
16 28 (1.15%) VB
17 23 (0.94%) PHP
18 19 (0.78%) C++
19 16 (0.65%) Ruby
20 13 (0.53%) VB.NET
Qualifications
1 136 (5.57%) Degree
2 119 (4.87%) Security Cleared
3 79 (3.23%) SC Cleared
4 19 (0.78%) ISTQB
5 18 (0.74%) Microsoft Certification
6 14 (0.57%) ISEB
7 8 (0.33%) BPSS Clearance
7 8 (0.33%) MCSA
7 8 (0.33%) MCSE
8 7 (0.29%) DV Cleared
9 6 (0.25%) PMI Certification
10 4 (0.16%) CHECK Team Member
10 4 (0.16%) CISM
10 4 (0.16%) CREST Certified
10 4 (0.16%) HNC
10 4 (0.16%) HND
10 4 (0.16%) MCITP
11 3 (0.12%) CTC Cleared
11 3 (0.12%) ITIL Certification
11 3 (0.12%) MCSD
Quality Assurance & Compliance
1 249 (10.19%) Data Quality
2 104 (4.26%) QA
3 20 (0.82%) Disclosure Scotland
4 18 (0.74%) SLA
5 7 (0.29%) Sarbanes-Oxley
6 6 (0.25%) ISO20022
6 6 (0.25%) PCI DSS
7 5 (0.20%) Solvency II
8 4 (0.16%) GxP
9 3 (0.12%) GAAP
9 3 (0.12%) MiFID
10 2 (0.082%) Dodd-Frank
10 2 (0.082%) EMIR
10 2 (0.082%) FATCA
11 1 (0.041%) Basel III
11 1 (0.041%) BS7666
11 1 (0.041%) COREP
11 1 (0.041%) FINREP
11 1 (0.041%) HL7
11 1 (0.041%) SDET
System Software
1 59 (2.42%) HDFS
2 33 (1.35%) Apache Flume
3 24 (0.98%) Active Directory
4 17 (0.70%) Docker
5 12 (0.49%) Oracle RAC
6 10 (0.41%) Virtual Machines
7 9 (0.37%) KVM
8 7 (0.29%) VMware Infrastructure
9 5 (0.20%) Snort
10 4 (0.16%) Apache ZooKeeper
11 3 (0.12%) VMware Workstation
12 2 (0.082%) Hyper-V
12 2 (0.082%) NFS
12 2 (0.082%) Virtual Servers
12 2 (0.082%) VirtualBox
12 2 (0.082%) Xen
Systems Management
1 26 (1.06%) Oozie
2 22 (0.90%) HP Quality Center
2 22 (0.90%) Opscode Chef
3 19 (0.78%) Hadoop YARN
4 18 (0.74%) Ansible
4 18 (0.74%) Puppet
5 14 (0.57%) Control-M
5 14 (0.57%) Kibana
6 11 (0.45%) Data Guard
6 11 (0.45%) Failover Clustering
7 10 (0.41%) MOM
8 9 (0.37%) logstash
8 9 (0.37%) Rsyslog
9 8 (0.33%) Ambari
10 7 (0.29%) Grafana
11 6 (0.25%) Mesos
11 6 (0.25%) OpenSSO
11 6 (0.25%) Tivoli Storage Manager
12 5 (0.20%) Nagios
12 5 (0.20%) Tivoli
Vendors
1 580 (23.74%) Oracle
2 468 (19.16%) Microsoft
3 229 (9.37%) Informatica
4 217 (8.88%) SAP
5 196 (8.02%) Talend
6 150 (6.14%) Tableau
7 112 (4.58%) Teradata
8 100 (4.09%) IBM
9 87 (3.56%) Cognos
10 60 (2.46%) Ab Initio
11 53 (2.17%) Netezza
12 47 (1.92%) Sybase
13 46 (1.88%) Cloudera
13 46 (1.88%) Hyperion
14 44 (1.80%) MicroStrategy
15 37 (1.51%) Salesforce.com
16 30 (1.23%) Vertica
17 27 (1.11%) Splunk
18 23 (0.94%) Google
18 23 (0.94%) Hortonworks
Andover, Hampshire
Experis Ltd
Rate: £400 - £480 per day
Posted: 2 days ago
London
Parallel Consulting
Rate: £300 - £375 per day + experience dependant
Posted: 2 days ago
City, London
Oliver Bernard
Rate: £400 - £450 per day
Posted: 2 days ago
West Midlands
ReThink Recruitment
Rate: £0.00 per annum
Posted: 2 days ago
London
Venn Group
Rate: £31000 - £41000 Per Annum
Posted: 4 days ago
Central London / West End
The Bridge Ltd
Rate: Unspecified £300 - £600 per day
Posted: 2 days ago
London
Venturi
Rate: £300 - £350 per day
Posted: 4 days ago
London
Eames Consulting
Rate: £400 - £500 per day
Posted: 5 days ago
Berkshire
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 5 days ago
London
Opus Recruitment Solutions Ltd
Rate: £350 - £425 per day
Posted: 6 days ago
Oxfordshire
LA International
Rate: £300 - £400 per day
Posted: 5 days ago
Crewe, Cheshire
Opus Recruitment Solutions Ltd
Rate: Competitive
Posted: 6 days ago
Cheshire
Lawrence Harvey Enterprise
Posted: 5 days ago
Edinburgh, Midlothian
HAYS INFORMATION TECHNOLOGY
Rate: £300.00 - £325 per day
Posted: 5 days ago
Oxford, Oxfordshire
Red10
Rate: £400 - £500 per day
Posted: 5 days ago
Birmingham, West Midlands (County)
Experis Ltd
Posted: 5 days ago
Macclesfield, Cheshire
Spring Technology
Rate: £550.00 per day
Posted: 5 days ago
Southampton, Hampshire
Opus Recruitment Solutions Ltd
Rate: £400 - £500 per day
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Posted: 6 days ago
East London
Michael Bailey Associates
Rate: market rates
Posted: 5 days ago
Macclesfield, Cheshire
HAYS INFORMATION TECHNOLOGY
Rate: £500.00 - £550.00 per day
Posted: 5 days ago
Southampton, Hampshire
Lorien Resourcing
Posted: 5 days ago
Southampton, Hampshire
The Bridge Ltd
Rate: Unspecified Neg
Posted: 5 days ago
Berkshire
TEKsystems
Rate: £400 - £500 per day
Posted: 6 days ago
London
McGregor Boyall
Rate: £550 - £650 per annum
Posted: 6 days ago
London
LA International
Rate: £500 - £550 per day
Posted: 6 days ago
Cambridge, Cambridgeshire
Spring Technology
Rate: £500.00 per day
Posted: 5 days ago
London
Square One Resources
Rate: Up to £525 per day
Posted: 6 days ago
South East London
Just Giving
Rate: From £400 to £500 per day
Posted: 16 days ago
Slough, Berkshire
Engage PSG
Rate: £450 - £500 per annum + DOE
Posted: 4 days ago