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 29 July 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
29 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 88 69 79
Rank change year-on-year
-19 +10
Contract jobs citing ETL 1398 1643 1286
As % of all contract IT jobs located in the UK 2.60% 2.88% 2.35%
As % of the Processes & Methodologies category 3.14% 3.60% 2.99%
Number of daily rates quoted 918 1106 772
Median daily rate £425 £413 £425
Median daily rate % change year-on-year
+3.03% -2.94%
90% offered a daily rate of more than £325 £300 £288
10% offered a daily rate of more than £550 £543 £550
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 6 11 5
Median hourly rate £20.50 £25.00 £55.00
Median hourly rate % change year-on-year
-18.00% -54.54%
UK excluding London median hourly rate £20.50 £28.75 £46.40
% change year-on-year
-28.69% -38.03%

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
44570 45659 42979
As % of all contract IT jobs located in the UK 82.76% 79.96% 78.53%
Number of daily rates quoted 29477 29618 26643
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 £295 £280 £275
10% offered a daily rate of more than £600 £575 £563
UK excluding London median daily rate £400 £388 £375
% change year-on-year
+3.22% +3.33%
Number of hourly rates quoted 1040 1201 1204
Median hourly rate £28.50 £28.60 £25.00
Median hourly rate % change year-on-year
-0.33% +14.38%
90% offered a hourly rate of more than £12.50 £12.45 £13.00
10% offered a hourly rate of more than £52.16 £52.17 £47.50
UK excluding London median hourly rate £30.00 £30.00 £27.00
% change year-on-year
- +11.11%

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 29 July 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 29 July 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 29 July 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 -14 1300 £425 - 228
London -18 583 £450 - 90
South East -1 215 £400 -5.32% 22
North West +2 135 £403 +0.62% 36
City of London -14 110 £450 -0.82% 29
West Midlands +5 97 £412 +8.00% 17
Yorkshire -5 96 £390 +4.00% 17
Scotland -18 79 £425 +13.33% 16
Cheshire +13 67 £413 +3.12% 14
East of England +16 65 £425 +21.42% 14
West Yorkshire -12 60 £400 +6.66% 11
Edinburgh -13 53 £428 +10.32% 9
Berkshire -16 53 £434 +8.43% 6
Chester +9 44 £425 +6.25% 3
South West -50 41 £363 +2.11% 15
Buckinghamshire +23 36 £413 +17.85% 3
Oxfordshire 0 36 £375 -14.52% 1
East Midlands -7 36 £418 +15.17% 12
Birmingham +8 35 £418 +1.33% 6
Manchester -18 31 £405 -4.70% 14
Leeds -18 31 £390 +16.41% 7
Oxford -3 26 £375 -14.28%
Milton Keynes +20 25 £425 +25.92%
Surrey -6 24 £395 +12.85% 4
Bristol -11 24 £356 -5.00% 5
Glasgow -15 23 £400 +12.28% 7
North East -40 23 £400 -5.88% 5
Hertfordshire +15 22 £375 +20.96% 3
Hampshire -16 22 £400 - 2
Northamptonshire +3 20 £350 -22.22% 3

ETL
Top 30 Related IT Skills

For the 6 months to 29 July 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 1512 (57.60%) SQL
2 1109 (42.25%) Data Warehouse
3 961 (36.61%) Business Intelligence
4 930 (35.43%) SQL Server
5 779 (29.68%) Oracle
6 719 (27.39%) Finance
7 715 (27.24%) SQL Server Integration Services
8 624 (23.77%) Data Modelling
9 584 (22.25%) Agile Software Development
10 533 (20.30%) Migration
11 473 (18.02%) SQL Server Reporting Services
12 469 (17.87%) Microsoft
13 422 (16.08%) T-SQL
14 410 (15.62%) Java
15 384 (14.63%) SQL Server Analysis Services
16 370 (14.10%) Data Migration
17 326 (12.42%) Informatica
18 289 (11.01%) Analytics
19 275 (10.48%) PL/SQL
20 271 (10.32%) Big Data
21 260 (9.90%) Data Quality
22 237 (9.03%) Relational Database
23 233 (8.88%) Oracle Database
24 222 (8.46%) Data Analysis
25 218 (8.30%) Banking
26 216 (8.23%) SAP
27 214 (8.15%) ETL Development
28 212 (8.08%) Kimball Methodology
29 209 (7.96%) SQL Server 2012
30 206 (7.85%) Analytical Skills

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
1 122 (4.65%) SAS
2 83 (3.16%) Apache Spark
3 78 (2.97%) SharePoint
4 42 (1.60%) Apache Pig
5 40 (1.52%) WebLogic
6 35 (1.33%) Elasticsearch
7 34 (1.30%) Apache
8 31 (1.18%) Oracle Service Bus
9 30 (1.14%) WebSphere
10 19 (0.72%) BizTalk Server
10 19 (0.72%) Confluence
11 18 (0.69%) JBoss
12 17 (0.65%) Oracle SOA Suite
13 16 (0.61%) Oracle Workflow
14 15 (0.57%) CMS
14 15 (0.57%) Tomcat
15 13 (0.50%) Apache Solr
16 10 (0.38%) IIS
16 10 (0.38%) Jetty
17 8 (0.30%) PowerExchange
Applications
1 176 (6.70%) MS Excel
2 42 (1.60%) MS Office
3 31 (1.18%) MS PowerPoint
4 15 (0.57%) MS Visio
4 15 (0.57%) SPSS
5 12 (0.46%) MS Project
5 12 (0.46%) Spreadsheet
Business Applications
1 49 (1.87%) Oracle EBS
2 37 (1.41%) Oracle EBS R12
3 32 (1.22%) Dynamics CRM
4 16 (0.61%) Cognos Business Intelligence
5 14 (0.53%) SAP IS-U
6 12 (0.46%) SAP Oil and Gas
7 11 (0.42%) Oracle Applications
7 11 (0.42%) SAP MDM
8 10 (0.38%) Oracle Payables
8 10 (0.38%) SAP ERP
8 10 (0.38%) Unit4 Business World
9 9 (0.34%) Oracle Financials
10 8 (0.30%) Dynamics AX
11 7 (0.27%) HFM
11 7 (0.27%) Oracle General Ledger
11 7 (0.27%) Salesforce.com CRM
12 6 (0.23%) Markit EDM
12 6 (0.23%) Oracle Assets
12 6 (0.23%) Oracle Cash Management
12 6 (0.23%) Oracle Receivables
Cloud Services
1 93 (3.54%) Amazon AWS
2 48 (1.83%) Microsoft Azure
3 21 (0.80%) Boomi
4 18 (0.69%) SaaS
5 17 (0.65%) Force.com
6 15 (0.57%) GitHub
7 13 (0.50%) Amazon S3
8 11 (0.42%) Amazon Kinesis
8 11 (0.42%) AWS Elastic Beanstalk
8 11 (0.42%) Heroku
9 7 (0.27%) AWS Lambda
9 7 (0.27%) Google Analytics
9 7 (0.27%) Google Cloud Platform
9 7 (0.27%) Veeva
10 6 (0.23%) Amazon EMR
11 5 (0.19%) Amazon CloudWatch
11 5 (0.19%) Google Apps
11 5 (0.19%) SuccessFactors
12 4 (0.15%) IaaS
12 4 (0.15%) PaaS
Communications & Networking
1 17 (0.65%) Network Security
2 16 (0.61%) FTP
3 14 (0.53%) Internet
4 10 (0.38%) HTTP
5 6 (0.23%) LAN
6 5 (0.19%) SAN
6 5 (0.19%) TCP/IP
7 4 (0.15%) LDAP
7 4 (0.15%) SSL
7 4 (0.15%) WAN
8 3 (0.11%) Intranet
8 3 (0.11%) NAS
8 3 (0.11%) Skype
8 3 (0.11%) SNMP
9 2 (0.076%) ATM
9 2 (0.076%) CTI
9 2 (0.076%) Firewall
9 2 (0.076%) PuTTY
9 2 (0.076%) VPN
9 2 (0.076%) Wireless
Database & Business Intelligence
1 1109 (42.25%) Data Warehouse
2 930 (35.43%) SQL Server
3 715 (27.24%) SQL Server Integration Services
4 473 (18.02%) SQL Server Reporting Services
5 384 (14.63%) SQL Server Analysis Services
6 271 (10.32%) Big Data
7 237 (9.03%) Relational Database
8 233 (8.88%) Oracle Database
9 209 (7.96%) SQL Server 2012
10 192 (7.31%) BusinessObjects
11 186 (7.09%) Hadoop
12 174 (6.63%) SQL Server 2008
13 144 (5.49%) SQL Server 2014
14 139 (5.30%) OLAP
15 120 (4.57%) QlikView
16 108 (4.11%) DataStage
17 98 (3.73%) SAP Data Services
18 97 (3.70%) RDBMS
19 94 (3.58%) MongoDB
19 94 (3.58%) NoSQL
Development Applications
1 201 (7.66%) Talend Open Studio
2 85 (3.24%) ERwin
3 82 (3.12%) Team Foundation Server
4 73 (2.78%) JIRA
5 71 (2.70%) Jenkins
6 66 (2.51%) Visual Studio
7 51 (1.94%) Git (software)
8 43 (1.64%) Subversion
9 33 (1.26%) JUnit
10 32 (1.22%) SQL Server Management Studio (SSMS)
11 30 (1.14%) Oracle APEX
12 29 (1.10%) LSMW
13 22 (0.84%) Toad
14 21 (0.80%) Oracle Forms
15 20 (0.76%) Cucumber
16 18 (0.69%) Maven
17 17 (0.65%) IntelliJ
18 16 (0.61%) PVCS
19 15 (0.57%) Atlassian Bamboo
20 13 (0.50%) ClearQuest
General
1 719 (27.39%) Finance
2 218 (8.30%) Banking
3 129 (4.91%) Retail
4 68 (2.59%) Marketing
5 52 (1.98%) Advertising
6 45 (1.71%) Telecoms
7 41 (1.56%) Investment Banking
8 38 (1.45%) Legal
9 35 (1.33%) Manufacturing
10 28 (1.07%) Pharmaceutical
11 25 (0.95%) Back Office
12 23 (0.88%) Law
13 21 (0.80%) Front Office
14 16 (0.61%) Financial Institution
15 14 (0.53%) Publishing
15 14 (0.53%) Retail Banking
16 13 (0.50%) Electronics
17 12 (0.46%) Billing
18 10 (0.38%) Games
18 10 (0.38%) General Ledger
Job Titles
1 1279 (48.72%) Developer
2 416 (15.85%) ETL Developer
3 408 (15.54%) SQL Developer
4 394 (15.01%) Analyst
5 313 (11.92%) Architect
6 286 (10.90%) Business Intelligence Developer
7 205 (7.81%) Consultant
8 198 (7.54%) SSIS Developer
9 168 (6.40%) Data Architect
10 150 (5.71%) Data Analyst
11 128 (4.88%) Oracle Developer
12 107 (4.08%) Data Warehouse Developer
13 106 (4.04%) SQL BI Developer
14 103 (3.92%) Senior Developer
15 102 (3.89%) SQL Server Developer
16 100 (3.81%) ETL Analyst
17 99 (3.77%) Test Analyst
18 97 (3.70%) SSRS Developer
19 89 (3.39%) Informatica Developer
20 84 (3.20%) Tester
Libraries, Frameworks & Software Standards
1 182 (6.93%) XML
2 161 (6.13%) .NET
3 153 (5.83%) Web Services
4 83 (3.16%) MDX
5 69 (2.63%) SOAP
6 46 (1.75%) Middleware
7 44 (1.68%) RESTful
8 43 (1.64%) HTML
9 41 (1.56%) REST
10 38 (1.45%) .NET Framework
11 37 (1.41%) ASP.NET
12 30 (1.14%) JSON
13 28 (1.07%) Kafka
13 28 (1.07%) Spring
14 24 (0.91%) CSS
14 24 (0.91%) XSLT
15 23 (0.88%) JMS
16 21 (0.80%) Oracle Fusion
17 20 (0.76%) Apache CXF
17 20 (0.76%) HTML5
Miscellaneous
1 206 (7.85%) Analytical Skills
1 206 (7.85%) Data Integration
2 98 (3.73%) Visualisation
3 70 (2.67%) Management Information System
4 66 (2.51%) Data Structures
5 55 (2.10%) Data Extraction
6 48 (1.83%) Computer Science
7 47 (1.79%) Enterprise Software
8 41 (1.56%) Replication
9 37 (1.41%) Credit Risk
10 27 (1.03%) Data Conversion
10 27 (1.03%) NHS
11 25 (0.95%) Fixed Income
12 24 (0.91%) Algorithms
13 23 (0.88%) Equities
14 20 (0.76%) Reference Data
14 20 (0.76%) Virtual Team
15 17 (0.65%) Digital Media
15 17 (0.65%) User Experience
16 16 (0.61%) Clustering
Operating Systems
1 203 (7.73%) Unix
2 183 (6.97%) Linux
3 88 (3.35%) Windows
4 15 (0.57%) Red Hat Enterprise Linux
5 14 (0.53%) Windows Server
6 13 (0.50%) Android
7 12 (0.46%) AIX
7 12 (0.46%) Apple iOS
8 10 (0.38%) Solaris
9 8 (0.30%) Mac OS X
10 7 (0.27%) Ubuntu
11 4 (0.15%) CentOS
11 4 (0.15%) Windows Server 2003
11 4 (0.15%) Windows Server 2008
12 3 (0.11%) Windows 7
13 2 (0.076%) Windows Server 2012
14 1 (0.038%) VMS
14 1 (0.038%) Windows XP
Processes & Methodologies
1 961 (36.61%) Business Intelligence
2 624 (23.77%) Data Modelling
3 584 (22.25%) Agile Software Development
4 533 (20.30%) Migration
5 370 (14.10%) Data Migration
6 289 (11.01%) Analytics
7 222 (8.46%) Data Analysis
8 214 (8.15%) ETL Development
9 212 (8.08%) Kimball Methodology
10 198 (7.54%) Data Management
11 181 (6.90%) Performance Tuning
12 157 (5.98%) Dimensional Modelling
13 143 (5.45%) Data Architecture
14 142 (5.41%) Scrum
15 135 (5.14%) Stakeholder Management
16 115 (4.38%) Unit Testing
17 114 (4.34%) Continuous Integration
18 111 (4.23%) Data Transformation
19 108 (4.11%) CRM
20 100 (3.81%) SOA
Programming Languages
1 1512 (57.60%) SQL
2 422 (16.08%) T-SQL
3 410 (15.62%) Java
4 275 (10.48%) PL/SQL
5 151 (5.75%) C#
6 93 (3.54%) JavaScript
7 91 (3.47%) Python
8 89 (3.39%) Shell Script
9 56 (2.13%) Scala
10 44 (1.68%) C++
11 43 (1.64%) Perl
11 43 (1.64%) VBA
12 38 (1.45%) C
13 36 (1.37%) R
14 33 (1.26%) PHP
15 30 (1.14%) VB
16 27 (1.03%) Bash Shell
17 24 (0.91%) PowerShell
18 21 (0.80%) Apex Code
19 17 (0.65%) Ruby
Qualifications
1 149 (5.68%) Security Cleared
2 101 (3.85%) Degree
3 85 (3.24%) SC Cleared
4 38 (1.45%) ISEB
5 27 (1.03%) ISTQB
6 25 (0.95%) DV Cleared
7 20 (0.76%) BPSS Clearance
8 17 (0.65%) Microsoft Certification
9 10 (0.38%) Sun Certification
10 8 (0.30%) CIMA
10 8 (0.30%) ISTQB Foundation Certification
10 8 (0.30%) MCITP
11 7 (0.27%) BC Cleared
12 6 (0.23%) MCSE
13 5 (0.19%) CTC Cleared
13 5 (0.19%) ITIL Certification
13 5 (0.19%) MCSA
13 5 (0.19%) PRINCE2 Certification
14 4 (0.15%) MCTS
14 4 (0.15%) SAS Certification
Quality Assurance & Compliance
1 260 (9.90%) Data Quality
2 95 (3.62%) QA
3 31 (1.18%) Solvency II
4 24 (0.91%) Disclosure Scotland
5 9 (0.34%) SLA
6 6 (0.23%) GxP
7 5 (0.19%) Sarbanes-Oxley
8 4 (0.15%) FATCA
8 4 (0.15%) MiFID
8 4 (0.15%) PCI DSS
9 3 (0.11%) COBIT
9 3 (0.11%) GAAP
10 2 (0.076%) Dodd-Frank
10 2 (0.076%) EMIR
10 2 (0.076%) GCP
10 2 (0.076%) ISO/IEC 27001
11 1 (0.038%) CRD IV
11 1 (0.038%) FINREP
11 1 (0.038%) HL7
11 1 (0.038%) ISO20022
System Software
1 36 (1.37%) Apache Flume
2 25 (0.95%) HDFS
3 24 (0.91%) Active Directory
4 23 (0.88%) Oracle RAC
5 19 (0.72%) Docker
6 9 (0.34%) Apache ZooKeeper
7 8 (0.30%) VMware Infrastructure
8 3 (0.11%) Tivoli Workload Scheduler
9 2 (0.076%) GeoWebCache
9 2 (0.076%) Virtual Machines
10 1 (0.038%) Ceph
10 1 (0.038%) Hyper-V
10 1 (0.038%) Oracle Clusterware
10 1 (0.038%) Samba
10 1 (0.038%) vCloud
10 1 (0.038%) VMware Workstation
Systems Management
1 54 (2.06%) Control-M
2 35 (1.33%) HP Quality Center
3 19 (0.72%) Oracle Enterprise Manager
4 14 (0.53%) Opscode Chef
4 14 (0.53%) Puppet
5 13 (0.50%) Hadoop YARN
5 13 (0.50%) Oracle RMAN
6 12 (0.46%) Ansible
7 11 (0.42%) Oozie
8 9 (0.34%) Kibana
8 9 (0.34%) logstash
9 7 (0.27%) Nagios
10 6 (0.23%) Ambari
10 6 (0.23%) Data Guard
11 4 (0.15%) Tivoli
12 3 (0.11%) Mesos
12 3 (0.11%) SCOM
12 3 (0.11%) Systems Management Server (SMS)
13 2 (0.076%) Dollar Universe
13 2 (0.076%) MOM
Vendors
1 779 (29.68%) Oracle
2 469 (17.87%) Microsoft
3 326 (12.42%) Informatica
4 216 (8.23%) SAP
5 201 (7.66%) Talend
6 123 (4.69%) Tableau
7 121 (4.61%) IBM
8 118 (4.50%) Cognos
9 89 (3.39%) Ab Initio
10 88 (3.35%) Teradata
11 68 (2.59%) Salesforce.com
12 55 (2.10%) Netezza
13 51 (1.94%) Vertica
14 37 (1.41%) Cloudera
14 37 (1.41%) Sybase
15 34 (1.30%) MicroStrategy
16 29 (1.10%) HP
17 25 (0.95%) Hyperion
18 22 (0.84%) Siebel
19 21 (0.80%) Dell
London
ReThink Recruitment
Rate: £300 - £350 per day
Posted: 13 hours ago
Newcastle Upon Tyne, Tyne and Wear
Harvey Nash plc
Rate: £40000 - £50000 per annum
Posted: 5 hours ago
Warwickshire
Hydrogen
Rate: £350.00 - £450.00 per day
Posted: 6 hours ago
Edinburgh, Midlothian
Harvey Nash plc
Posted: 13 hours ago
Glasgow, Lanarkshire
HAYS INFORMATION TECHNOLOGY
Rate: £400.00 - £500 per day
Posted: Yesterday
Slough, Berkshire
Opus Recruitment Solutions Ltd
Rate: £350 - £400 per day
Posted: 2 days ago
Warwickshire
Hydrogen
Rate: £350.00 - £450.00 per day
Posted: 6 hours ago
City, London
Lawrence Harvey Enterprise
Posted: 4 days ago
Greater Manchester
Adria Solutions Ltd
Rate: £350 - £400 per day
Posted: 3 days ago
North West
People Source Consulting
Rate: £300 - £400 per day
Posted: 13 hours ago
City, London
Venturi
Rate: £350 - £425 per day
Posted: 3 days ago
London
Careerwise UK Limited
Rate: £400 - £450 per day
Posted: 3 days ago
London
McGregor Boyall
Rate: £450 per day
Posted: 3 days ago
London
E-synergy Solutions
Rate: £500 - £600 per day
Posted: Yesterday
London
Marcus Donald People
Rate: £450 - £550 per day
Posted: 2 days ago
Newcastle Upon Tyne, Tyne and Wear
Harvey Nash plc
Rate: £250 - £350 per day
Posted: 5 hours ago
City, London
Experis Ltd
Rate: £400.00 - £440.00 per day
Posted: 3 days ago
Birmingham, West Midlands (County)
HAYS INFORMATION TECHNOLOGY
Rate: £300.00 - £350.00 per day
Posted: Yesterday
London
Careerwise UK Limited
Rate: £450 - £550 per day
Posted: 3 days ago
London
Allen Lane Interim & Permanent Recruitment
Rate: From £400 to £500 per hour
Posted: 2 days ago
South West London
Careerwise UK Limited
Rate: £400 - £500 per day + negotiable
Posted: 3 days ago
Chester, Cheshire
TEKsystems
Rate: £400 - £450 per day
Posted: 3 days ago
Bedfordshire
Adalta Recruitment Solutions
Rate: £350 - £450 per day
Posted: 4 days ago
City, London
Salt
Rate: £385 - £425 per day
Posted: 4 days ago
West Midlands
Nigel Frank International Ltd
Rate: £450 - £600 per day
Posted: 4 days ago
Warwick, Warwickshire
Harvey Nash plc
Rate: £300 - £400 per annum
Posted: 4 days ago
West Midlands
ReThink Recruitment
Posted: 4 days ago
Edinburgh & Lothians
Ping IT Recruitment ltd
Posted: 3 days ago
UK
Oscar
Rate: £400 - £700 per day
Posted: 3 days ago
Northampton, Northamptonshire
ReThink Recruitment
Rate: £550 - £650 per day
Posted: 4 days ago