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 25 September 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
25 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 84 63 75
Rank change year-on-year
-21 +12
Contract jobs citing ETL 1424 1764 1433
As % of all contract IT jobs located in the UK 2.69% 3.04% 2.48%
As % of the Processes & Methodologies category 3.24% 3.76% 3.20%
Number of daily rates quoted 920 1254 843
Median daily rate £425 £425 £400
Median daily rate % change year-on-year
- +6.25%
90% offered a daily rate of more than £325 £300 £275
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £400 £400 £350
% change year-on-year
- +14.28%
Number of hourly rates quoted 13 9 3
Median hourly rate £48.00 £29.50 £67.00
Median hourly rate % change year-on-year
+62.71% -55.97%
90% offered a hourly rate of more than £42.40 £22.90 £41.40
10% offered a hourly rate of more than £75.20 £33.00 £165.40
UK excluding London median hourly rate £48.00 £29.50 £67.00
% change year-on-year
+62.71% -55.97%

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
43985 46966 44712
As % of all contract IT jobs located in the UK 83.15% 81.01% 77.28%
Number of daily rates quoted 29139 30711 27950
Median daily rate £440 £425 £413
Median daily rate % change year-on-year
+3.52% +3.03%
90% offered a daily rate of more than £300 £288 £275
10% offered a daily rate of more than £593 £580 £575
UK excluding London median daily rate £400 £400 £375
% change year-on-year
- +6.66%
Number of hourly rates quoted 1137 1301 1222
Median hourly rate £31.00 £32.00 £24.00
Median hourly rate % change year-on-year
-3.12% +33.33%
90% offered a hourly rate of more than £12.58 £12.50 £12.50
10% offered a hourly rate of more than £50.00 £48.50 £53.50
UK excluding London median hourly rate £32.50 £33.64 £26.25
% change year-on-year
-3.38% +28.15%

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 25 September 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 25 September 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 25 September 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 -20 1338 £425 - 231
London -24 629 £450 - 98
South East +2 185 £407 +1.75% 36
North West -10 141 £388 -8.82% 29
City of London -26 115 £450 -3.64% 23
Yorkshire -6 101 £375 -6.25% 23
West Midlands -11 90 £390 +13.04% 5
Cheshire +16 71 £394 +5.00% 4
West Yorkshire +5 71 £375 - 12
East of England +16 66 £400 -11.11% 15
Scotland -27 58 £400 - 9
South West -19 54 £375 - 14
Berkshire -1 50 £436 +2.50% 10
East Midlands -8 40 £388 -10.14% 6
Manchester -32 40 £400 -5.88% 19
Buckinghamshire +43 39 £425 +21.42% 2
Edinburgh -10 32 £400 -2.73% 4
Leeds -13 31 £350 -15.15% 8
Milton Keynes +33 30 £425 +21.42%
Bradford +24 30 £420 +12.00% 1
Chester +10 30 £420 +13.89% 1
Northamptonshire +2 24 £425 -7.60% 1
Birmingham -1 24 £369 +7.27% 3
Hampshire +6 23 £475 +16.92% 3
Coventry +1 23 £393 +30.91% 1
West Sussex +7 20 £375 +36.36% 3
South Yorkshire -27 20 £388 -18.84% 9
Hertfordshire -14 19 £308 -31.55% 10
Glasgow -13 18 £450 +20.00% 3
Bristol -27 18 £363 -8.80% 4

ETL
Top 30 Related IT Skills

For the 6 months to 25 September 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 1522 (58.52%) SQL
2 1111 (42.71%) Data Warehouse
3 945 (36.33%) Business Intelligence
4 876 (33.68%) SQL Server
5 737 (28.34%) SQL Server Integration Services
6 681 (26.18%) Oracle
7 654 (25.14%) Finance
8 646 (24.84%) Agile Software Development
9 603 (23.18%) Data Modelling
10 498 (19.15%) Migration
11 484 (18.61%) SQL Server Reporting Services
12 440 (16.92%) Microsoft
13 420 (16.15%) Java
14 399 (15.34%) T-SQL
15 394 (15.15%) SQL Server Analysis Services
16 337 (12.96%) Data Migration
17 320 (12.30%) Big Data
18 289 (11.11%) Analytics
19 284 (10.92%) Informatica
20 257 (9.88%) PL/SQL
21 240 (9.23%) Relational Database
22 238 (9.15%) Analytical Skills
23 237 (9.11%) Data Quality
23 237 (9.11%) Data Analysis
24 232 (8.92%) Hadoop
25 222 (8.54%) SAP
26 220 (8.46%) Kimball Methodology
26 220 (8.46%) ETL Development
27 218 (8.38%) Linux
28 212 (8.15%) BusinessObjects

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
1 116 (4.46%) Apache Spark
2 102 (3.92%) SAS
3 78 (3.00%) SharePoint
4 52 (2.00%) Apache
5 44 (1.69%) Apache Pig
6 38 (1.46%) Elasticsearch
7 32 (1.23%) WebLogic
8 31 (1.19%) Oracle Service Bus
9 22 (0.85%) BizTalk Server
10 18 (0.69%) Confluence
11 17 (0.65%) JBoss
11 17 (0.65%) Oracle Workflow
11 17 (0.65%) Tomcat
12 16 (0.62%) Oracle SOA Suite
12 16 (0.62%) WebSphere
13 12 (0.46%) IIS
14 10 (0.38%) Apache Solr
14 10 (0.38%) Jetty
15 7 (0.27%) CMS
15 7 (0.27%) SharePoint 2013
Applications
1 165 (6.34%) MS Excel
2 53 (2.04%) MS Office
3 34 (1.31%) MS PowerPoint
4 21 (0.81%) SPSS
5 13 (0.50%) MS Visio
6 9 (0.35%) Spreadsheet
7 7 (0.27%) MS Project
8 2 (0.077%) InfoPath
8 2 (0.077%) Photoshop
9 1 (0.038%) Stata
Business Applications
1 55 (2.11%) Oracle EBS
2 42 (1.61%) Oracle EBS R12
3 21 (0.81%) Dynamics CRM
4 16 (0.62%) Cognos Business Intelligence
5 15 (0.58%) IBM Operational Decision Manager
5 15 (0.58%) Oracle Applications
6 14 (0.54%) SAP Oil and Gas
7 13 (0.50%) Oracle Payables
8 12 (0.46%) SAP FI
9 11 (0.42%) HFM
9 11 (0.42%) Unit4 Business World
10 9 (0.35%) Cognos TM1
10 9 (0.35%) Dynamics NAV
10 9 (0.35%) Hyperion Planning
10 9 (0.35%) Salesforce.com CRM
10 9 (0.35%) SAP ERP
11 8 (0.31%) Markit EDM
11 8 (0.31%) Oracle Assets
11 8 (0.31%) Oracle Cash Management
11 8 (0.31%) Oracle Receivables
Cloud Services
1 91 (3.50%) Amazon AWS
2 47 (1.81%) Microsoft Azure
3 24 (0.92%) GitHub
4 18 (0.69%) Boomi
4 18 (0.69%) SaaS
5 12 (0.46%) Google Analytics
6 9 (0.35%) Amazon EMR
6 9 (0.35%) Force.com
6 9 (0.35%) Google Cloud Platform
7 8 (0.31%) Amazon S3
8 6 (0.23%) Azure Active Directory
8 6 (0.23%) Cloud Computing
8 6 (0.23%) PaaS
8 6 (0.23%) SuccessFactors
9 5 (0.19%) IaaS
10 4 (0.15%) AWS Lambda
10 4 (0.15%) Heroku
11 3 (0.12%) Google Apps
11 3 (0.12%) iPaaS
12 2 (0.077%) AWS Elastic Beanstalk
Communications & Networking
1 21 (0.81%) FTP
2 16 (0.62%) Internet
3 15 (0.58%) Network Security
4 12 (0.46%) Firewall
4 12 (0.46%) TCP/IP
5 8 (0.31%) LAN
5 8 (0.31%) LDAP
5 8 (0.31%) SAN
6 6 (0.23%) WAN
7 4 (0.15%) Intranet
7 4 (0.15%) NAS
8 3 (0.12%) CTI
8 3 (0.12%) HTTP
8 3 (0.12%) PuTTY
9 2 (0.077%) DNS
9 2 (0.077%) Kerberos
9 2 (0.077%) Skype
9 2 (0.077%) SNMP
9 2 (0.077%) VPN
9 2 (0.077%) Wireless
Database & Business Intelligence
1 1111 (42.71%) Data Warehouse
2 876 (33.68%) SQL Server
3 737 (28.34%) SQL Server Integration Services
4 484 (18.61%) SQL Server Reporting Services
5 394 (15.15%) SQL Server Analysis Services
6 320 (12.30%) Big Data
7 240 (9.23%) Relational Database
8 232 (8.92%) Hadoop
9 212 (8.15%) BusinessObjects
10 206 (7.92%) SQL Server 2012
11 203 (7.80%) Oracle Database
12 152 (5.84%) SQL Server 2014
13 148 (5.69%) OLAP
14 142 (5.46%) SQL Server 2008
15 127 (4.88%) QlikView
16 108 (4.15%) NoSQL
17 101 (3.88%) Apache Hive
18 100 (3.84%) SAP Data Services
19 97 (3.73%) MongoDB
20 94 (3.61%) RDBMS
Development Applications
1 206 (7.92%) Talend Open Studio
2 91 (3.50%) Team Foundation Server
3 84 (3.23%) JIRA
4 82 (3.15%) Jenkins
5 68 (2.61%) ERwin
6 66 (2.54%) Visual Studio
7 51 (1.96%) Git (software)
8 43 (1.65%) Subversion
9 32 (1.23%) JUnit
10 31 (1.19%) LSMW
10 31 (1.19%) Oracle APEX
10 31 (1.19%) SQL Server Management Studio (SSMS)
11 26 (1.00%) Maven
12 23 (0.88%) Cucumber
13 21 (0.81%) Oracle Forms
14 19 (0.73%) Toad
15 17 (0.65%) IntelliJ
15 17 (0.65%) PVCS
16 13 (0.50%) ClearQuest
17 12 (0.46%) Selenium
General
1 654 (25.14%) Finance
2 211 (8.11%) Banking
3 113 (4.34%) Retail
4 69 (2.65%) Marketing
5 58 (2.23%) Advertising
6 44 (1.69%) Investment Banking
7 34 (1.31%) Legal
8 33 (1.27%) Manufacturing
9 31 (1.19%) Telecoms
10 28 (1.08%) Law
11 22 (0.85%) Pharmaceutical
12 21 (0.81%) Back Office
13 19 (0.73%) Financial Institution
14 17 (0.65%) General Ledger
15 16 (0.62%) Front Office
16 12 (0.46%) Electronics
16 12 (0.46%) Publishing
16 12 (0.46%) Retail Banking
17 11 (0.42%) Billing
18 9 (0.35%) Games
Job Titles
1 1257 (48.33%) Developer
2 386 (14.84%) ETL Developer
3 384 (14.76%) Analyst
4 377 (14.49%) SQL Developer
5 276 (10.61%) Architect
6 267 (10.27%) Business Intelligence Developer
7 194 (7.46%) Consultant
8 175 (6.73%) SSIS Developer
9 162 (6.23%) Data Analyst
10 161 (6.19%) Data Architect
11 121 (4.65%) Oracle Developer
12 103 (3.96%) Data Warehouse Developer
13 102 (3.92%) DBA
14 95 (3.65%) ETL Analyst
15 93 (3.58%) Senior Developer
16 89 (3.42%) SQL BI Developer
17 88 (3.38%) Business Developer
18 83 (3.19%) Tester
19 82 (3.15%) Java Developer
20 81 (3.11%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 178 (6.84%) XML
2 173 (6.65%) Web Services
3 156 (6.00%) .NET
4 98 (3.77%) MDX
5 66 (2.54%) SOAP
6 51 (1.96%) HTML
7 49 (1.88%) RESTful
8 43 (1.65%) Middleware
9 40 (1.54%) JSON
10 39 (1.50%) Kafka
11 37 (1.42%) XSLT
12 36 (1.38%) REST
13 34 (1.31%) ASP.NET
14 33 (1.27%) Spring
15 28 (1.08%) .NET Framework
15 28 (1.08%) AngularJS
15 28 (1.08%) CSS
15 28 (1.08%) J2EE
16 24 (0.92%) XSD
17 23 (0.88%) Apache CXF
Miscellaneous
1 238 (9.15%) Analytical Skills
2 186 (7.15%) Data Integration
3 117 (4.50%) Visualisation
4 82 (3.15%) Management Information System
5 79 (3.04%) Data Structures
6 65 (2.50%) Data Extraction
7 50 (1.92%) Computer Science
8 43 (1.65%) Enterprise Software
9 36 (1.38%) Replication
10 35 (1.35%) Credit Risk
11 31 (1.19%) NHS
12 30 (1.15%) Data Conversion
13 29 (1.11%) Clustering
14 28 (1.08%) Data Centre
15 27 (1.04%) Mathematics
15 27 (1.04%) Statistics
16 21 (0.81%) Equities
17 20 (0.77%) Reference Data
18 19 (0.73%) Fixed Income
19 18 (0.69%) Virtual Team
Operating Systems
1 218 (8.38%) Linux
2 201 (7.73%) Unix
3 88 (3.38%) Windows
4 17 (0.65%) Windows Server
5 16 (0.62%) Red Hat Enterprise Linux
6 11 (0.42%) Solaris
7 8 (0.31%) AIX
8 7 (0.27%) Android
8 7 (0.27%) Ubuntu
9 6 (0.23%) Apple iOS
9 6 (0.23%) CentOS
9 6 (0.23%) Windows Server 2003
9 6 (0.23%) Windows Server 2008
10 4 (0.15%) Windows 7
10 4 (0.15%) Windows Server 2012
11 3 (0.12%) Mac OS X
12 2 (0.077%) HPUX
12 2 (0.077%) Windows XP
13 1 (0.038%) VMS
Processes & Methodologies
1 945 (36.33%) Business Intelligence
2 646 (24.84%) Agile Software Development
3 603 (23.18%) Data Modelling
4 498 (19.15%) Migration
5 337 (12.96%) Data Migration
6 289 (11.11%) Analytics
7 237 (9.11%) Data Analysis
8 220 (8.46%) ETL Development
8 220 (8.46%) Kimball Methodology
9 187 (7.19%) Data Management
10 175 (6.73%) Performance Tuning
11 152 (5.84%) Dimensional Modelling
12 144 (5.54%) Scrum
13 139 (5.34%) Continuous Integration
14 124 (4.77%) Unit Testing
15 112 (4.31%) Data Architecture
15 112 (4.31%) Stakeholder Management
16 107 (4.11%) User Acceptance Testing
17 106 (4.08%) SOA
18 105 (4.04%) SDLC
Programming Languages
1 1522 (58.52%) SQL
2 420 (16.15%) Java
3 399 (15.34%) T-SQL
4 257 (9.88%) PL/SQL
5 153 (5.88%) C#
6 125 (4.81%) Python
7 94 (3.61%) JavaScript
8 83 (3.19%) Shell Script
9 66 (2.54%) Scala
10 61 (2.35%) Perl
11 56 (2.15%) R
12 50 (1.92%) C
13 48 (1.85%) VBA
14 39 (1.50%) VB
15 37 (1.42%) Bash Shell
16 35 (1.35%) C++
17 34 (1.31%) PHP
18 30 (1.15%) PowerShell
19 19 (0.73%) ABAP
20 16 (0.62%) SAS Macro
Qualifications
1 147 (5.65%) Security Cleared
2 125 (4.81%) Degree
3 90 (3.46%) SC Cleared
4 24 (0.92%) Microsoft Certification
5 19 (0.73%) BPSS Clearance
6 18 (0.69%) ISEB
7 17 (0.65%) DV Cleared
8 16 (0.62%) ISTQB
9 10 (0.38%) Sun Certification
10 9 (0.35%) MCSA
10 9 (0.35%) MCSE
11 8 (0.31%) BC Cleared
12 7 (0.27%) MCITP
13 6 (0.23%) CIMA
14 5 (0.19%) MCTS
15 4 (0.15%) CTC Cleared
15 4 (0.15%) HNC
15 4 (0.15%) HND
15 4 (0.15%) PhD
15 4 (0.15%) PMI Certification
Quality Assurance & Compliance
1 237 (9.11%) Data Quality
2 97 (3.73%) QA
3 22 (0.85%) Solvency II
4 20 (0.77%) Disclosure Scotland
5 15 (0.58%) SLA
6 9 (0.35%) Sarbanes-Oxley
7 7 (0.27%) GxP
8 4 (0.15%) GAAP
9 3 (0.12%) COBIT
9 3 (0.12%) MiFID
10 2 (0.077%) Dodd-Frank
10 2 (0.077%) EMIR
10 2 (0.077%) FATCA
10 2 (0.077%) GCP
10 2 (0.077%) PCI DSS
11 1 (0.038%) Basel III
11 1 (0.038%) HL7
11 1 (0.038%) ISO 9001
11 1 (0.038%) ISO/IEC 27001
11 1 (0.038%) ISO20022
System Software
1 48 (1.85%) HDFS
2 45 (1.73%) Apache Flume
3 38 (1.46%) Active Directory
4 17 (0.65%) Oracle RAC
5 10 (0.38%) Docker
5 10 (0.38%) VMware Infrastructure
6 9 (0.35%) Apache ZooKeeper
7 7 (0.27%) Virtual Machines
8 2 (0.077%) GeoWebCache
8 2 (0.077%) NFS
8 2 (0.077%) VirtualBox
8 2 (0.077%) VMware Workstation
8 2 (0.077%) Xen
9 1 (0.038%) Ceph
9 1 (0.038%) Hyper-V
9 1 (0.038%) KVM
9 1 (0.038%) Oracle Clusterware
9 1 (0.038%) Samba
9 1 (0.038%) Tivoli Workload Scheduler
Systems Management
1 47 (1.81%) Control-M
2 25 (0.96%) HP Quality Center
3 20 (0.77%) Oracle Enterprise Manager
4 19 (0.73%) Puppet
5 16 (0.62%) Hadoop YARN
5 16 (0.62%) Opscode Chef
6 14 (0.54%) Kibana
7 13 (0.50%) Ansible
8 12 (0.46%) Oracle RMAN
9 11 (0.42%) logstash
9 11 (0.42%) Oozie
10 9 (0.35%) Failover Clustering
10 9 (0.35%) Nagios
10 9 (0.35%) Rsyslog
11 7 (0.27%) Data Guard
12 6 (0.23%) MOM
13 4 (0.15%) Ambari
14 3 (0.12%) Mesos
14 3 (0.12%) OpenSSO
15 2 (0.077%) Dollar Universe
Vendors
1 681 (26.18%) Oracle
2 440 (16.92%) Microsoft
3 284 (10.92%) Informatica
4 222 (8.54%) SAP
5 206 (7.92%) Talend
6 138 (5.31%) Tableau
7 112 (4.31%) Cognos
8 108 (4.15%) IBM
9 103 (3.96%) Teradata
10 78 (3.00%) Ab Initio
11 67 (2.58%) Vertica
12 66 (2.54%) Netezza
13 62 (2.38%) Salesforce.com
14 47 (1.81%) Cloudera
15 42 (1.61%) MicroStrategy
16 34 (1.31%) Hyperion
17 30 (1.15%) Sybase
18 28 (1.08%) HP
19 21 (0.81%) Google
20 20 (0.77%) TIBCO
London
Nigel Frank International Ltd
Rate: £350 - £450 per day
Posted: 19 hours ago
Hertfordshire
Opus Recruitment Solutions Ltd
Rate: £325 - £375 per day
Posted: Yesterday
London
Computer People
Posted: 2 days ago
Leeds, West Yorkshire
CoreCom Consulting
Rate: £300 - £375 per day
Posted: 2 days ago
Doncaster, South Yorkshire
Nigel Frank International Ltd
Rate: £200 - £250 per day
Posted: 3 days ago
London
Venturi
Rate: £300 - £380 per day + Remote Work
Posted: Yesterday
City, London
TEKsystems
Rate: £1 per day + market rate
Posted: 2 days ago
City, London
ComputAppoint
Rate: £400 - £450 per day
Posted: 2 days ago
London
onezeero.
Rate: £450 - £475 per day
Posted: 4 days ago
Cambridge, Cambridgeshire
Hydrogen Group
Rate: £400 - £475 per day
Posted: 3 days ago
London
Ebury
Rate: £425.00 - £454.00 per day
Posted: 3 days ago
Tonbridge, Kent
ReThink Recruitment
Posted: 5 days ago
Merseyside
ReThink Recruitment
Rate: £325 - £400 per day
Posted: 4 days ago
South Wales
Sanderson
Rate: £400 - £450 per day
Posted: 2 days ago
Southampton, Hampshire
Networkers
Rate: £400 - £500 per day
Posted: 4 days ago
City, London
Lawrence Harvey Enterprise
Rate: £450.00 - £550 per day
Posted: 5 days ago
London
TEKsystems
Rate: £550 - £600 per day
Posted: Yesterday
Warrington, Cheshire
ninesharp
Rate: Market Rates
Posted: 2 days ago
Birmingham, West Midlands (County)
Experis Ltd
Posted: 4 days ago
South East
Austin Fraser
Rate: £0.00 per day + Market Rates
Posted: Yesterday
London
Engage PSG
Rate: £400 - £600 per day
Posted: 3 days ago
London
Opilio Recruitment
Posted: 2 days ago
London
Venturi
Rate: £325 - £375 per day
Posted: 5 days ago
London
Freshtechit
Posted: 5 days ago
London
Engage PSG
Rate: £500 - £700 per day
Posted: 3 days ago
London
Harvey Nash plc
Rate: £500 - £525 per annum
Posted: 2 days ago
South Wales
Sanderson
Rate: £350 - £450 per day
Posted: 3 days ago
City, London
Harrington Starr
Rate: £550 per day
Posted: 4 days ago
South Yorkshire
HAYS INFORMATION TECHNOLOGY
Rate: £350.00 - £425.00 per day + Negotiable Day Rate
Posted: 2 days ago
London
TEKsystems
Rate: £1 per day + market rate
Posted: Yesterday