The table below looks at the statistics for ETL skills in IT jobs advertised across the UK. Included is a guide to the average salaries offered in IT jobs that have cited ETL over the 3 months to 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 106 118 130
Rank change year-on-year
+12 +12
Permanent jobs citing ETL 2851 2797 2350
As % of all permanent IT jobs located in the UK 2.60% 2.44% 2.21%
As % of the Processes & Methodologies category 3.06% 2.94% 2.71%
Number of salaries quoted 2372 2325 1934
Average salary £52,000 £51,000 £50,000
Average salary % change year-on-year
+1.96% +2.00%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £72,500 £70,000
UK excluding London average salary £46,000 £45,000 £45,000
% change year-on-year
+2.22% -

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

Processes & Methodologies Category
UK
Permanent IT job ads with a match in the
Processes & Methodologies category
93272 94978 86805
As % of all permanent IT jobs located in the UK 85.17% 82.77% 81.71%
Number of salaries quoted 76819 75777 71033
Average salary £50,000 £47,500 £47,500
Average salary % change year-on-year
+5.26% -
90% offered a salary of more than £32,500 £31,000 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £45,000 £42,500 £41,500
% change year-on-year
+5.88% +2.40%

ETL
Jobs Demand Trend

This chart provides the 3-month moving total of permanent IT jobs citing ETL within the UK as a proportion of the total demand within the Processes & Methodologies category.

ETL Jobs Demand Trend in the UK

ETL
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL within the UK.

ETL Salary Trend in the UK

ETL
Salary Histogram

This chart provides a salary histogram for IT jobs citing ETL over the 3 months to 28 August 2015 within the UK.

ETL Salary Histogram in the UK

ETL
Top 30 Job Locations

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the UK over the 3 months to 28 August 2015. 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
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
England +8 2667 £52,500 - 406
London -6 1419 £57,500 - 176
South East +18 493 £50,000 +1.52% 68
City of London +14 357 £57,500 -3.36% 55
North West +65 199 £41,500 +10.66% 40
Yorkshire +2 147 £47,500 +5.55% 35
Berkshire +48 138 £50,000 -9.09% 17
East of England +40 128 £45,000 -10.00% 10
West Yorkshire +1 126 £50,000 +11.11% 17
Scotland +26 110 £47,500 +2.15% 18
South West -11 108 £43,048 -9.37% 35
West Midlands -27 108 £40,000 - 26
Cheshire +36 83 £42,000 +12.00% 9
Manchester +39 82 £44,000 -12.00% 18
Surrey -13 80 £50,000 -13.04% 9
Glasgow +31 75 £47,500 +2.15% 10
Leeds 0 75 £55,000 +22.22% 11
Hampshire +19 69 £43,500 +2.35% 15
Hertfordshire +18 69 £46,000 -5.64% 7
Oxfordshire +31 58 £56,500 +29.14% 6
East Midlands -5 56 £48,750 +14.70% 12
Buckinghamshire +12 52 £46,000 +5.14% 10
Wiltshire +31 47 £46,000 +33.33% 7
Edinburgh +16 42 £47,500 +21.79% 6
Warrington +21 37 £39,000 +4.00% 3
Birmingham +9 37 £48,750 -2.50% 7
Reading -6 36 £43,750 -20.45% 7
East Sussex +48 35 £55,000 +22.22% 1
Swindon +41 35 £48,750 -30.35% 4
Slough +22 33 £58,750 -2.08% 4

ETL
Top 30 Related IT Skills

For the 6 months to 28 August 2015, IT jobs within the UK citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 3472 (62.93%) SQL
2 3139 (56.90%) Business Intelligence
3 2829 (51.28%) Data Warehouse
4 2491 (45.15%) SQL Server
5 2240 (40.60%) SQL Server Integration Services
6 1725 (31.27%) Oracle
7 1686 (30.56%) Finance
8 1569 (28.44%) SQL Server Reporting Services
9 1332 (24.14%) T-SQL
10 1301 (23.58%) Microsoft
11 1248 (22.62%) SQL Server Analysis Services
12 1247 (22.60%) Data Modelling
13 1231 (22.31%) Agile Software Development
14 1071 (19.41%) Analytics
15 913 (16.55%) Big Data
16 867 (15.72%) Analytical Skills
17 821 (14.88%) Informatica
18 782 (14.17%) Degree
19 732 (13.27%) MS Excel
20 723 (13.10%) Java
21 673 (12.20%) Performance Tuning
22 657 (11.91%) Data Integration
23 635 (11.51%) Relational Database
24 633 (11.47%) SQL Server 2008
24 633 (11.47%) Data Management
25 591 (10.71%) Hadoop
26 590 (10.69%) .NET
27 572 (10.37%) BusinessObjects
28 551 (9.99%) Migration
29 543 (9.84%) OLAP

ETL
Top Related IT Skills by Category

For the 6 months to 28 August 2015, IT jobs within the UK citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 341 (6.18%) SAS
2 220 (3.99%) SharePoint
3 138 (2.50%) Apache Pig
4 117 (2.12%) Apache Spark
5 99 (1.79%) Elasticsearch
6 79 (1.43%) Apache
7 55 (1.00%) IIS
7 55 (1.00%) Apache Solr
8 49 (0.89%) WebLogic
9 43 (0.78%) WebSphere
10 39 (0.71%) BizTalk Server
11 37 (0.67%) JBoss
12 30 (0.54%) Oracle Workflow
13 27 (0.49%) NetWeaver
14 25 (0.45%) Tomcat
14 25 (0.45%) SharePoint 2010
15 24 (0.44%) CMS
16 16 (0.29%) SharePoint 2013
17 15 (0.27%) Oracle Service Bus
18 14 (0.25%) Confluence
Applications
1 732 (13.27%) MS Excel
2 132 (2.39%) SPSS
3 127 (2.30%) MS Office
4 126 (2.28%) PowerPivot
5 72 (1.31%) MS Visio
6 36 (0.65%) FastStats
7 33 (0.60%) MS PowerPoint
8 9 (0.16%) Spreadsheet
9 5 (0.091%) MS Project
10 3 (0.054%) ProjectWise
11 2 (0.036%) GNU Octave
12 1 (0.018%) Gephi
Business Applications
1 74 (1.34%) Cognos Business Intelligence
2 57 (1.03%) HFM
3 56 (1.02%) Oracle EBS
4 50 (0.91%) Markit EDM
5 47 (0.85%) Oracle ERP
6 40 (0.73%) Dynamics CRM
7 36 (0.65%) Cognos TM1
8 31 (0.56%) Dynamics AX
9 21 (0.38%) SAP Oil and Gas
10 17 (0.31%) Hyperion Planning
11 15 (0.27%) thinkFolio
11 15 (0.27%) LatentZero
12 14 (0.25%) Oracle Applications
12 14 (0.25%) BusinessWare
13 11 (0.20%) Oracle Financials
13 11 (0.20%) Oracle EBS R12
13 11 (0.20%) SAP BPC
14 9 (0.16%) SAP MM
14 9 (0.16%) SAP CRM
14 9 (0.16%) SAP SRM
Cloud Services
1 184 (3.34%) Amazon AWS
2 108 (1.96%) SaaS
3 92 (1.67%) Microsoft Azure
4 70 (1.27%) Cloud Computing
5 61 (1.11%) Amazon EC2
6 45 (0.82%) Amazon EMR
7 32 (0.58%) Google Analytics
8 21 (0.38%) Amazon S3
9 20 (0.36%) GitHub
10 16 (0.29%) PaaS
11 12 (0.22%) Force.com
11 12 (0.22%) IaaS
12 10 (0.18%) Google Cloud Platform
13 7 (0.13%) Office 365
14 4 (0.073%) SoftLayer
15 2 (0.036%) Amazon ELB
15 2 (0.036%) AWS Elastic Beanstalk
16 1 (0.018%) Azure Machine Learning
16 1 (0.018%) Yammer
16 1 (0.018%) Google Compute Engine
Communications & Networking
1 25 (0.45%) Internet
2 22 (0.40%) SAN
3 17 (0.31%) HTTP
4 15 (0.27%) LDAP
4 15 (0.27%) FTP
5 12 (0.22%) TCP/IP
6 10 (0.18%) NAS
7 9 (0.16%) UMTS
8 8 (0.15%) tcpdump
8 8 (0.15%) DNS
8 8 (0.15%) Firewall
9 7 (0.13%) DHCP
10 6 (0.11%) GPRS
10 6 (0.11%) Intrusion Detection
10 6 (0.11%) Cisco IOS
11 5 (0.091%) Fibre Channel
11 5 (0.091%) Skype
11 5 (0.091%) LTE
12 4 (0.073%) Wireshark
12 4 (0.073%) DMZ
Database & Business Intelligence
1 2829 (51.28%) Data Warehouse
2 2491 (45.15%) SQL Server
3 2240 (40.60%) SQL Server Integration Services
4 1569 (28.44%) SQL Server Reporting Services
5 1248 (22.62%) SQL Server Analysis Services
6 913 (16.55%) Big Data
7 635 (11.51%) Relational Database
8 633 (11.47%) SQL Server 2008
9 591 (10.71%) Hadoop
10 572 (10.37%) BusinessObjects
11 543 (9.84%) OLAP
12 487 (8.83%) SQL Server 2012
13 457 (8.28%) Oracle Database
14 387 (7.01%) QlikView
15 366 (6.63%) RDBMS
16 337 (6.11%) Oracle BI EE
17 313 (5.67%) NoSQL
18 290 (5.26%) Oracle ODI
19 261 (4.73%) SQL Server 2005
20 258 (4.68%) Microsoft Analysis Services
Development Applications
1 285 (5.17%) Talend Open Studio
2 215 (3.90%) Team Foundation Server
3 132 (2.39%) Subversion
4 117 (2.12%) Visual Studio
5 112 (2.03%) JIRA
6 87 (1.58%) ERwin
7 84 (1.52%) Toad
8 76 (1.38%) SQL Server Management Studio (SSMS)
9 72 (1.31%) Git (software)
10 58 (1.05%) Oracle Forms
11 44 (0.80%) TeamCity
12 36 (0.65%) Jenkins
13 33 (0.60%) VSS/SourceSafe
13 33 (0.60%) JUnit
13 33 (0.60%) Selenium
14 31 (0.56%) PowerDesigner
14 31 (0.56%) Mercurial
15 25 (0.45%) Oracle APEX
16 23 (0.42%) HP UFT
16 23 (0.42%) SpecFlow
General
1 1686 (30.56%) Finance
2 533 (9.66%) Banking
3 378 (6.85%) Retail
4 299 (5.42%) Marketing
5 220 (3.99%) Telecoms
6 95 (1.72%) Investment Banking
7 92 (1.67%) Front Office
8 76 (1.38%) Advertising
9 75 (1.36%) Pharmaceutical
10 74 (1.34%) Legal
10 74 (1.34%) Manufacturing
11 72 (1.31%) Games
12 58 (1.05%) Financial Institution
13 55 (1.00%) Law
14 53 (0.96%) Back Office
15 37 (0.67%) Electronics
16 31 (0.56%) Publishing
17 28 (0.51%) Retail Banking
18 23 (0.42%) Online Betting
19 17 (0.31%) Billing
Job Titles
1 2458 (44.55%) Developer
2 862 (15.62%) Business Intelligence Developer
3 785 (14.23%) Analyst
4 680 (12.33%) Architect
5 622 (11.27%) SQL Developer
6 457 (8.28%) Consultant
7 396 (7.18%) Data Architect
8 375 (6.80%) DBA
9 360 (6.53%) Senior Developer
10 283 (5.13%) Business Developer
11 260 (4.71%) SQL DBA
12 220 (3.99%) Business Intelligence Analyst
13 213 (3.86%) Business Analyst
14 207 (3.75%) Data Warehouse Developer
15 202 (3.66%) ETL Developer
16 186 (3.37%) SQL Server Developer
17 185 (3.35%) Oracle Developer
18 183 (3.32%) Data Analyst
19 156 (2.83%) Business Intelligence Consultant
20 151 (2.74%) Solutions Architect
Libraries, Frameworks & Software Standards
1 590 (10.69%) .NET
2 339 (6.14%) XML
3 324 (5.87%) MDX
4 315 (5.71%) Web Services
5 171 (3.10%) HTML
6 145 (2.63%) ASP.NET
7 117 (2.12%) Middleware
8 114 (2.07%) SOAP
9 107 (1.94%) CSS
10 89 (1.61%) REST
11 82 (1.49%) Spring
12 79 (1.43%) .NET Framework
13 70 (1.27%) J2EE
14 67 (1.21%) jQuery
15 61 (1.11%) JSON
16 59 (1.07%) HTML5
17 55 (1.00%) XSLT
18 52 (0.94%) Entity Framework
19 43 (0.78%) JMS
20 41 (0.74%) Java EE
Miscellaneous
1 867 (15.72%) Analytical Skills
2 657 (11.91%) Data Integration
3 428 (7.76%) Computer Science
4 304 (5.51%) Visualisation
5 266 (4.82%) Management Information System
6 213 (3.86%) Data Structures
7 187 (3.39%) Replication
8 136 (2.47%) Mathematics
9 100 (1.81%) Data Extraction
10 93 (1.69%) Enterprise Software
11 92 (1.67%) Clustering
12 73 (1.32%) Statistics
13 59 (1.07%) User Experience
14 51 (0.92%) Credit Risk
15 46 (0.83%) Data Conversion
16 45 (0.82%) Hedge funds
17 42 (0.76%) FMCG
18 36 (0.65%) Mainframe
18 36 (0.65%) GIS
18 36 (0.65%) Client/Server
Operating Systems
1 450 (8.16%) Linux
2 434 (7.87%) UNIX
3 286 (5.18%) Windows
4 25 (0.45%) Solaris
5 21 (0.38%) AIX
6 18 (0.33%) Windows Server 2008
6 18 (0.33%) Windows Server 2012
7 15 (0.27%) Apple iOS
7 15 (0.27%) CentOS
7 15 (0.27%) Windows XP
8 14 (0.25%) Android
8 14 (0.25%) Red Hat Enterprise Linux
9 13 (0.24%) Windows Server 2003
10 11 (0.20%) Windows 7
11 6 (0.11%) Windows 8
11 6 (0.11%) Windows CE
11 6 (0.11%) Windows Mobile
11 6 (0.11%) Fedora
12 5 (0.091%) Windows NT
12 5 (0.091%) HPUX
Processes & Methodologies
1 3139 (56.90%) Business Intelligence
2 1247 (22.60%) Data Modelling
3 1231 (22.31%) Agile Software Development
4 1071 (19.41%) Analytics
5 673 (12.20%) Performance Tuning
6 633 (11.47%) Data Management
7 551 (9.99%) Migration
8 539 (9.77%) Data Analysis
9 426 (7.72%) Data Architecture
10 408 (7.40%) SDLC
11 394 (7.14%) Data Migration
12 380 (6.89%) Kimball Methodology
13 363 (6.58%) Project Management
14 347 (6.29%) ETL Development
15 329 (5.96%) Scrum
16 252 (4.57%) Data Analytics
17 249 (4.51%) Stakeholder Management
18 243 (4.40%) Dimensional Modelling
19 226 (4.10%) CRM
20 220 (3.99%) E-Commerce
Programming Languages
1 3472 (62.93%) SQL
2 1332 (24.14%) T-SQL
3 723 (13.10%) Java
4 533 (9.66%) C#
5 514 (9.32%) PL/SQL
6 340 (6.16%) Python
7 256 (4.64%) JavaScript
8 252 (4.57%) Shell Script
9 175 (3.17%) R
10 145 (2.63%) Perl
11 120 (2.18%) VBA
12 109 (1.98%) C++
13 96 (1.74%) C
14 92 (1.67%) PHP
15 89 (1.61%) Scala
16 79 (1.43%) VB.NET
17 55 (1.00%) PowerShell
18 52 (0.94%) VB
19 47 (0.85%) Bash Shell
20 44 (0.80%) Data Analysis Expressions (DAX)
Qualifications
1 782 (14.17%) Degree
2 97 (1.76%) Security Cleared
3 62 (1.12%) Microsoft Certification
4 58 (1.05%) Oracle Certification
5 47 (0.85%) SC Cleared
6 46 (0.83%) ISEB
7 42 (0.76%) OCP
8 40 (0.73%) PMI Certification
8 40 (0.73%) ISTQB
9 37 (0.67%) PMP
10 23 (0.42%) MCITP
11 20 (0.36%) PhD
12 17 (0.31%) ITIL Certification
13 16 (0.29%) OCA
14 15 (0.27%) DV Cleared
15 12 (0.22%) ISTQB Foundation Certification
16 11 (0.20%) ISTQB Advanced Certification
16 11 (0.20%) PRINCE2 Practitioner
16 11 (0.20%) MCTS
17 9 (0.16%) Siebel Certification
Quality Assurance & Compliance
1 316 (5.73%) QA
2 198 (3.59%) Data Quality
3 100 (1.81%) SLA
4 20 (0.36%) Sarbanes-Oxley
5 15 (0.27%) MiFID
5 15 (0.27%) EMIR
6 13 (0.24%) CRD IV
7 8 (0.15%) Solvency II
8 7 (0.13%) Dodd-Frank
9 4 (0.073%) ISO 9001
9 4 (0.073%) ISO/IEC 27001
10 3 (0.054%) Basel II
10 3 (0.054%) PCI DSS
10 3 (0.054%) HL7
10 3 (0.054%) COREP
11 2 (0.036%) FINREP
11 2 (0.036%) FATCA
11 2 (0.036%) COBIT
12 1 (0.018%) BS7666
12 1 (0.018%) JSP 440
System Software
1 54 (0.98%) Apache Flume
2 34 (0.62%) VMware Infrastructure
3 30 (0.54%) HDFS
4 23 (0.42%) Oracle RAC
5 17 (0.31%) Active Directory
6 8 (0.15%) Snort
7 7 (0.13%) Firmware
7 7 (0.13%) VMware ESX
7 7 (0.13%) SRDF
7 7 (0.13%) GPFS
8 5 (0.091%) vSphere
9 4 (0.073%) Hyper-V
10 3 (0.054%) Oracle Clusterware
10 3 (0.054%) zsh
11 2 (0.036%) Docker
11 2 (0.036%) Apache ZooKeeper
11 2 (0.036%) Cronacle
12 1 (0.018%) XenApp
12 1 (0.018%) XenDesktop
12 1 (0.018%) NFS
Systems Management
1 89 (1.61%) Opscode Chef
2 65 (1.18%) HP Quality Center
3 61 (1.11%) Puppet
4 44 (0.80%) Ansible
4 44 (0.80%) Oracle Enterprise Manager
5 35 (0.63%) Oracle RMAN
6 25 (0.45%) Control-M
7 23 (0.42%) Data Guard
8 13 (0.24%) Oozie
9 8 (0.15%) Tivoli Storage Manager
10 7 (0.13%) MOM
10 7 (0.13%) SCCM
10 7 (0.13%) EMC VPLEX
11 6 (0.11%) ZABBIX
11 6 (0.11%) Oracle EDQ
12 5 (0.091%) Bacula
12 5 (0.091%) HP Data Protector
13 3 (0.054%) Foglight
13 3 (0.054%) Backup Exec
13 3 (0.054%) ITRS Geneos
Vendors
1 1725 (31.27%) Oracle
2 1301 (23.58%) Microsoft
3 821 (14.88%) Informatica
4 518 (9.39%) Tableau
5 459 (8.32%) SAP
6 428 (7.76%) Cognos
7 335 (6.07%) Teradata
8 285 (5.17%) Talend
9 280 (5.08%) IBM
10 174 (3.15%) Ab Initio
11 163 (2.95%) Netezza
12 154 (2.79%) MicroStrategy
13 99 (1.79%) Hyperion
14 98 (1.78%) Sybase
15 88 (1.60%) Vertica
16 66 (1.20%) Cloudera
17 65 (1.18%) Salesforce.com
18 63 (1.14%) Greenplum
19 61 (1.11%) Google
20 55 (1.00%) Siebel
Manchester, Lancashire
Venturi
Salary: £40000.00 - £48000.00 per annum + 30% bonus and benefits
Posted: Yesterday
Watford, Hertfordshire
SPS Resourcing
Salary: From £33,000 to £35,000 per annum Excellent Bonus & Benefits Package
Posted: Yesterday
London
Deerfoot IT Resources Ltd
Salary: £60000 - £70000 per annum + Banking Bonus + benefits
Posted: Yesterday
Leamington Spa, Warwickshire
Erin Associates
Salary: £30000 - £33000 per annum + Bonus & Benefits
Posted: Yesterday
City, London
Redrock Consulting Ltd
Salary: £45000 - £65000 per annum + Bonus & Benefits
Posted: Yesterday
London
ARC IT Recruitment Ltd
Posted: Yesterday
Huntingdon, Cambridgeshire
Senitor Associates
Salary: £30000 - £48000 per annum + Bonus, FlexiTime + more
Posted: Yesterday
Bradford, West Yorkshire
The Bridge Ltd
Salary: From £30,000 to £35,000 per annum
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: £Excellent Salary + Benefits
Posted: Yesterday
London
Lorien Resourcing
Posted: Yesterday
Beaconsfield, Buckinghamshire
Interact Consulting
Salary: 45-50k
Posted: Yesterday
London
Initi8 Recruitment
Salary: £40000 - £50000 Per Annum
Posted: Yesterday
West Yorkshire
Opus Recruitment Solutions Ltd
Salary: £25000 - £35000 per annum, Benefits Benifts
Posted: Yesterday
Northampton, Northamptonshire
Emponics Ltd
Salary: £24000 - £30000 per annum + bens
Posted: Yesterday
London
Opilio Recruitment
Salary: £60k - 65k per year
Posted: Yesterday
Bristol, Avon
Experis Ltd
Salary: £40000 - £47000.00 per annum + bonus + benefits
Posted: Yesterday
London
Salt
Salary: £40000 - £47000 per annum + Benefits
Posted: Yesterday
Nottingham, Nottinghamshire
Senitor Associates
Salary: £25000 - £28000 per annum + Excellent Benefits Package
Posted: Yesterday
Cardiff, South Glamorgan
Intapeople
Salary: £0 - £55000 per annum
Posted: Yesterday
London
Tyche Consulting Ltd
Salary: Excellent Salary + Benefits
Posted: Yesterday