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 30 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
30 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 114 121 134
Rank change year-on-year
+7 +13
Permanent jobs citing ETL 2707 2867 2394
As % of all permanent IT jobs located in the UK 2.47% 2.45% 2.20%
As % of the Processes & Methodologies category 2.91% 2.96% 2.72%
Number of salaries quoted 2244 2413 1973
Average salary £52,500 £51,500 £50,000
Average salary % change year-on-year
+1.94% +3.00%
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £79,500 £72,500 £70,000
UK excluding London average salary £47,000 £45,000 £45,000
% change year-on-year
+4.44% -

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
92977 96911 88131
As % of all permanent IT jobs located in the UK 84.84% 82.75% 81.01%
Number of salaries quoted 76104 78052 72123
Average salary £50,000 £48,000 £47,000
Average salary % change year-on-year
+4.16% +2.12%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £72,500 £72,500
UK excluding London average salary £44,500 £42,500 £40,699
% change year-on-year
+4.70% +4.42%

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 30 July 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 30 July 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 +1 2509 £55,000 +5.76% 394
London -6 1377 £59,250 +3.04% 175
South East +7 479 £52,500 +5.00% 53
City of London 0 364 £57,500 -4.16% 64
North West +42 145 £42,500 +11.84% 43
Yorkshire -17 134 £49,000 +15.29% 36
Berkshire +37 129 £56,250 +2.27% 16
East of England +55 118 £46,875 +4.16% 12
West Yorkshire +1 118 £49,500 +13.79% 21
South West +6 102 £42,500 -10.52% 31
Scotland +24 97 £44,500 -5.31% 13
West Midlands -40 91 £37,500 -9.63% 33
Surrey -3 79 £49,000 -5.76% 8
Hampshire +24 75 £45,000 +14.64% 10
Leeds +3 73 £55,000 +22.22% 17
Glasgow +39 69 £39,500 -15.05% 9
Cheshire +26 68 £40,000 +2.56% 11
Manchester +42 67 £45,000 - 24
Hertfordshire +48 65 £45,000 - 5
East Midlands 0 59 £43,000 -4.44% 6
Oxfordshire +42 54 £56,500 +25.55% 4
Wiltshire +19 41 £42,500 -19.04% 3
East Sussex +50 38 £42,500 +13.33% 5
Reading -7 38 £40,000 -20.00% 6
Buckinghamshire -1 37 £50,000 +29.03% 6
Brighton +45 34 £55,000 +46.66% 5
Edinburgh +11 32 £50,000 +25.00% 4
West Sussex -19 31 £65,000 +13.04%
Slough +9 30 £62,500 +4.16% 4
Warwickshire -24 28 £35,000 -7.89% 1

ETL
Top 30 Related IT Skills

For the 6 months to 30 July 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 3478 (63.14%) SQL
2 3180 (57.73%) Business Intelligence
3 2905 (52.74%) Data Warehouse
4 2437 (44.24%) SQL Server
5 2148 (39.00%) SQL Server Integration Services
6 1825 (33.13%) Oracle
7 1706 (30.97%) Finance
8 1502 (27.27%) SQL Server Reporting Services
9 1301 (23.62%) Data Modelling
10 1282 (23.28%) Microsoft
11 1268 (23.02%) T-SQL
12 1217 (22.10%) SQL Server Analysis Services
13 1168 (21.21%) Agile Software Development
14 1100 (19.97%) Analytics
15 929 (16.87%) Big Data
16 882 (16.01%) Analytical Skills
17 856 (15.54%) Informatica
18 746 (13.54%) Degree
19 734 (13.33%) Java
20 713 (12.94%) MS Excel
21 639 (11.60%) Performance Tuning
22 623 (11.31%) Data Management
23 622 (11.29%) Data Integration
24 620 (11.26%) Relational Database
25 617 (11.20%) SQL Server 2008
26 606 (11.00%) BusinessObjects
27 600 (10.89%) OLAP
28 598 (10.86%) .NET
29 579 (10.51%) Hadoop
30 558 (10.13%) PL/SQL

ETL
Top Related IT Skills by Category

For the 6 months to 30 July 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
1 351 (6.37%) SAS
2 196 (3.56%) SharePoint
3 132 (2.40%) Apache Pig
4 103 (1.87%) Apache Spark
5 86 (1.56%) Elasticsearch
6 77 (1.40%) Apache
7 59 (1.07%) WebLogic
8 58 (1.05%) Oracle Workflow
9 54 (0.98%) IIS
10 53 (0.96%) Apache Solr
11 40 (0.73%) WebSphere
12 37 (0.67%) JBoss
13 34 (0.62%) BizTalk Server
14 32 (0.58%) NetWeaver
15 28 (0.51%) SharePoint 2010
16 23 (0.42%) Tomcat
17 20 (0.36%) Oracle Service Bus
18 17 (0.31%) SharePoint 2013
19 16 (0.29%) CMS
20 14 (0.25%) PowerExchange
Applications
1 713 (12.94%) MS Excel
2 140 (2.54%) SPSS
3 138 (2.51%) MS Office
4 107 (1.94%) PowerPivot
5 77 (1.40%) MS Visio
6 31 (0.56%) MS PowerPoint
7 27 (0.49%) FastStats
8 9 (0.16%) Spreadsheet
9 5 (0.091%) MS Project
10 3 (0.054%) ProjectWise
11 1 (0.018%) Gephi
Business Applications
1 81 (1.47%) Oracle EBS
2 64 (1.16%) Cognos Business Intelligence
3 58 (1.05%) Oracle ERP
4 56 (1.02%) HFM
5 46 (0.84%) Markit EDM
6 43 (0.78%) Dynamics CRM
7 31 (0.56%) Dynamics AX
7 31 (0.56%) Cognos TM1
7 31 (0.56%) Oracle Applications
8 21 (0.38%) Hyperion Planning
9 20 (0.36%) SAP Oil and Gas
10 17 (0.31%) Oracle EBS R12
11 15 (0.27%) thinkFolio
12 14 (0.25%) Hyperion Enterprise
12 14 (0.25%) LatentZero
12 14 (0.25%) BusinessWare
13 11 (0.20%) Oracle Financials
13 11 (0.20%) SAP BPC
14 9 (0.16%) Dynamics NAV
15 6 (0.11%) Oracle CRM
Cloud Services
1 185 (3.36%) Amazon AWS
2 108 (1.96%) SaaS
3 77 (1.40%) Microsoft Azure
4 68 (1.23%) Cloud Computing
5 66 (1.20%) Amazon EC2
6 52 (0.94%) Amazon EMR
7 33 (0.60%) Google Analytics
8 23 (0.42%) Amazon S3
9 20 (0.36%) PaaS
10 16 (0.29%) GitHub
11 15 (0.27%) Force.com
12 11 (0.20%) IaaS
13 8 (0.15%) Google Cloud Platform
14 6 (0.11%) Office 365
15 4 (0.073%) AWS Elastic Beanstalk
16 3 (0.054%) Amazon ELB
17 1 (0.018%) SoftLayer
17 1 (0.018%) Route 53
17 1 (0.018%) Adobe Analytics
17 1 (0.018%) Azure Machine Learning
Communications & Networking
1 25 (0.45%) Internet
2 23 (0.42%) SAN
3 21 (0.38%) HTTP
4 17 (0.31%) LDAP
5 14 (0.25%) DNS
6 12 (0.22%) FTP
6 12 (0.22%) TCP/IP
7 10 (0.18%) Firewall
8 7 (0.13%) NAS
8 7 (0.13%) UMTS
8 7 (0.13%) DHCP
9 6 (0.11%) GPRS
9 6 (0.11%) tcpdump
9 6 (0.11%) Cisco IOS
9 6 (0.11%) Intrusion Detection
10 5 (0.091%) Fibre Channel
10 5 (0.091%) Wireshark
11 4 (0.073%) DMZ
11 4 (0.073%) CTI
11 4 (0.073%) LAN
Database & Business Intelligence
1 2905 (52.74%) Data Warehouse
2 2437 (44.24%) SQL Server
3 2148 (39.00%) SQL Server Integration Services
4 1502 (27.27%) SQL Server Reporting Services
5 1217 (22.10%) SQL Server Analysis Services
6 929 (16.87%) Big Data
7 620 (11.26%) Relational Database
8 617 (11.20%) SQL Server 2008
9 606 (11.00%) BusinessObjects
10 600 (10.89%) OLAP
11 579 (10.51%) Hadoop
12 508 (9.22%) Oracle Database
13 444 (8.06%) SQL Server 2012
14 399 (7.24%) QlikView
15 396 (7.19%) Oracle BI EE
16 340 (6.17%) RDBMS
17 327 (5.94%) Oracle ODI
18 289 (5.25%) NoSQL
19 275 (4.99%) Oracle Database 11g
20 268 (4.87%) Data Mining
Development Applications
1 272 (4.94%) Talend Open Studio
2 175 (3.18%) Team Foundation Server
3 108 (1.96%) Visual Studio
4 107 (1.94%) Subversion
5 99 (1.80%) Toad
6 98 (1.78%) JIRA
7 79 (1.43%) ERwin
8 75 (1.36%) SQL Server Management Studio (SSMS)
9 71 (1.29%) Oracle Forms
10 54 (0.98%) Git (software)
11 48 (0.87%) TeamCity
12 34 (0.62%) Selenium
13 32 (0.58%) PowerDesigner
14 31 (0.56%) Jenkins
15 28 (0.51%) SpecFlow
16 26 (0.47%) JUnit
17 25 (0.45%) Oracle APEX
18 24 (0.44%) VSS/SourceSafe
18 24 (0.44%) Mercurial
19 23 (0.42%) Cucumber
General
1 1706 (30.97%) Finance
2 489 (8.88%) Banking
3 375 (6.81%) Retail
4 278 (5.05%) Marketing
5 213 (3.87%) Telecoms
6 94 (1.71%) Front Office
7 87 (1.58%) Legal
8 82 (1.49%) Investment Banking
9 78 (1.42%) Games
10 73 (1.33%) Advertising
11 71 (1.29%) Pharmaceutical
12 68 (1.23%) Manufacturing
13 60 (1.09%) Financial Institution
14 47 (0.85%) Law
15 42 (0.76%) Electronics
16 40 (0.73%) Back Office
17 38 (0.69%) Publishing
18 24 (0.44%) Online Betting
19 22 (0.40%) Retail Banking
20 16 (0.29%) Billing
Job Titles
1 2419 (43.92%) Developer
2 809 (14.69%) Business Intelligence Developer
3 803 (14.58%) Analyst
4 677 (12.29%) Architect
5 547 (9.93%) SQL Developer
6 505 (9.17%) Consultant
7 395 (7.17%) Data Architect
8 372 (6.75%) Senior Developer
9 357 (6.48%) DBA
10 281 (5.10%) Business Developer
11 248 (4.50%) SQL DBA
12 221 (4.01%) Business Intelligence Analyst
13 215 (3.90%) Oracle Developer
14 211 (3.83%) ETL Developer
15 196 (3.56%) Data Warehouse Developer
15 196 (3.56%) Business Analyst
16 190 (3.45%) Data Analyst
17 183 (3.32%) Business Intelligence Consultant
18 172 (3.12%) SQL Server Developer
19 169 (3.07%) Solutions Architect
Libraries, Frameworks & Software Standards
1 598 (10.86%) .NET
2 332 (6.03%) Web Services
3 322 (5.85%) XML
4 320 (5.81%) MDX
5 187 (3.40%) HTML
6 156 (2.83%) ASP.NET
7 123 (2.23%) Middleware
8 115 (2.09%) SOAP
9 100 (1.82%) CSS
10 81 (1.47%) REST
11 80 (1.45%) .NET Framework
12 72 (1.31%) Spring
13 68 (1.23%) J2EE
14 66 (1.20%) jQuery
15 65 (1.18%) HTML5
16 54 (0.98%) Entity Framework
17 52 (0.94%) JSON
18 51 (0.93%) XSLT
19 45 (0.82%) JMS
20 42 (0.76%) RESTful
Miscellaneous
1 882 (16.01%) Analytical Skills
2 622 (11.29%) Data Integration
3 400 (7.26%) Computer Science
4 292 (5.30%) Visualisation
5 258 (4.68%) Management Information System
6 216 (3.92%) Data Structures
7 168 (3.05%) Replication
8 126 (2.29%) Mathematics
9 108 (1.96%) Clustering
10 103 (1.87%) Data Extraction
11 96 (1.74%) Enterprise Software
12 64 (1.16%) Statistics
13 61 (1.11%) User Experience
14 56 (1.02%) Data Conversion
15 44 (0.80%) Hedge funds
16 42 (0.76%) FMCG
17 40 (0.73%) Credit Risk
17 40 (0.73%) Mainframe
18 38 (0.69%) NHS
19 35 (0.64%) Reference Data
Operating Systems
1 435 (7.90%) Linux
2 423 (7.68%) UNIX
3 284 (5.16%) Windows
4 34 (0.62%) Windows XP
5 23 (0.42%) AIX
5 23 (0.42%) Apple iOS
6 22 (0.40%) Windows Server 2012
6 22 (0.40%) Windows Server 2008
7 21 (0.38%) Solaris
8 19 (0.34%) Android
9 15 (0.27%) Windows Server 2003
10 13 (0.24%) Red Hat Enterprise Linux
11 12 (0.22%) CentOS
12 11 (0.20%) Windows 7
13 6 (0.11%) Windows 8
13 6 (0.11%) Windows CE
13 6 (0.11%) Windows Mobile
13 6 (0.11%) Fedora
14 5 (0.091%) HPUX
14 5 (0.091%) Windows NT
Processes & Methodologies
1 3180 (57.73%) Business Intelligence
2 1301 (23.62%) Data Modelling
3 1168 (21.21%) Agile Software Development
4 1100 (19.97%) Analytics
5 639 (11.60%) Performance Tuning
6 623 (11.31%) Data Management
7 548 (9.95%) Data Analysis
8 530 (9.62%) Migration
9 427 (7.75%) Data Architecture
10 399 (7.24%) Project Management
10 399 (7.24%) SDLC
11 398 (7.23%) Kimball Methodology
12 376 (6.83%) Data Migration
13 358 (6.50%) ETL Development
14 333 (6.05%) Scrum
15 269 (4.88%) ERP
16 251 (4.56%) Stakeholder Management
17 243 (4.41%) Dimensional Modelling
18 233 (4.23%) CRM
19 230 (4.18%) Business Analysis
Programming Languages
1 3478 (63.14%) SQL
2 1268 (23.02%) T-SQL
3 734 (13.33%) Java
4 558 (10.13%) PL/SQL
5 535 (9.71%) C#
6 316 (5.74%) Python
7 262 (4.76%) JavaScript
8 258 (4.68%) Shell Script
9 175 (3.18%) R
10 131 (2.38%) Perl
11 127 (2.31%) VBA
12 106 (1.92%) C
13 103 (1.87%) C++
14 97 (1.76%) PHP
15 77 (1.40%) VB.NET
16 75 (1.36%) Scala
17 50 (0.91%) Bash Shell
18 44 (0.80%) PowerShell
18 44 (0.80%) VB
19 41 (0.74%) ABAP
Qualifications
1 746 (13.54%) Degree
2 104 (1.89%) Security Cleared
3 58 (1.05%) SC Cleared
4 57 (1.03%) Microsoft Certification
5 52 (0.94%) Oracle Certification
6 49 (0.89%) PMI Certification
7 46 (0.84%) PMP
7 46 (0.84%) ISTQB
8 43 (0.78%) ISEB
9 39 (0.71%) OCP
10 19 (0.34%) ITIL Certification
11 18 (0.33%) PhD
12 17 (0.31%) MCITP
13 16 (0.29%) DV Cleared
14 15 (0.27%) ISTQB Foundation Certification
15 12 (0.22%) ISTQB Advanced Certification
16 11 (0.20%) OCA
16 11 (0.20%) SAP Certification
16 11 (0.20%) HND
17 9 (0.16%) MCSE
Quality Assurance & Compliance
1 328 (5.95%) QA
2 209 (3.79%) Data Quality
3 110 (2.00%) SLA
4 19 (0.34%) Sarbanes-Oxley
5 15 (0.27%) EMIR
5 15 (0.27%) MiFID
6 11 (0.20%) CRD IV
7 7 (0.13%) Dodd-Frank
8 6 (0.11%) ISO/IEC 27001
9 3 (0.054%) ISO 9001
9 3 (0.054%) Basel II
9 3 (0.054%) HL7
9 3 (0.054%) PCI DSS
9 3 (0.054%) Solvency II
10 2 (0.036%) DO-178B
10 2 (0.036%) JSP 440
10 2 (0.036%) GxP
11 1 (0.018%) COBIT
11 1 (0.018%) BS7666
11 1 (0.018%) COREP
System Software
1 61 (1.11%) Apache Flume
2 26 (0.47%) HDFS
3 22 (0.40%) VMware Infrastructure
4 20 (0.36%) Active Directory
5 13 (0.24%) Oracle RAC
6 11 (0.20%) Hyper-V
7 7 (0.13%) VMware ESX
7 7 (0.13%) GPFS
8 6 (0.11%) Snort
9 5 (0.091%) vSphere
10 3 (0.054%) zsh
11 2 (0.036%) Apache ZooKeeper
11 2 (0.036%) Oracle Clusterware
11 2 (0.036%) Docker
12 1 (0.018%) NFS
12 1 (0.018%) Cronacle
12 1 (0.018%) XenApp
12 1 (0.018%) XenDesktop
Systems Management
1 84 (1.53%) Opscode Chef
2 58 (1.05%) Puppet
3 48 (0.87%) HP Quality Center
4 41 (0.74%) Ansible
5 38 (0.69%) Oracle Enterprise Manager
6 28 (0.51%) Oracle RMAN
7 19 (0.34%) Data Guard
8 18 (0.33%) Control-M
9 12 (0.22%) Oozie
10 9 (0.16%) MOM
11 8 (0.15%) Tivoli Storage Manager
12 7 (0.13%) SCCM
13 5 (0.091%) ZABBIX
13 5 (0.091%) HP Data Protector
13 5 (0.091%) Bacula
14 3 (0.054%) Dollar Universe
14 3 (0.054%) Foglight
14 3 (0.054%) Backup Exec
14 3 (0.054%) ITRS Geneos
15 2 (0.036%) Oracle ZFS
Vendors
1 1825 (33.13%) Oracle
2 1282 (23.28%) Microsoft
3 856 (15.54%) Informatica
4 523 (9.50%) SAP
5 484 (8.79%) Tableau
6 431 (7.82%) Cognos
7 358 (6.50%) Teradata
8 272 (4.94%) Talend
9 263 (4.77%) IBM
10 185 (3.36%) Ab Initio
11 174 (3.16%) Netezza
12 161 (2.92%) MicroStrategy
13 114 (2.07%) Hyperion
14 94 (1.71%) Vertica
15 90 (1.63%) Sybase
16 77 (1.40%) Siebel
17 75 (1.36%) Salesforce.com
18 68 (1.23%) Greenplum
19 65 (1.18%) Cloudera
20 62 (1.13%) Google
Manchester, Lancashire
McGregor Boyall
Salary: £200 - £250 per day
Posted: 1 hour ago
London
Verticality Ltd
Salary: £40000 - £50000 per annum, Benefits 10% Bonus, Pension 25 Days
Posted: 2 hours ago
London
Verticality Ltd
Salary: £60000 - £70000 per annum
Posted: 2 hours ago
Southport, Merseyside
People Source Consulting
Salary: £30000 - £35000 per annum + progression routes + development programme
Posted: 2 hours ago
Ross-On-Wye, Herefordshire
Big Red Recruitment
Salary: £35000 - £45000 per annum + excellent package
Posted: 2 hours ago
London
Premier IT
Salary: £50000 - £65000 per annum + benefits
Posted: 2 hours ago
Leeds, West Yorkshire
Harvey Nash plc
Salary: £75000 - £90000 per annum + Excellent Benefits
Posted: 3 hours ago
London
Deerfoot IT Resources Ltd
Salary: £60000 - £70000 per annum + Banking Bonus + benefits
Posted: 3 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £65000 - £72000 per annum + Banking bonus
Posted: 4 hours ago
City, London
LEXSTRA
Salary: £55000 - £60000 per annum + Excellent Benefits
Posted: 4 hours ago
City, London
BCSG
Salary: Competitive
Posted: 5 hours ago
Bedford, Bedfordshire
Cooper Lomaz Recruitment Ltd
Salary: Dependant on Experience
Posted: 8 hours ago
London
McGregor Boyall
Salary: £70000 - £80000 per annum + Benefits
Posted: 8 hours ago
City, London
Pioneer Search
Salary: £60000 - £70000 per annum + bonus, benefits
Posted: 9 hours ago
Nottingham, Nottinghamshire
Ascent People Ltd
Salary: £50000 - £60000 per annum + Car, Pension
Posted: 10 hours ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £30000 - £34000 per annum + Benefits
Posted: 11 hours ago
London
Executive Recruitment Services (ERS)
Salary: £40000 - £45000 per annum
Posted: 11 hours ago
London
Exposed Solutions
Salary: £50000 - £70000 per annum, Benefits Excellent Benefits & Bonus
Posted: 12 hours ago
London
Exposed Solutions
Salary: £55000 - £65000 per annum
Posted: 12 hours ago
London
Initi8 Recruitment
Salary: £40000 - £50000 Per Annum
Posted: 16 hours ago