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 23 September 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
23 Sep 2014
Same period 2013 Same period 2012
Extract, Transform and Load (ETL)
Rank 117 131 117
Rank change year-on-year
+14 -14
Permanent jobs citing ETL 2804 2348 2816
As % of all permanent IT jobs located in the UK 2.46% 2.21% 2.40%
As % of the Processes & Methodologies category 3.00% 2.72% 3.03%
Number of salaries quoted 2297 1943 2435
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
90% offered a salary of more than £35,000 £36,000 £32,500
10% offered a salary of more than £75,000 £70,450 £70,000
UK excluding London average salary £45,000 £45,000 £42,000
% change year-on-year
- +7.14%

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
93494 86460 92834
As % of all permanent IT jobs located in the UK 81.95% 81.20% 79.04%
Number of salaries quoted 74681 71102 78432
Average salary £47,500 £47,500 £46,000
Average salary % change year-on-year
- +3.26%
90% offered a salary of more than £30,500 £30,000 £30,000
10% offered a salary of more than £72,500 £72,500 £72,500
UK excluding London average salary £42,500 £41,500 £40,000
% change year-on-year
+2.40% +3.75%

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 23 September 2014 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 23 September 2014. 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 +24 2657 £52,000 +4.00% 298
London +31 1462 £57,500 +4.54% 151
South East +43 463 £49,000 +3.15% 34
City of London +16 350 £57,500 +4.54% 64
Yorkshire +15 186 £45,000 +12.50% 23
West Yorkshire +21 150 £45,000 +12.50% 14
West Midlands +16 149 £40,000 -15.78% 13
North West -17 126 £38,500 -14.44% 27
South West -14 113 £45,000 +9.75% 18
Berkshire +11 108 £55,000 +10.00% 10
Surrey +18 97 £62,500 +4.16% 9
East of England -16 96 £50,000 +11.11% 20
Leeds -1 95 £45,000 +9.09% 9
Scotland -70 67 £47,000 +4.44% 10
Kent +24 65 £37,500 -11.76% 2
West Sussex +27 60 £57,500 +30.68% 2
Bristol +26 57 £50,000 +21.95% 9
Cheshire +21 56 £37,500 -6.25% 9
Reading +16 55 £55,000 +19.56% 2
Hampshire -5 53 £45,000 +5.88% 4
Hertfordshire +14 51 £50,000 +8.10% 7
Manchester -56 50 £48,500 +2.10% 9
East Midlands +5 47 £46,250 +15.62% 6
Glasgow -18 43 £42,750 -5.00% 4
Birmingham -6 40 £50,000 -1.96% 5
Docklands, London - 40 £66,250 -
Staffordshire +12 37 £37,500 -16.66% 7
South Wales +31 34 £37,500 -13.79% 6
Wales +29 34 £37,500 -12.79% 6
Oxfordshire +25 32 £48,750 -2.50% 1

ETL
Top 30 Related IT Skills

For the 6 months to 23 September 2014, 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 3639 (63.98%) SQL
2 3166 (55.66%) Business Intelligence
3 2982 (52.43%) Data Warehouse
4 2881 (50.65%) SQL Server
5 2388 (41.98%) SQL Server Integration Services
6 1896 (33.33%) Oracle
7 1717 (30.19%) SQL Server Reporting Services
8 1610 (28.31%) Finance
9 1420 (24.96%) T-SQL
10 1353 (23.79%) Microsoft
11 1312 (23.07%) SQL Server Analysis Services
12 1221 (21.47%) Data Modelling
13 1035 (18.20%) Agile Software Development
14 902 (15.86%) SQL Server 2008
15 885 (15.56%) MS Excel
16 878 (15.44%) Informatica
17 824 (14.49%) Analytical Skills
18 779 (13.70%) Analytics
19 769 (13.52%) Relational Database
20 754 (13.26%) OLAP
21 729 (12.82%) .NET
22 719 (12.64%) Business Objects
23 694 (12.20%) Degree
24 689 (12.11%) Data Management
25 672 (11.81%) Cognos
26 625 (10.99%) C#
27 605 (10.64%) Performance Tuning
28 603 (10.60%) XML
29 557 (9.79%) Java
30 554 (9.74%) Kimball Methodology

ETL
Top Related IT Skills by Category

For the 6 months to 23 September 2014, 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
1 399 (7.01%) SAS
2 308 (5.41%) SharePoint
3 89 (1.56%) WebSphere
4 59 (1.04%) Tomcat
5 49 (0.86%) WebLogic
6 44 (0.77%) Apache
6 44 (0.77%) NetWeaver
7 42 (0.74%) Oracle Service Bus
8 40 (0.70%) SharePoint 2010
9 38 (0.67%) BizTalk Server
10 37 (0.65%) IIS
10 37 (0.65%) Oracle SOA Suite
11 36 (0.63%) Apache Pig
12 26 (0.46%) CMS
12 26 (0.46%) Apache Solr
13 20 (0.35%) Oracle Workflow
14 14 (0.25%) Elasticsearch
14 14 (0.25%) Lync
15 13 (0.23%) SharePoint 2013
16 11 (0.19%) GlassFish
Applications
1 885 (15.56%) MS Excel
2 190 (3.34%) MS Office
3 68 (1.20%) PowerPivot
4 58 (1.02%) SPSS
5 53 (0.93%) Spreadsheet
6 48 (0.84%) MS PowerPoint
7 31 (0.55%) MS Visio
8 19 (0.33%) FastStats
9 18 (0.32%) MS Project
10 6 (0.11%) Photoshop
10 6 (0.11%) Adobe Illustrator
Business Applications
1 209 (3.67%) Cognos Business Intelligence
2 109 (1.92%) Oracle EBS
3 104 (1.83%) Cognos TM1
4 63 (1.11%) HFM
4 63 (1.11%) Dynamics CRM
5 47 (0.83%) Dynamics AX
6 36 (0.63%) Oracle ERP
7 33 (0.58%) Oracle EBS R12
8 26 (0.46%) SAP MDM
8 26 (0.46%) Dynamics NAV
9 20 (0.35%) SAP BPC
10 19 (0.33%) Markit EDM
11 17 (0.30%) Hyperion Planning
11 17 (0.30%) Oracle Applications
12 15 (0.26%) SAP ERP
12 15 (0.26%) Oracle BPM
13 8 (0.14%) Oracle General Ledger
13 8 (0.14%) Google Analytics
13 8 (0.14%) Cognos Planning
13 8 (0.14%) Oracle CRM
Cloud Services
1 46 (0.81%) SaaS
2 44 (0.77%) Amazon AWS
3 22 (0.39%) Office 365
4 19 (0.33%) Cloud Computing
4 19 (0.33%) Amazon EC2
5 16 (0.28%) Microsoft Azure
5 16 (0.28%) Amazon EMR
6 11 (0.19%) Force.com
6 11 (0.19%) PaaS
7 8 (0.14%) IaaS
8 1 (0.018%) Pure360
8 1 (0.018%) Google Apps
8 1 (0.018%) GitHub
Communications & Networking
1 70 (1.23%) Internet
2 43 (0.76%) Intranet
3 41 (0.72%) FTP
4 32 (0.56%) WAN
4 32 (0.56%) LAN
5 27 (0.47%) MPLS
6 20 (0.35%) PBX
7 18 (0.32%) Kerberos
8 16 (0.28%) HTTP
9 13 (0.23%) DNS
9 13 (0.23%) SAN
10 11 (0.19%) VLAN
11 9 (0.16%) Extranet
11 9 (0.16%) Firewall
12 8 (0.14%) Wireless
12 8 (0.14%) DMZ
13 7 (0.12%) TCP/IP
13 7 (0.12%) ATM
14 6 (0.11%) DHCP
14 6 (0.11%) SSL
Database & Business Intelligence
1 2982 (52.43%) Data Warehouse
2 2881 (50.65%) SQL Server
3 2388 (41.98%) SQL Server Integration Services
4 1717 (30.19%) SQL Server Reporting Services
5 1312 (23.07%) SQL Server Analysis Services
6 902 (15.86%) SQL Server 2008
7 769 (13.52%) Relational Database
8 754 (13.26%) OLAP
9 528 (9.28%) Oracle Database
10 483 (8.49%) Big Data
11 451 (7.93%) SQL Server 2012
12 429 (7.54%) RDBMS
13 395 (6.94%) QlikView
14 372 (6.54%) SQL Server 2005
15 368 (6.47%) Oracle BI EE
16 342 (6.01%) Hadoop
17 339 (5.96%) DataStage
18 312 (5.49%) Oracle ODI
19 299 (5.26%) Microsoft Analysis Services
20 296 (5.20%) Oracle Database 11g
Development Applications
1 205 (3.60%) Visual Studio
1 205 (3.60%) Team Foundation Server
2 164 (2.88%) Talend Open Studio
3 115 (2.02%) Toad
4 76 (1.34%) SQL Server Management Studio (SSMS)
5 58 (1.02%) ERwin
6 55 (0.97%) Subversion
7 48 (0.84%) Git (software)
8 42 (0.74%) QuickTest Pro
9 37 (0.65%) Visual Studio Team System
10 35 (0.62%) Oracle APEX
11 33 (0.58%) JIRA
12 27 (0.47%) Eclipse
13 24 (0.42%) Maven
14 22 (0.39%) SoapUI
15 20 (0.35%) JUnit
16 19 (0.33%) Oracle Forms
17 18 (0.32%) Log4j
17 18 (0.32%) JConsole
18 17 (0.30%) Hudson
General
1 1610 (28.31%) Finance
2 517 (9.09%) Banking
3 348 (6.12%) Retail
4 344 (6.05%) Marketing
5 194 (3.41%) Telecoms
6 186 (3.27%) Investment Banking
7 156 (2.74%) Legal
8 112 (1.97%) Advertising
9 103 (1.81%) Games
10 88 (1.55%) Pharmaceutical
11 69 (1.21%) Front Office
12 64 (1.13%) Back Office
13 61 (1.07%) Manufacturing
14 57 (1.00%) Publishing
15 49 (0.86%) Law
16 36 (0.63%) French Language
17 26 (0.46%) German Language
18 24 (0.42%) Automotive
19 19 (0.33%) Financial Institution
19 19 (0.33%) Billing
Job Titles
1 2590 (45.53%) Developer
2 791 (13.91%) Analyst
3 783 (13.77%) Business Intelligence Developer
4 650 (11.43%) SQL Developer
5 608 (10.69%) Architect
6 574 (10.09%) Consultant
7 401 (7.05%) ETL Developer
8 365 (6.42%) Senior Developer
9 356 (6.26%) DBA
10 339 (5.96%) Business Developer
11 264 (4.64%) Business Analyst
12 246 (4.32%) Data Warehouse Developer
13 235 (4.13%) SQL DBA
14 216 (3.80%) Data Architect
15 212 (3.73%) SQL Server Developer
16 190 (3.34%) Business Intelligence Consultant
17 176 (3.09%) Data Analyst
18 166 (2.92%) Database Developer
19 161 (2.83%) Data Manager
20 160 (2.81%) Team Leader
Libraries, Frameworks & Software Standards
1 729 (12.82%) .NET
2 603 (10.60%) XML
3 333 (5.85%) MDX
4 314 (5.52%) Web Services
5 168 (2.95%) ASP.NET
6 167 (2.94%) HTML
7 123 (2.16%) SOAP
7 123 (2.16%) Middleware
8 119 (2.09%) CSS
9 101 (1.78%) XSLT
10 89 (1.56%) jQuery
11 74 (1.30%) .NET Framework
12 69 (1.21%) WCF
13 66 (1.16%) Java EE
14 63 (1.11%) REST
15 58 (1.02%) J2EE
16 55 (0.97%) JSON
17 52 (0.91%) Spring
18 45 (0.79%) WPF
19 42 (0.74%) Ajax
Miscellaneous
1 824 (14.49%) Analytical Skills
2 471 (8.28%) Data Integration
3 302 (5.31%) Computer Science
4 266 (4.68%) Management Information System
5 198 (3.48%) Visualisation
6 155 (2.73%) Replication
7 122 (2.14%) Clustering
8 86 (1.51%) Mathematics
9 84 (1.48%) Enterprise Software
10 79 (1.39%) Statistics
11 77 (1.35%) Data Conversion
12 69 (1.21%) Open Source
13 62 (1.09%) Data Extraction
14 60 (1.05%) Mainframe
15 53 (0.93%) Reference Data
16 52 (0.91%) Hedge funds
17 46 (0.81%) Equities
18 45 (0.79%) Online Games
19 37 (0.65%) Fixed Income
20 33 (0.58%) User Experience
Operating Systems
1 432 (7.59%) UNIX
2 328 (5.77%) Linux
3 325 (5.71%) Windows
4 64 (1.13%) Windows Server 2008
5 41 (0.72%) Windows Server 2003
6 29 (0.51%) Windows XP
7 24 (0.42%) Android
8 19 (0.33%) AIX
8 19 (0.33%) Solaris
9 8 (0.14%) Windows Server 2012
10 7 (0.12%) Apple iOS
11 6 (0.11%) Oracle Linux
11 6 (0.11%) Windows 7
12 5 (0.088%) Windows 8
13 3 (0.053%) Red Hat Enterprise Linux
14 2 (0.035%) Debian
14 2 (0.035%) Ubuntu
14 2 (0.035%) Windows 2000
Processes & Methodologies
1 3166 (55.66%) Business Intelligence
2 1221 (21.47%) Data Modelling
3 1035 (18.20%) Agile Software Development
4 779 (13.70%) Analytics
5 689 (12.11%) Data Management
6 605 (10.64%) Performance Tuning
7 554 (9.74%) Kimball Methodology
8 542 (9.53%) Migration
9 479 (8.42%) Project Management
9 479 (8.42%) Data Analysis
10 470 (8.26%) Dimensional Modelling
11 369 (6.49%) Data Migration
12 354 (6.22%) CRM
13 353 (6.21%) Data Architecture
14 336 (5.91%) Scrum
15 306 (5.38%) E-Commerce
16 295 (5.19%) ERP
17 269 (4.73%) SOA
18 246 (4.32%) Data Governance
19 232 (4.08%) Master Data Management
Programming Languages
1 3639 (63.98%) SQL
2 1420 (24.96%) T-SQL
3 625 (10.99%) C#
4 557 (9.79%) Java
5 518 (9.11%) PL/SQL
6 230 (4.04%) JavaScript
7 175 (3.08%) Python
8 141 (2.48%) VBA
9 137 (2.41%) Shell Script
10 117 (2.06%) VB.NET
11 111 (1.95%) C++
12 107 (1.88%) R
13 93 (1.64%) VB
14 85 (1.49%) Perl
15 63 (1.11%) PHP
16 41 (0.72%) PowerShell
17 40 (0.70%) C
18 28 (0.49%) VBScript
19 20 (0.35%) MATLAB
19 20 (0.35%) Bash Shell
Qualifications
1 694 (12.20%) Degree
2 136 (2.39%) Microsoft Certification
3 101 (1.78%) Security Cleared
4 84 (1.48%) ISEB
5 40 (0.70%) MCTS
6 39 (0.69%) PMI Certification
7 37 (0.65%) MCITP
7 37 (0.65%) ISTQB
7 37 (0.65%) PRINCE2 Certification
8 33 (0.58%) SC Cleared
8 33 (0.58%) ISTQB Foundation Certification
9 26 (0.46%) MCDBA
10 25 (0.44%) MBA
11 20 (0.35%) ITIL Certification
12 19 (0.33%) Oracle Certification
12 19 (0.33%) MCAD
13 13 (0.23%) MCSE
14 12 (0.21%) PhD
15 11 (0.19%) SAS Certification
15 11 (0.19%) PMP
Quality Assurance & Compliance
1 357 (6.28%) QA
2 197 (3.46%) Data Quality
3 96 (1.69%) SLA
4 40 (0.70%) ISO 9001
5 17 (0.30%) EMIR
5 17 (0.30%) Solvency II
6 16 (0.28%) UCITS
6 16 (0.28%) Dodd-Frank
7 10 (0.18%) Basel II
8 9 (0.16%) PCI DSS
9 8 (0.14%) COREP
10 6 (0.11%) FINREP
11 4 (0.070%) Basel III
12 3 (0.053%) JSP 440
12 3 (0.053%) ISO/IEC 27001
13 2 (0.035%) TickIT
14 1 (0.018%) ISO 9000
14 1 (0.018%) MiFID
14 1 (0.018%) CRD IV
System Software
1 50 (0.88%) Oracle RAC
2 49 (0.86%) Active Directory
3 28 (0.49%) HDFS
4 18 (0.32%) Apache Flume
4 18 (0.32%) Oracle RMAN
5 10 (0.18%) VMware Infrastructure
6 9 (0.16%) XenApp
7 6 (0.11%) vSphere
8 4 (0.070%) Hyper-V
9 2 (0.035%) Tivoli Workload Scheduler
9 2 (0.035%) VMware ESX
10 1 (0.018%) Snort
10 1 (0.018%) Cronacle
10 1 (0.018%) GPFS
Systems Management
1 39 (0.69%) HP Quality Center
2 24 (0.42%) Control-M
3 23 (0.40%) Opscode Chef
4 20 (0.35%) Data Guard
5 15 (0.26%) Oracle Enterprise Manager
6 13 (0.23%) Puppet
7 12 (0.21%) Oozie
8 9 (0.16%) ZABBIX
8 9 (0.16%) Backup Exec
8 9 (0.16%) OpenSSO
9 5 (0.088%) Dollar Universe
10 2 (0.035%) Nagios
10 2 (0.035%) Tivoli
10 2 (0.035%) MOM
11 1 (0.018%) BMC PATROL
11 1 (0.018%) CA Endevor
11 1 (0.018%) Forefront Identity Manager
Vendors
1 1896 (33.33%) Oracle
2 1353 (23.79%) Microsoft
3 878 (15.44%) Informatica
4 719 (12.64%) Business Objects
5 672 (11.81%) Cognos
6 517 (9.09%) SAP
7 386 (6.79%) IBM
8 279 (4.91%) Teradata
9 248 (4.36%) Tableau
10 183 (3.22%) Ab Initio
11 164 (2.88%) Talend
11 164 (2.88%) Netezza
12 152 (2.67%) MicroStrategy
13 118 (2.07%) Hyperion
14 101 (1.78%) Sybase
15 81 (1.42%) HP
16 70 (1.23%) Salesforce.com
17 65 (1.14%) JBoss
18 54 (0.95%) PeopleSoft
19 44 (0.77%) Siebel
City, London
Lawrence Harvey Enterprise
Salary: £40000.00 - £60000.00 per annum + benefits and bonus
Posted: 4 hours ago
City, London
Venturi
Salary: £30000 - £60000 per annum + bonus + generous benefits
Posted: 4 hours ago
Surrey
Venturi
Salary: £60000 - £70000.00 per annum + bonus & full benefits
Posted: 4 hours ago
London
TEKsystems
Salary: £50000 - £60000 per annum + Excellent Bonus + Benefits
Posted: 4 hours ago
Letchworth Garden City, Hertfordshire
Deerfoot IT Resources Ltd
Salary: £35000 - £45000 per annum
Posted: 4 hours ago
Berkshire
Arden Resourcing Limited
Salary: From £45,000 to £55,000 per annum + Benefits and Bonus
Posted: 6 hours ago
UK
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 6 hours ago
London
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 6 hours ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 6 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £55,000 per annum plus attractive benefits, 30 days ho
Posted: 6 hours ago
London
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum + attractive benefits and extensive
Posted: 6 hours ago
UK
ANSON MCCADE
Salary: From £35,000 to £60,000 per annum + attractive benefits and extensive
Posted: 6 hours ago
UK
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
Posted: 6 hours ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
Posted: 6 hours ago
London
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
Posted: 6 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: From £40,000 to £60,000 per annum + attractive benefits, 30 days holid
Posted: 6 hours ago
West Midlands
Certes Computing Ltd
Salary: £50000 - £60000 per annum
Posted: 9 hours ago
London
ANSON MCCADE
Salary: From £50,000 to £90,000 per annum plus competitive package
Posted: 10 hours ago
City, London
Harris Rubbert Associates
Salary: Up to £75,000 per annum + Benefits and Incentivised Bonus
Posted: 10 hours ago
City, London
ComputAppoint
Salary: £40000 - £50000 per annum + Excellent Benefits
Posted: 11 hours ago