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

Location
3 months to
1 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 113 122 130
Rank change year-on-year
+9 +8
Permanent jobs citing ETL 2773 2868 2418
As % of all permanent IT jobs located in the UK 2.51% 2.39% 2.20%
As % of the Processes & Methodologies category 2.97% 2.89% 2.73%
Number of salaries quoted 2251 2411 2011
Average salary £55,000 £50,000 £50,000
Average salary % change year-on-year
+10.00% -
90% offered a salary of more than £35,000 £36,000 £35,000
10% offered a salary of more than £80,000 £70,000 £72,500
UK excluding London average salary £45,000 £44,000 £44,000
% change year-on-year
+2.27% -

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
93348 99216 88705
As % of all permanent IT jobs located in the UK 84.48% 82.71% 80.79%
Number of salaries quoted 76240 80334 73064
Average salary £50,000 £48,500 £45,500
Average salary % change year-on-year
+3.09% +6.59%
90% offered a salary of more than £32,500 £31,500 £30,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

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 1 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 1 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 2539 £55,000 +7.84% 389
London -3 1432 £60,000 +9.09% 183
South East +29 495 £52,500 +5.00% 62
City of London +7 348 £57,500 - 83
Berkshire +37 148 £55,000 - 22
Yorkshire -1 145 £45,000 +7.85% 40
North West +40 135 £40,000 +4.57% 27
West Yorkshire +7 111 £45,000 +5.88% 32
Scotland +32 106 £44,000 -6.38% 13
South West -2 94 £43,596 -12.80% 27
Hampshire +34 91 £45,000 +12.50% 7
West Midlands -50 90 £37,500 -11.76% 14
East of England +10 83 £46,250 +8.82% 13
Surrey -19 81 £49,000 -8.83% 11
East Midlands +11 66 £44,000 -2.22% 9
Leeds +3 66 £50,000 +11.11% 21
Glasgow +44 63 £37,500 -19.35% 4
Cheshire +10 62 £42,500 +8.97% 9
Manchester +33 58 £42,500 +11.84% 16
Oxfordshire +40 45 £55,750 +11.50% 10
Edinburgh +21 45 £48,750 -9.30% 8
East Sussex +60 44 £40,000 -3.03% 2
Hertfordshire +23 44 £45,000 - 6
Brighton +63 40 £40,000 -3.03% 2
Reading -11 40 £47,500 -13.63% 6
Warwickshire -23 35 £35,000 -12.50% 1
Wales +18 34 £45,000 +7.19% 4
Wiltshire 0 31 £38,000 -39.61% 6
South Wales +16 30 £45,000 +5.88% 4
West Sussex +7 29 £65,000 +13.04% 3

ETL
Top 30 Related IT Skills

For the 6 months to 1 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 3438 (62.90%) SQL
2 3184 (58.25%) Business Intelligence
3 2853 (52.20%) Data Warehouse
4 2455 (44.91%) SQL Server
5 2115 (38.69%) SQL Server Integration Services
6 1788 (32.71%) Oracle
7 1729 (31.63%) Finance
8 1458 (26.67%) SQL Server Reporting Services
9 1320 (24.15%) Data Modelling
10 1276 (23.34%) Microsoft
11 1256 (22.98%) T-SQL
12 1214 (22.21%) SQL Server Analysis Services
13 1148 (21.00%) Agile Software Development
14 1085 (19.85%) Analytics
15 900 (16.47%) Big Data
16 875 (16.01%) Analytical Skills
17 835 (15.28%) Informatica
18 748 (13.68%) Degree
19 744 (13.61%) MS Excel
20 724 (13.25%) Java
21 636 (11.64%) SQL Server 2008
22 618 (11.31%) Business Objects
23 613 (11.21%) Relational Database
24 606 (11.09%) .NET
25 604 (11.05%) Performance Tuning
26 603 (11.03%) Data Management
27 594 (10.87%) OLAP
28 559 (10.23%) Data Integration
29 549 (10.04%) Hadoop
30 548 (10.03%) SAP

ETL
Top Related IT Skills by Category

For the 6 months to 1 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
1 356 (6.51%) SAS
2 202 (3.70%) SharePoint
3 112 (2.05%) Apache Pig
4 81 (1.48%) Apache Spark
5 68 (1.24%) Elasticsearch
6 67 (1.23%) Apache
7 58 (1.06%) Oracle Workflow
8 55 (1.01%) WebLogic
9 48 (0.88%) IIS
10 45 (0.82%) Apache Solr
11 40 (0.73%) JBoss
12 36 (0.66%) BizTalk Server
12 36 (0.66%) WebSphere
13 32 (0.59%) NetWeaver
13 32 (0.59%) SharePoint 2010
14 24 (0.44%) Tomcat
15 21 (0.38%) CMS
16 18 (0.33%) MQSeries
17 17 (0.31%) Oracle Service Bus
18 15 (0.27%) PowerExchange
Applications
1 744 (13.61%) MS Excel
2 144 (2.63%) SPSS
3 137 (2.51%) MS Office
4 109 (1.99%) PowerPivot
5 78 (1.43%) MS Visio
6 31 (0.57%) MS PowerPoint
7 19 (0.35%) Spreadsheet
8 11 (0.20%) FastStats
9 6 (0.11%) MS Project
10 3 (0.055%) ProjectWise
11 1 (0.018%) Gephi
Business Applications
1 82 (1.50%) Oracle EBS
2 74 (1.35%) Cognos Business Intelligence
3 58 (1.06%) Dynamics CRM
4 56 (1.02%) Oracle ERP
5 54 (0.99%) HFM
6 40 (0.73%) Markit EDM
7 38 (0.70%) Cognos TM1
8 32 (0.59%) Dynamics AX
9 31 (0.57%) Oracle Applications
10 21 (0.38%) Oracle EBS R12
11 20 (0.37%) Hyperion Planning
12 18 (0.33%) SAP Oil and Gas
13 15 (0.27%) Hyperion Enterprise
14 14 (0.26%) BusinessWare
15 12 (0.22%) thinkFolio
16 11 (0.20%) LatentZero
17 10 (0.18%) Dynamics NAV
18 9 (0.16%) SAP BPC
19 7 (0.13%) Oracle Payables
19 7 (0.13%) Oracle General Ledger
Cloud Services
1 180 (3.29%) Amazon AWS
2 107 (1.96%) SaaS
3 65 (1.19%) Microsoft Azure
4 64 (1.17%) Cloud Computing
5 60 (1.10%) Amazon EC2
6 45 (0.82%) Amazon EMR
7 27 (0.49%) Google Analytics
8 25 (0.46%) PaaS
9 22 (0.40%) Amazon S3
10 13 (0.24%) Force.com
10 13 (0.24%) GitHub
11 12 (0.22%) IaaS
12 7 (0.13%) Google Cloud Platform
13 4 (0.073%) AWS Elastic Beanstalk
14 3 (0.055%) Office 365
15 2 (0.037%) Amazon ELB
15 2 (0.037%) Adobe Analytics
16 1 (0.018%) Google Apps
16 1 (0.018%) Route 53
16 1 (0.018%) Boomi
Communications & Networking
1 29 (0.53%) Internet
2 27 (0.49%) SAN
3 26 (0.48%) HTTP
4 18 (0.33%) FTP
5 17 (0.31%) DNS
6 14 (0.26%) LDAP
7 12 (0.22%) Firewall
8 11 (0.20%) TCP/IP
9 8 (0.15%) NAS
10 7 (0.13%) DHCP
11 6 (0.11%) UMTS
11 6 (0.11%) GPRS
11 6 (0.11%) Cisco IOS
11 6 (0.11%) Intrusion Detection
12 5 (0.091%) Wireshark
12 5 (0.091%) tcpdump
12 5 (0.091%) LAN
12 5 (0.091%) WAN
12 5 (0.091%) HTTPS
12 5 (0.091%) Fibre Channel
Database & Business Intelligence
1 2853 (52.20%) Data Warehouse
2 2455 (44.91%) SQL Server
3 2115 (38.69%) SQL Server Integration Services
4 1458 (26.67%) SQL Server Reporting Services
5 1214 (22.21%) SQL Server Analysis Services
6 900 (16.47%) Big Data
7 636 (11.64%) SQL Server 2008
8 613 (11.21%) Relational Database
9 594 (10.87%) OLAP
10 549 (10.04%) Hadoop
11 494 (9.04%) Oracle Database
12 419 (7.67%) QlikView
13 413 (7.56%) SQL Server 2012
14 393 (7.19%) Oracle BI EE
15 335 (6.13%) RDBMS
16 318 (5.82%) Oracle ODI
17 280 (5.12%) SQL Server 2005
18 277 (5.07%) BusinessObjects
18 277 (5.07%) Data Mining
19 265 (4.85%) NoSQL
Development Applications
1 258 (4.72%) Talend Open Studio
2 140 (2.56%) Team Foundation Server
3 111 (2.03%) Visual Studio
4 96 (1.76%) Toad
5 90 (1.65%) Subversion
6 89 (1.63%) JIRA
7 84 (1.54%) ERwin
8 75 (1.37%) SQL Server Management Studio (SSMS)
9 57 (1.04%) Oracle Forms
10 47 (0.86%) Git (software)
11 46 (0.84%) TeamCity
12 32 (0.59%) PowerDesigner
13 28 (0.51%) Oracle APEX
13 28 (0.51%) SpecFlow
14 23 (0.42%) Jenkins
15 22 (0.40%) Cucumber
15 22 (0.40%) Selenium
16 21 (0.38%) JUnit
16 21 (0.38%) Moq
17 14 (0.26%) Visual Studio Team System
General
1 1729 (31.63%) Finance
2 469 (8.58%) Banking
3 357 (6.53%) Retail
4 266 (4.87%) Marketing
5 196 (3.59%) Telecoms
6 110 (2.01%) Legal
7 96 (1.76%) Front Office
8 81 (1.48%) Games
9 77 (1.41%) Investment Banking
10 74 (1.35%) Advertising
11 68 (1.24%) Pharmaceutical
12 64 (1.17%) Financial Institution
13 54 (0.99%) Manufacturing
14 41 (0.75%) Law
15 40 (0.73%) Electronics
16 37 (0.68%) Back Office
17 33 (0.60%) Publishing
18 27 (0.49%) Online Betting
19 18 (0.33%) Retail Banking
20 14 (0.26%) Billing
Job Titles
1 2403 (43.96%) Developer
2 799 (14.62%) Business Intelligence Developer
3 780 (14.27%) Analyst
4 685 (12.53%) Architect
5 521 (9.53%) Consultant
6 488 (8.93%) SQL Developer
7 377 (6.90%) Data Architect
8 367 (6.71%) DBA
9 355 (6.49%) Senior Developer
10 296 (5.42%) Business Developer
11 258 (4.72%) SQL DBA
12 215 (3.93%) Data Warehouse Developer
13 214 (3.92%) ETL Developer
14 213 (3.90%) Business Intelligence Analyst
15 204 (3.73%) Oracle Developer
16 200 (3.66%) Data Analyst
17 197 (3.60%) Business Intelligence Consultant
18 196 (3.59%) Business Analyst
19 170 (3.11%) Solutions Architect
20 148 (2.71%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 606 (11.09%) .NET
2 334 (6.11%) Web Services
3 320 (5.85%) MDX
4 306 (5.60%) XML
5 207 (3.79%) HTML
6 167 (3.06%) ASP.NET
7 120 (2.20%) SOAP
8 112 (2.05%) Middleware
9 94 (1.72%) CSS
10 90 (1.65%) .NET Framework
11 76 (1.39%) REST
12 69 (1.26%) HTML5
13 66 (1.21%) J2EE
14 63 (1.15%) Spring
15 61 (1.12%) jQuery
16 54 (0.99%) Entity Framework
17 48 (0.88%) RESTful
18 47 (0.86%) JMS
19 44 (0.80%) XSLT
20 39 (0.71%) XSD
Miscellaneous
1 875 (16.01%) Analytical Skills
2 559 (10.23%) Data Integration
3 367 (6.71%) Computer Science
4 298 (5.45%) Visualisation
5 234 (4.28%) Management Information System
6 202 (3.70%) Data Structures
7 170 (3.11%) Replication
8 127 (2.32%) Clustering
9 115 (2.10%) Mathematics
10 97 (1.77%) Data Extraction
11 95 (1.74%) Enterprise Software
12 69 (1.26%) Statistics
13 55 (1.01%) Data Conversion
14 54 (0.99%) User Experience
15 50 (0.91%) Hedge funds
16 48 (0.88%) Mainframe
17 42 (0.77%) NHS
18 35 (0.64%) Credit Risk
19 34 (0.62%) Reference Data
19 34 (0.62%) GIS
Operating Systems
1 409 (7.48%) UNIX
2 399 (7.30%) Linux
3 285 (5.21%) Windows
4 37 (0.68%) Windows XP
5 27 (0.49%) Windows Server 2012
6 25 (0.46%) Windows Server 2008
7 23 (0.42%) Apple iOS
8 22 (0.40%) AIX
9 21 (0.38%) Solaris
10 19 (0.35%) Windows Server 2003
10 19 (0.35%) Android
11 10 (0.18%) Windows 7
12 8 (0.15%) CentOS
12 8 (0.15%) Red Hat Enterprise Linux
13 6 (0.11%) Windows Mobile
13 6 (0.11%) Fedora
13 6 (0.11%) Windows CE
14 5 (0.091%) HPUX
14 5 (0.091%) Windows NT
15 4 (0.073%) Windows 8
Processes & Methodologies
1 3184 (58.25%) Business Intelligence
2 1320 (24.15%) Data Modelling
3 1148 (21.00%) Agile Software Development
4 1085 (19.85%) Analytics
5 604 (11.05%) Performance Tuning
6 603 (11.03%) Data Management
7 519 (9.50%) Migration
8 514 (9.40%) Data Analysis
9 437 (7.99%) Data Architecture
10 421 (7.70%) Project Management
11 412 (7.54%) Kimball Methodology
12 376 (6.88%) SDLC
13 370 (6.77%) Data Migration
14 343 (6.28%) ETL Development
15 340 (6.22%) Scrum
16 273 (4.99%) ERP
17 263 (4.81%) Stakeholder Management
18 253 (4.63%) CRM
19 248 (4.54%) Business Analysis
20 246 (4.50%) Dimensional Modelling
Programming Languages
1 3438 (62.90%) SQL
2 1256 (22.98%) T-SQL
3 724 (13.25%) Java
4 546 (9.99%) PL/SQL
5 532 (9.73%) C#
6 293 (5.36%) Python
7 275 (5.03%) JavaScript
8 245 (4.48%) Shell Script
9 168 (3.07%) R
10 142 (2.60%) VBA
11 130 (2.38%) Perl
12 110 (2.01%) C
13 104 (1.90%) C++
14 95 (1.74%) PHP
15 88 (1.61%) VB.NET
16 64 (1.17%) Scala
17 51 (0.93%) PowerShell
18 45 (0.82%) ABAP
18 45 (0.82%) VB
19 40 (0.73%) Bash Shell
Qualifications
1 748 (13.68%) Degree
2 104 (1.90%) Security Cleared
3 61 (1.12%) Microsoft Certification
4 59 (1.08%) SC Cleared
5 55 (1.01%) ISEB
6 54 (0.99%) ISTQB
7 48 (0.88%) PMI Certification
8 47 (0.86%) Oracle Certification
9 44 (0.80%) PMP
10 36 (0.66%) OCP
11 22 (0.40%) ITIL Certification
12 21 (0.38%) ISTQB Foundation Certification
13 20 (0.37%) DV Cleared
14 16 (0.29%) PhD
15 15 (0.27%) SAP Certification
15 15 (0.27%) MCITP
16 11 (0.20%) HND
16 11 (0.20%) MCSE
16 11 (0.20%) ISTQB Advanced Certification
17 9 (0.16%) Siebel Certification
Quality Assurance & Compliance
1 327 (5.98%) QA
2 198 (3.62%) Data Quality
3 116 (2.12%) SLA
4 20 (0.37%) 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
8 6 (0.11%) PCI DSS
9 5 (0.091%) JSP 440
10 4 (0.073%) HL7
10 4 (0.073%) ISO 9001
11 3 (0.055%) Basel II
12 2 (0.037%) GxP
12 2 (0.037%) DO-178B
12 2 (0.037%) Solvency II
13 1 (0.018%) COBIT
13 1 (0.018%) BS7666
13 1 (0.018%) COREP
System Software
1 52 (0.95%) Apache Flume
2 22 (0.40%) HDFS
2 22 (0.40%) Active Directory
3 20 (0.37%) VMware Infrastructure
4 12 (0.22%) Hyper-V
5 10 (0.18%) Oracle RAC
6 7 (0.13%) VMware ESX
7 6 (0.11%) Snort
8 5 (0.091%) GPFS
9 4 (0.073%) vSphere
10 2 (0.037%) Apache ZooKeeper
10 2 (0.037%) Docker
11 1 (0.018%) Cronacle
Systems Management
1 67 (1.23%) Opscode Chef
2 48 (0.88%) Puppet
3 47 (0.86%) HP Quality Center
4 35 (0.64%) Ansible
5 31 (0.57%) Oracle Enterprise Manager
6 22 (0.40%) Oracle RMAN
7 16 (0.29%) Control-M
8 14 (0.26%) Data Guard
9 12 (0.22%) Oozie
10 8 (0.15%) Tivoli Storage Manager
11 7 (0.13%) MOM
12 5 (0.091%) ZABBIX
12 5 (0.091%) SCCM
12 5 (0.091%) HP Data Protector
12 5 (0.091%) Bacula
13 3 (0.055%) ITRS Geneos
13 3 (0.055%) Dollar Universe
13 3 (0.055%) Backup Exec
14 2 (0.037%) Foglight
14 2 (0.037%) Hadoop YARN
Vendors
1 1788 (32.71%) Oracle
2 1276 (23.34%) Microsoft
3 835 (15.28%) Informatica
4 618 (11.31%) Business Objects
5 548 (10.03%) SAP
6 484 (8.85%) Tableau
7 425 (7.78%) Cognos
8 361 (6.60%) Teradata
9 277 (5.07%) IBM
10 258 (4.72%) Talend
11 208 (3.81%) Ab Initio
12 160 (2.93%) Netezza
13 159 (2.91%) MicroStrategy
14 116 (2.12%) Hyperion
15 79 (1.45%) Siebel
16 77 (1.41%) Vertica
17 74 (1.35%) Sybase
18 72 (1.32%) Salesforce.com
19 61 (1.12%) Cloudera
20 55 (1.01%) Google
Leeds, West Yorkshire
Experis Ltd
Salary: £36000.00 per annum + Market Leading Benefits
Posted: 1 hour ago
London
KDR
Salary: £25000 - £35000 per annum + dependent on previous experience
Posted: 2 hours ago
Belfast, County Antrim
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 2 hours ago
Belfast, County Antrim
ANSON MCCADE
Salary: £60,000 to £90,000 per annum plus outstanding package
Posted: 2 hours ago
Newcastle Upon Tyne, Tyne and Wear
ANSON MCCADE
Salary: £60,000 to £90,000 per annum plus outstanding package
Posted: 2 hours ago
Glasgow Area
ANSON MCCADE
Salary: £60,000 to £90,000 per annum plus outstanding package
Posted: 2 hours ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £60,000 to £90,000 per annum plus outstanding package
Posted: 2 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: £60,000 to £90,000 per annum plus outstanding package
Posted: 2 hours ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 2 hours ago
Glasgow Area
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 2 hours ago
Newcastle Upon Tyne, Tyne and Wear
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 2 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 2 hours ago
Aylesbury, Buckinghamshire
IT Connections
Salary: to £60,000
Posted: 2 hours ago
City, London
Nigel Frank International Ltd
Salary: £50000 - £60000 per annum
Posted: 2 hours ago
Slough, Berkshire
Nigel Frank International Ltd
Salary: £40000 - £60000 per annum + benefits, bonus
Posted: 3 hours ago
City, London
Nigel Frank International Ltd
Salary: £30000 - £40000 per annum + benefits, bonus, training
Posted: 3 hours ago
Central London / West End
ANSON MCCADE
Salary: £60,000 - £90,000k plus outstanding package
Posted: 3 hours ago
Central London / West End
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 3 hours ago
Guildford, Surrey
ANSON MCCADE
Salary: £30,000 - £60,000k plus outstanding package
Posted: 3 hours ago
London
Burns Sheehan
Salary: £60000 - £70000 per annum
Posted: 3 hours ago