The table below looks at the statistics for ETL skills in IT jobs advertised for the England region. 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 117 118 136
Rank change year-on-year
+1 +18
Permanent jobs citing ETL 2509 2721 2179
As % of all permanent IT jobs located in England 2.45% 2.49% 2.14%
As % of the Processes & Methodologies category 2.89% 3.00% 2.64%
Number of salaries quoted 2097 2304 1830
Average salary £55,000 £52,000 £50,000
Average salary % change year-on-year
+5.76% +4.00%
90% offered a salary of more than £35,000 £36,000 £35,000
10% offered a salary of more than £80,000 £72,500 £72,500
UK excluding London average salary £47,000 £45,000 £45,000
% change year-on-year
+4.44% -
ETL
UK

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

Processes & Methodologies Category
England
Permanent IT job ads with a match in the
Processes & Methodologies category
86723 90581 82547
As % of all permanent IT jobs located in England 84.74% 82.77% 81.07%
Number of salaries quoted 71804 73588 68269
Average salary £50,000 £50,000 £47,500
Average salary % change year-on-year
- +5.26%
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 in England

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

ETL Jobs Demand Trend in England

ETL
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing ETL across the England region.

ETL Salary Trend in England

ETL
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing ETL across the England region over the 3 months to 30 July 2015.

ETL Salary Histogram in England

ETL
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing ETL within the England region 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
London -6 1377 £59,250 +3.04% 172
South East +7 479 £52,500 +5.00% 57
North West +42 145 £42,500 +11.84% 41
Yorkshire -17 134 £49,000 +15.29% 37
East of England +55 118 £46,875 +4.16% 11
South West +6 102 £42,500 -10.52% 31
West Midlands -40 91 £37,500 -9.63% 31
East Midlands 0 59 £43,000 -4.44% 5
North East -30 3 £43,500 +8.75% 5
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 30 July 2015, IT jobs across the England region 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 3244 (63.66%) SQL
2 2958 (58.05%) Business Intelligence
3 2707 (53.12%) Data Warehouse
4 2276 (44.66%) SQL Server
5 2038 (39.99%) SQL Server Integration Services
6 1667 (32.71%) Oracle
7 1537 (30.16%) Finance
8 1409 (27.65%) SQL Server Reporting Services
9 1228 (24.10%) Data Modelling
10 1185 (23.25%) Microsoft
11 1176 (23.08%) T-SQL
12 1173 (23.02%) SQL Server Analysis Services
13 1105 (21.68%) Agile Software Development
14 1031 (20.23%) Analytics
15 849 (16.66%) Big Data
16 828 (16.25%) Analytical Skills
17 743 (14.58%) Informatica
18 695 (13.64%) Degree
19 662 (12.99%) MS Excel
20 659 (12.93%) Java
21 610 (11.97%) Performance Tuning
22 586 (11.50%) Data Integration
23 579 (11.36%) OLAP
24 577 (11.32%) Relational Database
25 568 (11.15%) SQL Server 2008
26 567 (11.13%) Data Management
27 565 (11.09%) .NET
28 534 (10.48%) Hadoop
29 524 (10.28%) BusinessObjects
30 514 (10.09%) PL/SQL

ETL
Top Related IT Skills in England by Category

For the 6 months to 30 July 2015, IT jobs across the England region 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
1 297 (5.83%) SAS
2 192 (3.77%) SharePoint
3 117 (2.30%) Apache Pig
4 99 (1.94%) Apache Spark
5 83 (1.63%) Elasticsearch
6 63 (1.24%) Apache
7 58 (1.14%) Oracle Workflow
8 54 (1.06%) WebLogic
9 53 (1.04%) Apache Solr
10 51 (1.00%) IIS
11 36 (0.71%) WebSphere
12 33 (0.65%) BizTalk Server
13 32 (0.63%) JBoss
14 26 (0.51%) SharePoint 2010
15 21 (0.41%) Tomcat
16 20 (0.39%) Oracle Service Bus
17 16 (0.31%) NetWeaver
17 16 (0.31%) CMS
18 15 (0.29%) SharePoint 2013
19 12 (0.24%) Confluence
Applications
1 662 (12.99%) MS Excel
2 127 (2.49%) MS Office
3 120 (2.35%) SPSS
4 105 (2.06%) PowerPivot
5 75 (1.47%) MS Visio
6 31 (0.61%) MS PowerPoint
7 27 (0.53%) FastStats
8 9 (0.18%) Spreadsheet
9 5 (0.098%) MS Project
10 3 (0.059%) ProjectWise
11 1 (0.020%) Gephi
Business Applications
1 80 (1.57%) Oracle EBS
2 63 (1.24%) Cognos Business Intelligence
3 58 (1.14%) Oracle ERP
4 56 (1.10%) HFM
5 42 (0.82%) Dynamics CRM
6 38 (0.75%) Markit EDM
7 31 (0.61%) Dynamics AX
7 31 (0.61%) Cognos TM1
7 31 (0.61%) Oracle Applications
8 18 (0.35%) SAP Oil and Gas
9 17 (0.33%) Hyperion Planning
9 17 (0.33%) Oracle EBS R12
10 14 (0.27%) BusinessWare
11 12 (0.24%) thinkFolio
12 11 (0.22%) LatentZero
13 10 (0.20%) SAP BPC
13 10 (0.20%) Hyperion Enterprise
14 9 (0.18%) Oracle Financials
14 9 (0.18%) Dynamics NAV
15 6 (0.12%) Oracle Payables
Cloud Services
1 167 (3.28%) Amazon AWS
2 101 (1.98%) SaaS
3 75 (1.47%) Microsoft Azure
4 57 (1.12%) Amazon EC2
5 54 (1.06%) Cloud Computing
6 47 (0.92%) Amazon EMR
7 33 (0.65%) Google Analytics
8 23 (0.45%) Amazon S3
9 16 (0.31%) GitHub
10 15 (0.29%) Force.com
11 11 (0.22%) IaaS
12 10 (0.20%) PaaS
13 7 (0.14%) Google Cloud Platform
14 6 (0.12%) Office 365
15 4 (0.078%) AWS Elastic Beanstalk
16 3 (0.059%) Amazon ELB
17 1 (0.020%) Route 53
17 1 (0.020%) Adobe Analytics
17 1 (0.020%) Azure Machine Learning
17 1 (0.020%) Yammer
Communications & Networking
1 22 (0.43%) Internet
2 18 (0.35%) SAN
3 14 (0.27%) HTTP
3 14 (0.27%) LDAP
4 13 (0.26%) DNS
5 12 (0.24%) FTP
6 10 (0.20%) Firewall
7 7 (0.14%) NAS
7 7 (0.14%) UMTS
8 6 (0.12%) DHCP
8 6 (0.12%) GPRS
8 6 (0.12%) Cisco IOS
9 5 (0.098%) Wireshark
9 5 (0.098%) TCP/IP
10 4 (0.078%) DMZ
10 4 (0.078%) CTI
10 4 (0.078%) LAN
10 4 (0.078%) WAN
11 3 (0.059%) Intranet
11 3 (0.059%) VLAN
Database & Business Intelligence
1 2707 (53.12%) Data Warehouse
2 2276 (44.66%) SQL Server
3 2038 (39.99%) SQL Server Integration Services
4 1409 (27.65%) SQL Server Reporting Services
5 1173 (23.02%) SQL Server Analysis Services
6 849 (16.66%) Big Data
7 579 (11.36%) OLAP
8 577 (11.32%) Relational Database
9 568 (11.15%) SQL Server 2008
10 534 (10.48%) Hadoop
11 524 (10.28%) BusinessObjects
12 484 (9.50%) Oracle Database
13 414 (8.12%) SQL Server 2012
14 364 (7.14%) Oracle BI EE
15 358 (7.03%) QlikView
16 311 (6.10%) Oracle ODI
17 310 (6.08%) RDBMS
18 274 (5.38%) Oracle Database 11g
19 262 (5.14%) NoSQL
20 239 (4.69%) Microsoft Analysis Services
Development Applications
1 232 (4.55%) Talend Open Studio
2 172 (3.38%) Team Foundation Server
3 100 (1.96%) Visual Studio
4 99 (1.94%) Subversion
5 98 (1.92%) Toad
6 93 (1.82%) JIRA
7 78 (1.53%) ERwin
8 72 (1.41%) SQL Server Management Studio (SSMS)
9 66 (1.30%) Oracle Forms
10 44 (0.86%) Git (software)
11 40 (0.78%) TeamCity
12 32 (0.63%) PowerDesigner
13 31 (0.61%) Jenkins
14 26 (0.51%) JUnit
15 25 (0.49%) Oracle APEX
15 25 (0.49%) Selenium
16 24 (0.47%) VSS/SourceSafe
16 24 (0.47%) Mercurial
17 20 (0.39%) Moq
18 19 (0.37%) SpecFlow
General
1 1537 (30.16%) Finance
2 454 (8.91%) Banking
3 351 (6.89%) Retail
4 263 (5.16%) Marketing
5 186 (3.65%) Telecoms
6 90 (1.77%) Front Office
7 86 (1.69%) Legal
8 81 (1.59%) Investment Banking
9 78 (1.53%) Games
10 70 (1.37%) Pharmaceutical
11 59 (1.16%) Financial Institution
12 58 (1.14%) Manufacturing
13 57 (1.12%) Advertising
14 46 (0.90%) Law
15 40 (0.78%) Electronics
16 38 (0.75%) Publishing
17 24 (0.47%) Online Betting
18 23 (0.45%) Back Office
19 22 (0.43%) Retail Banking
20 16 (0.31%) Billing
Job Titles
1 2265 (44.45%) Developer
2 772 (15.15%) Business Intelligence Developer
3 764 (14.99%) Analyst
4 634 (12.44%) Architect
5 508 (9.97%) SQL Developer
6 413 (8.10%) Consultant
7 374 (7.34%) Data Architect
8 344 (6.75%) Senior Developer
9 328 (6.44%) DBA
10 274 (5.38%) Business Developer
11 222 (4.36%) SQL DBA
12 216 (4.24%) Business Intelligence Analyst
13 207 (4.06%) Oracle Developer
14 193 (3.79%) ETL Developer
15 191 (3.75%) Business Analyst
16 187 (3.67%) Data Analyst
17 159 (3.12%) Data Warehouse Developer
18 157 (3.08%) SQL Server Developer
19 156 (3.06%) Solutions Architect
20 151 (2.96%) Business Intelligence Consultant
Libraries, Frameworks & Software Standards
1 565 (11.09%) .NET
2 317 (6.22%) MDX
3 299 (5.87%) XML
4 288 (5.65%) Web Services
5 166 (3.26%) HTML
6 137 (2.69%) ASP.NET
7 116 (2.28%) Middleware
8 97 (1.90%) SOAP
9 81 (1.59%) CSS
10 80 (1.57%) REST
11 71 (1.39%) .NET Framework
12 65 (1.28%) Spring
12 65 (1.28%) J2EE
13 57 (1.12%) HTML5
14 55 (1.08%) jQuery
15 46 (0.90%) Entity Framework
16 45 (0.88%) JSON
17 44 (0.86%) JMS
18 42 (0.82%) XSLT
19 40 (0.78%) ASP.NET MVC
Miscellaneous
1 828 (16.25%) Analytical Skills
2 586 (11.50%) Data Integration
3 367 (7.20%) Computer Science
4 276 (5.42%) Visualisation
5 235 (4.61%) Management Information System
6 204 (4.00%) Data Structures
7 167 (3.28%) Replication
8 121 (2.37%) Mathematics
9 103 (2.02%) Data Extraction
9 103 (2.02%) Clustering
10 89 (1.75%) Enterprise Software
11 62 (1.22%) Statistics
12 60 (1.18%) User Experience
13 46 (0.90%) Data Conversion
14 44 (0.86%) Hedge funds
15 42 (0.82%) FMCG
16 40 (0.78%) Mainframe
17 38 (0.75%) Credit Risk
18 36 (0.71%) NHS
19 31 (0.61%) Reference Data
Operating Systems
1 388 (7.61%) UNIX
1 388 (7.61%) Linux
2 264 (5.18%) Windows
3 34 (0.67%) Windows XP
4 23 (0.45%) AIX
4 23 (0.45%) Apple iOS
5 20 (0.39%) Solaris
6 19 (0.37%) Android
7 15 (0.29%) Windows Server 2003
7 15 (0.29%) Windows Server 2012
8 13 (0.26%) Windows Server 2008
9 12 (0.24%) CentOS
9 12 (0.24%) Red Hat Enterprise Linux
10 11 (0.22%) Windows 7
11 6 (0.12%) Windows CE
11 6 (0.12%) Windows Mobile
11 6 (0.12%) Windows 8
12 5 (0.098%) Windows NT
13 3 (0.059%) zOS
13 3 (0.059%) Debian
Processes & Methodologies
1 2958 (58.05%) Business Intelligence
2 1228 (24.10%) Data Modelling
3 1105 (21.68%) Agile Software Development
4 1031 (20.23%) Analytics
5 610 (11.97%) Performance Tuning
6 567 (11.13%) Data Management
7 512 (10.05%) Data Analysis
8 495 (9.71%) Migration
9 408 (8.01%) Data Architecture
10 357 (7.01%) SDLC
11 354 (6.95%) Kimball Methodology
12 342 (6.71%) Data Migration
13 340 (6.67%) Project Management
14 336 (6.59%) ETL Development
15 316 (6.20%) Scrum
16 249 (4.89%) ERP
17 228 (4.47%) CRM
18 225 (4.42%) Stakeholder Management
19 223 (4.38%) Dimensional Modelling
20 215 (4.22%) Business Analysis
Programming Languages
1 3244 (63.66%) SQL
2 1176 (23.08%) T-SQL
3 659 (12.93%) Java
4 514 (10.09%) PL/SQL
5 508 (9.97%) C#
6 287 (5.63%) Python
7 245 (4.81%) JavaScript
8 233 (4.57%) Shell Script
9 162 (3.18%) R
10 124 (2.43%) VBA
11 107 (2.10%) Perl
12 87 (1.71%) C
13 81 (1.59%) C++
14 77 (1.51%) PHP
15 75 (1.47%) VB.NET
16 70 (1.37%) Scala
17 50 (0.98%) Bash Shell
18 44 (0.86%) VB
19 41 (0.80%) PowerShell
20 36 (0.71%) Data Analysis Expressions (DAX)
Qualifications
1 695 (13.64%) Degree
2 83 (1.63%) Security Cleared
3 55 (1.08%) Microsoft Certification
4 52 (1.02%) Oracle Certification
5 49 (0.96%) PMI Certification
6 46 (0.90%) PMP
7 41 (0.80%) SC Cleared
8 40 (0.78%) ISEB
9 39 (0.77%) OCP
10 34 (0.67%) ISTQB
11 19 (0.37%) ITIL Certification
12 17 (0.33%) MCITP
13 16 (0.31%) DV Cleared
13 16 (0.31%) PhD
14 15 (0.29%) ISTQB Foundation Certification
15 11 (0.22%) OCA
16 10 (0.20%) SAP Certification
16 10 (0.20%) HND
17 9 (0.18%) MCSE
17 9 (0.18%) Siebel Certification
Quality Assurance & Compliance
1 290 (5.69%) QA
2 163 (3.20%) Data Quality
3 96 (1.88%) SLA
4 18 (0.35%) Sarbanes-Oxley
5 15 (0.29%) EMIR
5 15 (0.29%) MiFID
6 11 (0.22%) CRD IV
7 7 (0.14%) Dodd-Frank
8 6 (0.12%) ISO/IEC 27001
9 3 (0.059%) ISO 9001
9 3 (0.059%) HL7
9 3 (0.059%) Solvency II
10 2 (0.039%) JSP 440
10 2 (0.039%) DO-178B
10 2 (0.039%) GxP
10 2 (0.039%) Basel II
11 1 (0.020%) BS7666
11 1 (0.020%) COBIT
11 1 (0.020%) COREP
System Software
1 50 (0.98%) Apache Flume
2 25 (0.49%) HDFS
3 20 (0.39%) Active Directory
4 16 (0.31%) VMware Infrastructure
5 13 (0.26%) Oracle RAC
6 11 (0.22%) Hyper-V
7 7 (0.14%) VMware ESX
8 6 (0.12%) GPFS
9 4 (0.078%) vSphere
10 3 (0.059%) zsh
11 2 (0.039%) Docker
11 2 (0.039%) Oracle Clusterware
12 1 (0.020%) Cronacle
Systems Management
1 79 (1.55%) Opscode Chef
2 58 (1.14%) Puppet
3 47 (0.92%) HP Quality Center
4 41 (0.80%) Ansible
5 38 (0.75%) Oracle Enterprise Manager
6 28 (0.55%) Oracle RMAN
7 19 (0.37%) Data Guard
8 15 (0.29%) Control-M
9 12 (0.24%) Oozie
10 8 (0.16%) Tivoli Storage Manager
11 7 (0.14%) SCCM
12 3 (0.059%) Backup Exec
12 3 (0.059%) Dollar Universe
12 3 (0.059%) ITRS Geneos
13 2 (0.039%) Oracle ZFS
13 2 (0.039%) Oracle Flashback
13 2 (0.039%) CloudHub
13 2 (0.039%) Oracle EDQ
13 2 (0.039%) logstash
13 2 (0.039%) Oracle Statspack
Vendors
1 1667 (32.71%) Oracle
2 1185 (23.25%) Microsoft
3 743 (14.58%) Informatica
4 476 (9.34%) SAP
5 466 (9.14%) Tableau
6 375 (7.36%) Cognos
7 315 (6.18%) Teradata
8 235 (4.61%) IBM
9 232 (4.55%) Talend
10 160 (3.14%) Ab Initio
11 158 (3.10%) Netezza
12 132 (2.59%) MicroStrategy
13 108 (2.12%) Hyperion
14 86 (1.69%) Vertica
15 83 (1.63%) Sybase
16 74 (1.45%) Siebel
16 74 (1.45%) Salesforce.com
17 61 (1.20%) Google
18 60 (1.18%) Greenplum
18 60 (1.18%) Cloudera
London
Initi8 Recruitment
Salary: £40000 - £50000 Per Annum
Posted: 3 hours ago
Northampton, Northamptonshire
Emponics Limited
Salary: Benefits
Posted: 8 hours ago
Wiltshire
Abatec Limited
Posted: 8 hours ago
London
Deerfoot IT Resources Ltd
Salary: £65000 - £70000 per annum + high bonus + very good bens
Posted: 11 hours ago
Milton Keynes, Buckinghamshire
Ashdown IT
Salary: £34000 - £36000 per annum + benefits
Posted: 13 hours ago
Surrey
Nicoll Curtin
Salary: £40000.00 - £65000.00 per annum
Posted: 14 hours ago
London
Deerfoot IT Resources Ltd
Salary: £65000 - £70000 per annum + high bonus + very good bens
Posted: 15 hours ago
Leyland, Lancashire
Midlands and Lancashire CSU
Salary: £26,041 - 34,876 per year + Benefits
Posted: 15 hours ago
Brentwood, Essex
Ashdown IT
Salary: £32000 - £40000 per annum + bonus
Posted: 15 hours ago
Leyland, Lancashire
Midlands and Lancashire CSU
Salary: £26,041 - 34,876 per year + Benefits
Posted: 16 hours ago
Leyland, Lancashire
Midlands and Lancashire CSU
Salary: £31,072 - 40,964 per year + Benefits
Posted: 16 hours ago
Leyland, Lancashire
Midlands and Lancashire CSU
Salary: £26,041 - 34,876 per year + Benefits
Posted: 16 hours ago
West Bromwich, West Midlands (County)
Midlands and Lancashire CSU
Salary: £26,041 - 34,876 per year + Benefits
Posted: 16 hours ago
London
Digital Gurus
Salary: £55000 - £65000 Per Annum
Posted: 17 hours ago
Brentwood, Essex
IFDS
Salary: Competitive
Posted: 17 hours ago
City, London
Benedict Cole Limited
Salary: £70000 - £75000 per annum + benefits
Posted: 20 hours ago
City, London
Mortimer Spinks
Salary: £45000 - £55000 per annum + Bonus and benefits.
Posted: 22 hours ago
London
Harrington Starr
Salary: £40000 - £45000 per annum + Benefits + Bonus
Posted: 22 hours ago
City, London
Lorien Resourcing
Salary: £45000 - £50000 per annum
Posted: 22 hours ago
City, London
Oscar Associates (UK) Ltd
Salary: £50000 - £60000 per annum + Benefits
Posted: 23 hours ago