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

Location
3 months to
2 Jul 2015
Same period 2014 Same period 2013
Extract, Transform and Load (ETL)
Rank 118 121 131
Rank change year-on-year
+3 +10
Permanent jobs citing ETL 2512 2709 2235
As % of all permanent IT jobs located in England 2.47% 2.42% 2.18%
As % of the Processes & Methodologies category 2.92% 2.92% 2.70%
Number of salaries quoted 2065 2292 1885
Average salary £55,000 £51,000 £50,000
Average salary % change year-on-year
+7.84% +2.00%
90% offered a salary of more than £35,000 £36,800 £35,000
10% offered a salary of more than £80,000 £72,500 £72,500
UK excluding London average salary £45,000 £44,000 £44,500
% change year-on-year
+2.27% -1.12%
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
85971 92682 82919
As % of all permanent IT jobs located in England 84.44% 82.72% 80.95%
Number of salaries quoted 71068 75748 69069
Average salary £50,000 £50,000 £47,000
Average salary % change year-on-year
- +6.38%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £75,000 £72,500 £74,100
UK excluding London average salary £44,500 £42,500 £40,000
% change year-on-year
+4.70% +6.25%

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 2 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 2 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 -5 1405 £60,000 +9.09% 174
South East +34 497 £50,000 - 61
Yorkshire -6 140 £45,000 +7.85% 43
North West +35 133 £40,000 +3.89% 26
South West -6 95 £43,596 -12.80% 27
West Midlands -50 91 £37,500 -11.76% 14
East of England +16 85 £45,000 +5.88% 15
East Midlands +7 63 £43,000 -4.44% 8
North East -12 6 £44,250 +10.62% 8
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 2 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 3207 (63.37%) SQL
2 2961 (58.51%) Business Intelligence
3 2665 (52.66%) Data Warehouse
4 2282 (45.09%) SQL Server
5 2004 (39.60%) SQL Server Integration Services
6 1643 (32.46%) Oracle
7 1567 (30.96%) Finance
8 1369 (27.05%) SQL Server Reporting Services
9 1247 (24.64%) Data Modelling
10 1175 (23.22%) Microsoft
11 1174 (23.20%) SQL Server Analysis Services
12 1161 (22.94%) T-SQL
13 1084 (21.42%) Agile Software Development
14 1011 (19.98%) Analytics
15 828 (16.36%) Big Data
16 824 (16.28%) Analytical Skills
17 725 (14.33%) Informatica
18 692 (13.67%) MS Excel
18 692 (13.67%) Degree
19 661 (13.06%) Java
20 586 (11.58%) Performance Tuning
21 579 (11.44%) SQL Server 2008
22 574 (11.34%) OLAP
23 570 (11.26%) Relational Database
24 568 (11.22%) .NET
25 540 (10.67%) Data Management
26 537 (10.61%) Business Objects
27 523 (10.33%) Data Integration
28 515 (10.18%) Hadoop
29 503 (9.94%) C#

ETL
Top Related IT Skills in England by Category

For the 6 months to 2 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
1 303 (5.99%) SAS
2 199 (3.93%) SharePoint
3 104 (2.05%) Apache Pig
4 82 (1.62%) Apache Spark
5 65 (1.28%) Elasticsearch
6 58 (1.15%) Oracle Workflow
7 56 (1.11%) Apache
8 50 (0.99%) WebLogic
9 45 (0.89%) IIS
9 45 (0.89%) Apache Solr
10 36 (0.71%) JBoss
11 35 (0.69%) BizTalk Server
12 33 (0.65%) WebSphere
13 30 (0.59%) SharePoint 2010
14 21 (0.41%) CMS
14 21 (0.41%) Tomcat
15 18 (0.36%) MQSeries
16 17 (0.34%) Oracle Service Bus
17 13 (0.26%) CICS
18 12 (0.24%) NetWeaver
Applications
1 692 (13.67%) MS Excel
2 127 (2.51%) MS Office
2 127 (2.51%) SPSS
3 107 (2.11%) PowerPivot
4 76 (1.50%) MS Visio
5 31 (0.61%) MS PowerPoint
6 19 (0.38%) Spreadsheet
7 13 (0.26%) FastStats
8 6 (0.12%) MS Project
9 3 (0.059%) ProjectWise
10 1 (0.020%) Gephi
Business Applications
1 81 (1.60%) Oracle EBS
2 72 (1.42%) Cognos Business Intelligence
3 56 (1.11%) Dynamics CRM
3 56 (1.11%) Oracle ERP
4 54 (1.07%) HFM
5 38 (0.75%) Cognos TM1
6 33 (0.65%) Dynamics AX
7 32 (0.63%) Oracle Applications
7 32 (0.63%) Markit EDM
8 21 (0.41%) Oracle EBS R12
9 16 (0.32%) SAP Oil and Gas
10 15 (0.30%) Hyperion Planning
11 14 (0.28%) BusinessWare
12 11 (0.22%) Hyperion Enterprise
13 10 (0.20%) Dynamics NAV
14 9 (0.18%) thinkFolio
15 8 (0.16%) LatentZero
15 8 (0.16%) Oracle Payables
16 7 (0.14%) Oracle General Ledger
16 7 (0.14%) SAP BPC
Cloud Services
1 166 (3.28%) Amazon AWS
2 102 (2.02%) SaaS
3 64 (1.26%) Microsoft Azure
4 55 (1.09%) Cloud Computing
5 54 (1.07%) Amazon EC2
6 43 (0.85%) Amazon EMR
7 27 (0.53%) Google Analytics
8 22 (0.43%) Amazon S3
9 13 (0.26%) Force.com
9 13 (0.26%) GitHub
10 12 (0.24%) IaaS
10 12 (0.24%) PaaS
11 7 (0.14%) Google Cloud Platform
12 4 (0.079%) AWS Elastic Beanstalk
13 3 (0.059%) Office 365
14 2 (0.040%) Amazon ELB
14 2 (0.040%) Adobe Analytics
15 1 (0.020%) Google Apps
15 1 (0.020%) Route 53
15 1 (0.020%) Boomi
Communications & Networking
1 26 (0.51%) Internet
2 22 (0.43%) SAN
3 19 (0.38%) HTTP
4 18 (0.36%) FTP
5 16 (0.32%) DNS
6 12 (0.24%) LDAP
6 12 (0.24%) Firewall
7 8 (0.16%) NAS
8 6 (0.12%) Cisco IOS
8 6 (0.12%) GPRS
8 6 (0.12%) DHCP
8 6 (0.12%) UMTS
8 6 (0.12%) TCP/IP
9 5 (0.099%) HTTPS
9 5 (0.099%) WAN
9 5 (0.099%) LAN
9 5 (0.099%) Wireshark
10 4 (0.079%) Network Security
10 4 (0.079%) CTI
11 3 (0.059%) Intranet
Database & Business Intelligence
1 2665 (52.66%) Data Warehouse
2 2282 (45.09%) SQL Server
3 2004 (39.60%) SQL Server Integration Services
4 1369 (27.05%) SQL Server Reporting Services
5 1174 (23.20%) SQL Server Analysis Services
6 828 (16.36%) Big Data
7 579 (11.44%) SQL Server 2008
8 574 (11.34%) OLAP
9 570 (11.26%) Relational Database
10 515 (10.18%) Hadoop
11 470 (9.29%) Oracle Database
12 382 (7.55%) QlikView
13 376 (7.43%) SQL Server 2012
14 365 (7.21%) Oracle BI EE
15 309 (6.11%) RDBMS
16 308 (6.09%) Oracle ODI
17 258 (5.10%) Oracle Database 11g
18 247 (4.88%) SQL Server 2005
19 245 (4.84%) Data Mining
20 242 (4.78%) NoSQL
Development Applications
1 222 (4.39%) Talend Open Studio
2 138 (2.73%) Team Foundation Server
3 102 (2.02%) Visual Studio
4 95 (1.88%) Toad
5 84 (1.66%) JIRA
6 83 (1.64%) ERwin
7 80 (1.58%) Subversion
8 71 (1.40%) SQL Server Management Studio (SSMS)
9 53 (1.05%) Oracle Forms
10 36 (0.71%) Git (software)
10 36 (0.71%) TeamCity
11 32 (0.63%) PowerDesigner
12 26 (0.51%) Oracle APEX
13 23 (0.45%) Jenkins
14 22 (0.43%) JUnit
15 21 (0.41%) Moq
16 18 (0.36%) SpecFlow
17 14 (0.28%) MSTest
17 14 (0.28%) Visual Studio Team System
18 13 (0.26%) Cucumber
General
1 1567 (30.96%) Finance
2 438 (8.65%) Banking
3 336 (6.64%) Retail
4 253 (5.00%) Marketing
5 168 (3.32%) Telecoms
6 107 (2.11%) Legal
7 91 (1.80%) Front Office
8 81 (1.60%) Games
9 76 (1.50%) Investment Banking
10 67 (1.32%) Pharmaceutical
11 62 (1.23%) Financial Institution
12 53 (1.05%) Advertising
13 47 (0.93%) Manufacturing
14 40 (0.79%) Law
15 38 (0.75%) Electronics
16 33 (0.65%) Publishing
17 27 (0.53%) Online Betting
18 20 (0.40%) Back Office
19 18 (0.36%) Retail Banking
20 14 (0.28%) Billing
Job Titles
1 2254 (44.54%) Developer
2 773 (15.27%) Business Intelligence Developer
3 742 (14.66%) Analyst
4 650 (12.84%) Architect
5 454 (8.97%) SQL Developer
6 426 (8.42%) Consultant
7 361 (7.13%) Data Architect
8 334 (6.60%) DBA
9 332 (6.56%) Senior Developer
10 292 (5.77%) Business Developer
11 226 (4.47%) SQL DBA
12 208 (4.11%) Business Intelligence Analyst
13 199 (3.93%) Oracle Developer
14 197 (3.89%) Data Analyst
15 196 (3.87%) ETL Developer
16 189 (3.73%) Business Analyst
17 178 (3.52%) Data Warehouse Developer
18 163 (3.22%) Business Intelligence Consultant
19 161 (3.18%) Solutions Architect
20 138 (2.73%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 568 (11.22%) .NET
2 318 (6.28%) MDX
3 294 (5.81%) Web Services
4 280 (5.53%) XML
5 178 (3.52%) HTML
6 146 (2.88%) ASP.NET
7 104 (2.05%) Middleware
8 96 (1.90%) SOAP
9 80 (1.58%) .NET Framework
10 74 (1.46%) CSS
11 73 (1.44%) REST
12 65 (1.28%) J2EE
13 59 (1.17%) Spring
13 59 (1.17%) HTML5
14 50 (0.99%) jQuery
15 46 (0.91%) JMS
16 45 (0.89%) Entity Framework
17 43 (0.85%) RESTful
18 36 (0.71%) Hibernate
19 35 (0.69%) WCF
Miscellaneous
1 824 (16.28%) Analytical Skills
2 523 (10.33%) Data Integration
3 341 (6.74%) Computer Science
4 285 (5.63%) Visualisation
5 210 (4.15%) Management Information System
6 192 (3.79%) Data Structures
7 173 (3.42%) Replication
8 120 (2.37%) Clustering
9 111 (2.19%) Mathematics
10 98 (1.94%) Data Extraction
11 88 (1.74%) Enterprise Software
12 68 (1.34%) Statistics
13 54 (1.07%) User Experience
14 50 (0.99%) Hedge funds
15 48 (0.95%) Mainframe
16 44 (0.87%) Data Conversion
17 40 (0.79%) NHS
18 33 (0.65%) FMCG
18 33 (0.65%) Credit Risk
19 31 (0.61%) Social Media
Operating Systems
1 381 (7.53%) UNIX
2 360 (7.11%) Linux
3 272 (5.37%) Windows
4 37 (0.73%) Windows XP
5 23 (0.45%) Apple iOS
6 22 (0.43%) AIX
7 20 (0.40%) Windows Server 2008
7 20 (0.40%) Windows Server 2012
8 19 (0.38%) Android
8 19 (0.38%) Windows Server 2003
8 19 (0.38%) Solaris
9 10 (0.20%) Windows 7
10 8 (0.16%) CentOS
10 8 (0.16%) Red Hat Enterprise Linux
11 6 (0.12%) Windows CE
11 6 (0.12%) Windows Mobile
12 5 (0.099%) Windows NT
13 4 (0.079%) Windows 8
14 3 (0.059%) zOS
15 2 (0.040%) Debian
Processes & Methodologies
1 2961 (58.51%) Business Intelligence
2 1247 (24.64%) Data Modelling
3 1084 (21.42%) Agile Software Development
4 1011 (19.98%) Analytics
5 586 (11.58%) Performance Tuning
6 540 (10.67%) Data Management
7 485 (9.58%) Migration
8 481 (9.50%) Data Analysis
9 414 (8.18%) Data Architecture
10 366 (7.23%) Kimball Methodology
11 353 (6.97%) Project Management
12 340 (6.72%) SDLC
13 334 (6.60%) Data Migration
14 325 (6.42%) ETL Development
15 322 (6.36%) Scrum
16 254 (5.02%) ERP
17 247 (4.88%) CRM
18 243 (4.80%) Stakeholder Management
19 233 (4.60%) Business Analysis
20 227 (4.49%) Dimensional Modelling
Programming Languages
1 3207 (63.37%) SQL
2 1161 (22.94%) T-SQL
3 661 (13.06%) Java
4 503 (9.94%) C#
5 502 (9.92%) PL/SQL
6 272 (5.37%) Python
7 251 (4.96%) JavaScript
8 224 (4.43%) Shell Script
9 160 (3.16%) R
10 138 (2.73%) VBA
11 105 (2.07%) Perl
12 94 (1.86%) C
13 87 (1.72%) C++
14 82 (1.62%) VB.NET
15 77 (1.52%) PHP
16 62 (1.23%) Scala
17 49 (0.97%) PowerShell
18 45 (0.89%) VB
19 40 (0.79%) Bash Shell
20 31 (0.61%) Data Analysis Expressions (DAX)
Qualifications
1 692 (13.67%) Degree
2 83 (1.64%) Security Cleared
3 57 (1.13%) Microsoft Certification
4 50 (0.99%) ISEB
5 49 (0.97%) Oracle Certification
6 48 (0.95%) PMI Certification
7 44 (0.87%) PMP
8 41 (0.81%) SC Cleared
9 40 (0.79%) ISTQB
10 37 (0.73%) OCP
11 22 (0.43%) ITIL Certification
12 21 (0.41%) ISTQB Foundation Certification
13 20 (0.40%) DV Cleared
14 16 (0.32%) MCITP
15 14 (0.28%) PhD
16 13 (0.26%) SAP Certification
17 11 (0.22%) MCSE
18 10 (0.20%) HND
19 9 (0.18%) Siebel Certification
19 9 (0.18%) MCTS
Quality Assurance & Compliance
1 296 (5.85%) QA
2 153 (3.02%) Data Quality
3 98 (1.94%) SLA
4 19 (0.38%) Sarbanes-Oxley
5 15 (0.30%) EMIR
5 15 (0.30%) MiFID
6 11 (0.22%) CRD IV
7 7 (0.14%) Dodd-Frank
8 6 (0.12%) ISO/IEC 27001
9 5 (0.099%) JSP 440
10 4 (0.079%) ISO 9001
10 4 (0.079%) HL7
11 3 (0.059%) PCI DSS
12 2 (0.040%) DO-178B
12 2 (0.040%) Solvency II
12 2 (0.040%) GxP
12 2 (0.040%) Basel II
13 1 (0.020%) BS7666
13 1 (0.020%) COBIT
13 1 (0.020%) COREP
System Software
1 46 (0.91%) Apache Flume
2 22 (0.43%) Active Directory
2 22 (0.43%) HDFS
3 15 (0.30%) VMware Infrastructure
4 12 (0.24%) Hyper-V
5 10 (0.20%) Oracle RAC
6 7 (0.14%) VMware ESX
7 4 (0.079%) vSphere
7 4 (0.079%) GPFS
8 2 (0.040%) Docker
9 1 (0.020%) Snort
9 1 (0.020%) Cronacle
Systems Management
1 65 (1.28%) Opscode Chef
2 48 (0.95%) Puppet
3 47 (0.93%) HP Quality Center
4 35 (0.69%) Ansible
5 31 (0.61%) Oracle Enterprise Manager
6 22 (0.43%) Oracle RMAN
7 14 (0.28%) Control-M
7 14 (0.28%) Data Guard
8 12 (0.24%) Oozie
9 8 (0.16%) Tivoli Storage Manager
10 5 (0.099%) SCCM
11 3 (0.059%) Dollar Universe
11 3 (0.059%) Backup Exec
11 3 (0.059%) ITRS Geneos
12 2 (0.040%) CloudHub
12 2 (0.040%) logstash
13 1 (0.020%) Salt
13 1 (0.020%) Kibana
13 1 (0.020%) Graphite
13 1 (0.020%) Rundeck
Vendors
1 1643 (32.46%) Oracle
2 1175 (23.22%) Microsoft
3 725 (14.33%) Informatica
4 537 (10.61%) Business Objects
5 496 (9.80%) SAP
6 469 (9.27%) Tableau
7 369 (7.29%) Cognos
8 319 (6.30%) Teradata
9 244 (4.82%) IBM
10 222 (4.39%) Talend
11 179 (3.54%) Ab Initio
12 147 (2.90%) Netezza
13 133 (2.63%) MicroStrategy
14 110 (2.17%) Hyperion
15 76 (1.50%) Siebel
16 73 (1.44%) Vertica
17 72 (1.42%) Sybase
17 72 (1.42%) Salesforce.com
18 58 (1.15%) Cloudera
19 55 (1.09%) Google
West Yorkshire
Robert Walters
Salary: £35000 - £50000 per annum + Benefits
Posted: 34 minutes ago
Hertfordshire
Eximius Group Limited
Posted: 9 hours ago
Leeds, Yorkshire
TEKsystems
Posted: 9 hours ago
Leeds, West Yorkshire
Inter-vention UK
Salary: Fantastic salary and benefits
Posted: 14 hours ago
City, London
Churchill Frank
Posted: 15 hours ago
London
Lawrence Harvey Enterprise
Salary: £60000.00 - £70000.00 per annum + 10% Bonus and Benefits
Posted: 15 hours ago
Berkshire
Spectrum IT Recruitment (South) Ltd
Salary: £50000 - £65000 per annum + Benefits + Bonus
Posted: 16 hours ago
London
McGregor Boyall
Salary: £55000 - £60000 per annum
Posted: 16 hours ago
City, London
TEKsystems
Salary: £35000 - £48000 per annum + Annual Bonus and Benefits
Posted: 16 hours ago
South West London
Oxbridge Answers
Salary: 35k-40k
Posted: 16 hours ago
Leeds, West Yorkshire
Spring Technology
Salary: £40000.00 - £45000.00 per annum
Posted: 17 hours ago
City, London
LEXSTRA
Salary: £55000 - £60000 per annum + Excellent Benefits
Posted: 17 hours ago
Leeds, West Yorkshire
CoreCom Consulting
Salary: £35000 - £45000 per annum + Benefits
Posted: 17 hours ago
City, London
World Pay
Salary: Competitive
Posted: 18 hours ago
London
Informatiq Consulting
Salary: £60000 - £100000 per annum + Excellent benefits
Posted: 18 hours ago
Leeds, West Yorkshire
Experis Ltd
Salary: £36000.00 per annum + Market Leading Benefits
Posted: 20 hours ago
London
KDR
Salary: £25000 - £35000 per annum + dependent on previous experience
Posted: 21 hours ago
Newcastle Upon Tyne, Tyne and Wear
ANSON MCCADE
Salary: £60,000 to £90,000 per annum plus outstanding package
Posted: 21 hours ago
Birmingham, West Midlands (County)
ANSON MCCADE
Salary: £60,000 to £90,000 per annum plus outstanding package
Posted: 21 hours ago
Manchester, Lancashire
ANSON MCCADE
Salary: £60,000 to £90,000 per annum plus outstanding package
Posted: 21 hours ago