The table below looks at the statistics for ETL skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 25 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 121 124 141
Rank change year-on-year
+3 +17
Permanent jobs citing ETL 2409 2461 2583
As % of all permanent IT jobs located in England 2.61% 2.47% 2.35%
As % of the Processes & Methodologies category 2.97% 2.86% 2.76%
Number of salaries quoted 1969 1992 2136
Median salary £52,500 £55,000 £50,000
Median salary % change year-on-year
-4.54% +10.00%
90% offered a salary of more than £37,500 £35,000 £35,000
10% offered a salary of more than £70,000 £78,000 £70,000
UK excluding London median salary £45,000 £45,000 £45,000
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
81174 86024 93715
As % of all permanent IT jobs located in England 87.93% 86.29% 85.41%
Number of salaries quoted 68372 70684 76799
Median salary £50,000 £50,000 £47,500
Median salary % change year-on-year
- +5.26%
90% offered a salary of more than £32,500 £32,000 £31,500
10% offered a salary of more than £77,500 £72,500 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in England

The demand trend of job ads across the England region citing ETL as a proportion of all IT jobs with a match in 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 25 May 2016.

ETL Salary Histogram in England

ETL
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the England region over the 3 months to 25 May 2016. 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
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +3 1347 £57,500 -4.16% 132
South East -29 375 £50,000 - 36
Yorkshire +16 163 £40,000 -5.88% 9
South West +39 131 £40,000 -5.88% 16
West Midlands +15 123 £44,000 +3.52% 21
East of England +47 90 £47,500 -9.52% 15
North West -26 85 £40,000 - 20
East Midlands -9 74 £42,500 -5.55% 6
North East +6 14 £40,750 -22.38% 3
Midlands - 4 £43,750 - 2
ETL
UK

ETL
Top 30 Related IT Skills in England

For the 6 months to 25 May 2016, IT jobs citing ETL also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for ETL.

1 3390 (65.48%) SQL
2 2853 (55.11%) Business Intelligence
3 2560 (49.45%) SQL Server
4 2483 (47.96%) Data Warehouse
5 2175 (42.01%) SQL Server Integration Services
6 1574 (30.40%) Finance
7 1569 (30.31%) SQL Server Reporting Services
8 1504 (29.05%) Oracle
9 1332 (25.73%) Microsoft
10 1160 (22.41%) Agile Software Development
11 1143 (22.08%) SQL Server Analysis Services
12 1135 (21.92%) T-SQL
13 1052 (20.32%) Data Modelling
14 998 (19.28%) Analytics
15 873 (16.86%) Analytical Skills
16 826 (15.96%) MS Excel
17 785 (15.16%) Big Data
18 772 (14.91%) Degree
19 703 (13.58%) BusinessObjects
20 690 (13.33%) Data Management
21 660 (12.75%) .NET
22 657 (12.69%) SQL Server 2012
23 648 (12.52%) Informatica
24 646 (12.48%) SQL Server 2008
25 636 (12.29%) Java
26 618 (11.94%) C#
27 582 (11.24%) Data Integration
28 581 (11.22%) Hadoop
29 539 (10.41%) Relational Database
30 527 (10.18%) Data Quality

ETL
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 246 (4.75%) SAS
2 215 (4.15%) Apache Spark
3 206 (3.98%) SharePoint
4 127 (2.45%) Apache Pig
5 100 (1.93%) Apache
6 84 (1.62%) WebSphere
7 70 (1.35%) IIS
8 64 (1.24%) BizTalk Server
9 56 (1.08%) CMS
10 52 (1.00%) Elasticsearch
11 51 (0.99%) Tomcat
12 36 (0.70%) JBoss
13 30 (0.58%) WebLogic
14 26 (0.50%) Apache Solr
14 26 (0.50%) Confluence
15 21 (0.41%) Node.js
16 13 (0.25%) nginx
17 11 (0.21%) IPython
17 11 (0.21%) Jupyter
18 10 (0.19%) WebSphere Application Server
Applications
1 826 (15.96%) MS Excel
2 80 (1.55%) MS Office
3 63 (1.22%) SPSS
4 39 (0.75%) MS Visio
5 30 (0.58%) MS PowerPoint
6 19 (0.37%) Spreadsheet
7 8 (0.15%) MS Project
8 6 (0.12%) DOC1
9 3 (0.058%) OmniGraffle
9 3 (0.058%) PrintSoft PReS
10 1 (0.019%) Acrobat
Business Applications
1 51 (0.99%) Oracle EBS R12
2 45 (0.87%) Dynamics CRM
3 43 (0.83%) Oracle EBS
4 34 (0.66%) Dynamics AX
5 32 (0.62%) Markit EDM
6 24 (0.46%) SAP FI
7 22 (0.42%) SAP Oil and Gas
8 20 (0.39%) Cognos Business Intelligence
8 20 (0.39%) Oracle 11i
9 19 (0.37%) FastStats
10 16 (0.31%) Adobe Campaign
11 14 (0.27%) Dynamics NAV
11 14 (0.27%) Infor M3
11 14 (0.27%) Salesforce.com CRM
11 14 (0.27%) Unica
12 13 (0.25%) thinkFolio
13 9 (0.17%) Oracle Applications
14 8 (0.15%) FastStats PeopleStage
14 8 (0.15%) Oracle Retail
15 7 (0.14%) SAP BPC
Cloud Services
1 169 (3.26%) Microsoft Azure
2 146 (2.82%) Amazon AWS
3 62 (1.20%) SaaS
4 45 (0.87%) Amazon EC2
4 45 (0.87%) Cloud Computing
4 45 (0.87%) Force.com
5 43 (0.83%) GitHub
6 27 (0.52%) Google Analytics
7 25 (0.48%) Amazon Kinesis
8 23 (0.44%) Google Cloud Platform
9 16 (0.31%) PaaS
10 8 (0.15%) Adobe Analytics
10 8 (0.15%) Amazon S3
10 8 (0.15%) Google Tag Manager
11 6 (0.12%) Amazon EMR
12 5 (0.097%) Boomi
12 5 (0.097%) Office 365
12 5 (0.097%) Virtual Private Cloud
13 4 (0.077%) AWS Elastic Beanstalk
13 4 (0.077%) IaaS
Communications & Networking
1 25 (0.48%) SSL
2 18 (0.35%) SAN
3 17 (0.33%) FTP
4 14 (0.27%) Internet
5 12 (0.23%) TCP/IP
6 11 (0.21%) S/MIME
7 10 (0.19%) WAN
8 6 (0.12%) HTTP
8 6 (0.12%) Wireless
9 5 (0.097%) NAS
9 5 (0.097%) Wi-Fi
10 4 (0.077%) DNS
10 4 (0.077%) Firewall
10 4 (0.077%) Kerberos
10 4 (0.077%) VPN
11 3 (0.058%) GSM
11 3 (0.058%) Intranet
11 3 (0.058%) Network Security
11 3 (0.058%) UMTS
11 3 (0.058%) VoIP
Database & Business Intelligence
1 2560 (49.45%) SQL Server
2 2483 (47.96%) Data Warehouse
3 2175 (42.01%) SQL Server Integration Services
4 1569 (30.31%) SQL Server Reporting Services
5 1143 (22.08%) SQL Server Analysis Services
6 785 (15.16%) Big Data
7 703 (13.58%) BusinessObjects
8 657 (12.69%) SQL Server 2012
9 646 (12.48%) SQL Server 2008
10 581 (11.22%) Hadoop
11 539 (10.41%) Relational Database
12 412 (7.96%) Oracle Database
13 395 (7.63%) QlikView
14 375 (7.24%) OLAP
15 295 (5.70%) SQL Server 2014
16 289 (5.58%) NoSQL
17 262 (5.06%) MySQL
18 249 (4.81%) RDBMS
19 230 (4.44%) Oracle BI EE
20 228 (4.40%) Oracle Database 11g
Development Applications
1 214 (4.13%) Talend Open Studio
2 198 (3.82%) Team Foundation Server
3 121 (2.34%) Visual Studio
4 93 (1.80%) JIRA
5 87 (1.68%) Subversion
6 86 (1.66%) Toad
7 70 (1.35%) ERwin
8 68 (1.31%) Jenkins
9 60 (1.16%) Git (software)
10 47 (0.91%) SQL Server Management Studio (SSMS)
11 43 (0.83%) Selenium
12 41 (0.79%) Oracle APEX
13 36 (0.70%) Mercurial
14 32 (0.62%) Eclipse
15 31 (0.60%) Maven
16 29 (0.56%) Octopus Deploy
17 27 (0.52%) VSS/SourceSafe
18 21 (0.41%) JUnit
19 16 (0.31%) Hudson
20 15 (0.29%) Visual Studio Tools for Office
General
1 1574 (30.40%) Finance
2 391 (7.55%) Banking
3 348 (6.72%) Retail
4 258 (4.98%) Marketing
5 158 (3.05%) Telecoms
6 115 (2.22%) Legal
7 90 (1.74%) Publishing
8 89 (1.72%) Investment Banking
9 84 (1.62%) Law
10 69 (1.33%) Advertising
11 68 (1.31%) Pharmaceutical
12 61 (1.18%) Manufacturing
13 52 (1.00%) Front Office
14 46 (0.89%) Games
15 37 (0.71%) Financial Institution
16 36 (0.70%) Back Office
17 34 (0.66%) Automotive
18 25 (0.48%) Billing
19 24 (0.46%) Retail Banking
20 20 (0.39%) Electronics
Job Titles
1 2467 (47.65%) Developer
2 1019 (19.68%) SQL Developer
3 827 (15.97%) Business Intelligence Developer
4 683 (13.19%) Analyst
5 596 (11.51%) SSIS Developer
6 570 (11.01%) ETL Developer
7 536 (10.35%) Architect
8 390 (7.53%) Consultant
9 378 (7.30%) SQL BI Developer
10 358 (6.92%) Senior Developer
11 329 (6.36%) SQL Server Developer
12 317 (6.12%) DBA
13 297 (5.74%) Data Warehouse Developer
14 289 (5.58%) SSRS Developer
15 285 (5.51%) Data Architect
16 245 (4.73%) SQL DBA
17 239 (4.62%) Oracle Developer
18 233 (4.50%) Business Developer
19 219 (4.23%) Data Analyst
20 212 (4.10%) SSAS Developer
Libraries, Frameworks & Software Standards
1 660 (12.75%) .NET
2 498 (9.62%) XML
3 398 (7.69%) Web Services
4 297 (5.74%) MDX
5 274 (5.29%) HTML
6 257 (4.96%) ASP.NET
7 185 (3.57%) CSS
8 148 (2.86%) SOAP
9 135 (2.61%) Middleware
10 114 (2.20%) JSON
11 109 (2.11%) REST
12 105 (2.03%) .NET Framework
13 90 (1.74%) ASP.NET MVC
13 90 (1.74%) jQuery
14 74 (1.43%) Oracle GoldenGate
15 73 (1.41%) XSLT
16 67 (1.29%) HTML5
17 63 (1.22%) J2EE
18 61 (1.18%) JMS
18 61 (1.18%) Spring
Miscellaneous
1 873 (16.86%) Analytical Skills
2 582 (11.24%) Data Integration
3 370 (7.15%) Computer Science
3 370 (7.15%) Visualisation
4 266 (5.14%) Management Information System
5 140 (2.70%) Replication
6 129 (2.49%) Mathematics
7 125 (2.41%) Enterprise Software
8 117 (2.26%) Data Structures
9 101 (1.95%) Clustering
10 83 (1.60%) Statistics
11 82 (1.58%) Data Extraction
12 78 (1.51%) Fintech
13 51 (0.99%) User Experience
14 45 (0.87%) Data Centre
15 34 (0.66%) Credit Risk
16 30 (0.58%) Algorithms
17 29 (0.56%) Data Conversion
17 29 (0.56%) Mobile App
18 25 (0.48%) Foreign Exchange (FX)
Operating Systems
1 350 (6.76%) Linux
2 277 (5.35%) Unix
3 252 (4.87%) Windows
4 68 (1.31%) Windows Server
5 30 (0.58%) Windows Server 2003
6 22 (0.42%) Apple iOS
7 21 (0.41%) Android
8 20 (0.39%) AIX
9 13 (0.25%) Red Hat Enterprise Linux
10 8 (0.15%) Solaris
10 8 (0.15%) Windows Server 2012
11 5 (0.097%) Windows Server 2008
12 4 (0.077%) Windows 7
13 3 (0.058%) CentOS
13 3 (0.058%) Ubuntu
14 2 (0.039%) HPUX
14 2 (0.039%) SUSE
14 2 (0.039%) zOS
15 1 (0.019%) Fedora
15 1 (0.019%) Windows 2000
Processes & Methodologies
1 2853 (55.11%) Business Intelligence
2 1160 (22.41%) Agile Software Development
3 1052 (20.32%) Data Modelling
4 998 (19.28%) Analytics
5 690 (13.33%) Data Management
6 500 (9.66%) Performance Tuning
7 491 (9.48%) Migration
8 455 (8.79%) Kimball Methodology
9 415 (8.02%) Data Analysis
10 385 (7.44%) ETL Development
11 358 (6.92%) SDLC
12 334 (6.45%) Data Architecture
13 317 (6.12%) SOA
14 313 (6.05%) Data Analytics
15 300 (5.79%) Data Migration
16 297 (5.74%) Project Management
17 288 (5.56%) Dimensional Modelling
18 285 (5.51%) Scrum
19 263 (5.08%) Data Governance
20 257 (4.96%) CRM
Programming Languages
1 3390 (65.48%) SQL
2 1135 (21.92%) T-SQL
3 636 (12.29%) Java
4 618 (11.94%) C#
5 472 (9.12%) PL/SQL
6 380 (7.34%) Python
7 315 (6.08%) JavaScript
8 185 (3.57%) Shell Script
9 184 (3.55%) R
10 121 (2.34%) VB.NET
11 107 (2.07%) VBA
12 79 (1.53%) PowerShell
13 78 (1.51%) Scala
14 71 (1.37%) C++
15 70 (1.35%) VB
16 55 (1.06%) C
17 51 (0.99%) Apex Code
18 50 (0.97%) PHP
19 43 (0.83%) Perl
20 40 (0.77%) Data Analysis Expressions (DAX)
Qualifications
1 772 (14.91%) Degree
2 123 (2.38%) Security Cleared
3 94 (1.82%) Microsoft Certification
4 63 (1.22%) ISEB
5 43 (0.83%) SC Cleared
6 34 (0.66%) MCITP
6 34 (0.66%) PhD
7 32 (0.62%) DV Cleared
8 29 (0.56%) Oracle Certification
9 22 (0.42%) PMI Certification
10 18 (0.35%) PMP
11 16 (0.31%) PRINCE2 Certification
12 14 (0.27%) MCSD
13 13 (0.25%) ISTQB
13 13 (0.25%) MCSE
14 12 (0.23%) PRINCE2 Practitioner
15 7 (0.14%) HND
15 7 (0.14%) MCTS
16 6 (0.12%) CIMA
16 6 (0.12%) MCAD
Quality Assurance & Compliance
1 527 (10.18%) Data Quality
2 199 (3.84%) QA
3 51 (0.99%) SLA
4 18 (0.35%) PCI DSS
5 12 (0.23%) Solvency II
6 7 (0.14%) ISO/IEC 27001
7 6 (0.12%) ISO 9001
7 6 (0.12%) MiFID
8 5 (0.097%) Basel II
8 5 (0.097%) CRD IV
8 5 (0.097%) EMIR
8 5 (0.097%) ISO 14001
9 4 (0.077%) COREP
9 4 (0.077%) FINREP
9 4 (0.077%) Sarbanes-Oxley
10 2 (0.039%) COBIT
10 2 (0.039%) FATCA
11 1 (0.019%) Dodd-Frank
11 1 (0.019%) HL7
11 1 (0.019%) IAS 39
System Software
1 101 (1.95%) HDFS
2 85 (1.64%) Apache Flume
3 29 (0.56%) Active Directory
4 25 (0.48%) VMware Infrastructure
5 20 (0.39%) Oracle RAC
6 15 (0.29%) Docker
7 7 (0.14%) Apache ZooKeeper
8 5 (0.097%) Ceph
8 5 (0.097%) Tivoli Workload Scheduler
9 4 (0.077%) Hyper-V
9 4 (0.077%) vSphere
10 3 (0.058%) Cronacle
10 3 (0.058%) VirtualBox
10 3 (0.058%) Xen
11 1 (0.019%) Firmware
11 1 (0.019%) KVM
11 1 (0.019%) Microsoft Virtual Server
11 1 (0.019%) Samba
11 1 (0.019%) XenServer
Systems Management
1 58 (1.12%) Hadoop YARN
2 56 (1.08%) Oozie
3 50 (0.97%) Puppet
4 28 (0.54%) Control-M
4 28 (0.54%) Opscode Chef
5 22 (0.42%) Ansible
6 17 (0.33%) Data Guard
7 12 (0.23%) Jitterbit
8 10 (0.19%) Oracle RMAN
9 9 (0.17%) HP Quality Center
10 7 (0.14%) Mesos
11 6 (0.12%) OpenView
11 6 (0.12%) Tivoli
11 6 (0.12%) ZABBIX
12 5 (0.097%) Ambari
12 5 (0.097%) MOM
12 5 (0.097%) Perfmon
13 4 (0.077%) Dollar Universe
13 4 (0.077%) Oracle Enterprise Manager
13 4 (0.077%) Oracle ZFS
Vendors
1 1504 (29.05%) Oracle
2 1332 (25.73%) Microsoft
3 648 (12.52%) Informatica
4 515 (9.95%) SAP
5 448 (8.65%) Tableau
6 238 (4.60%) Cognos
7 214 (4.13%) Talend
8 190 (3.67%) IBM
9 175 (3.38%) Teradata
10 130 (2.51%) Ab Initio
10 130 (2.51%) Cloudera
11 125 (2.41%) Netezza
12 120 (2.32%) Hortonworks
12 120 (2.32%) Salesforce.com
13 79 (1.53%) Hyperion
14 75 (1.45%) MicroStrategy
15 72 (1.39%) MapR
16 65 (1.26%) Greenplum
17 59 (1.14%) Sybase
18 48 (0.93%) Google
Birmingham, West Midlands (County)
Crimson Ltd
Salary: £40000 - £45000 per annum + bonus and pension scheme
Posted: 52 minutes ago
London
Qualserv
Salary: Up to £35,000 per annum
Posted: 1 hour ago
Birmingham, West Midlands (County)
Rullion IT Plus
Salary: £35000 - £45000 per annum + on call + bonus + pension + others
Posted: 1 hour ago
Cirencester, Gloucestershire
Sanderson
Salary: £35 - £45 per annum + Excellent Benefits
Posted: 1 hour ago
London
onezeero.
Salary: £25000 - £30000 per annum + Bonus + Benefits
Posted: 2 hours ago
Bristol, Avon
Merkle DBG
Salary: £Competitive + benefits
Posted: 2 hours ago
Reading, Berkshire
Oracle Corporation UK Ltd
Salary: Competitive
Posted: 3 hours ago
Somerset
Sopra Steria Recruitment
Salary: From £36,000 to £42,000 per annum
Posted: 3 hours ago
South East London
Merkle DBG
Salary: £Competitive + benefits
Posted: 3 hours ago
City, London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + 15% bonus and benefits
Posted: 4 hours ago
Oxfordshire
Haybrook IT Resourcing Ltd
Salary: £70,000 per annum + benefits
Posted: 6 hours ago
London
Joseph Harry Ltd
Salary: £40000 - £55000 per annum + Bonus + 10% Pension
Posted: 6 hours ago
Telford, Shropshire
Lorien Resourcing
Salary: Guaranteed Bonus
Posted: 7 hours ago
Hampshire
Sentinel IT LLP
Salary: benefits
Posted: 18 hours ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000 + generous bonus and car allowance plus much more!
Posted: 21 hours ago
City, London
ANSON MCCADE
Salary: £40,000- £60,000+attractive benefits, 30 days holiday, career progress
Posted: 21 hours ago
Cambridge, Cambridgeshire
ANSON MCCADE
Salary: £40,000- £60,000+attractive benefits, 30 days holiday, career progress
Posted: 21 hours ago
London
Harrington Starr
Salary: £40000 - £60000 per annum + Benefits + Bonus
Posted: 22 hours ago
London
Harrington Starr
Salary: £45000 - £60000 per annum + Benefits + Bonus
Posted: 22 hours ago
City, London
Empiric.com
Salary: From £80,000 to £120,000 per annum + bonus + benefits
Posted: 22 hours ago
Central London / West End
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 23 hours ago
City, London
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 23 hours ago
Central London / West End
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 23 hours ago
Greater Manchester
Search Consultancy
Salary: £0.00 - £40000.00 per annum + Excellent Benefits
Posted: 23 hours ago
City, London
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 23 hours ago
South West London
Maclean Moore Consulting
Salary: From £60,000 to £80,000 per annum Bonus, Pension, Healthcare, Life Ins
Posted: 23 hours ago
London
Maclean Moore Consulting
Salary: From £60,000 to £80,000 per annum Bonus, Pension, Healthcare, Life Ins
Posted: 23 hours ago
City, London
Lawrence Harvey Enterprise
Salary: £70000.00 - £85000.00 per annum + 5% Bonus+ Benefits + Home based
Posted: Yesterday
City, London
Send
Salary: £50,000 per annum
Posted: Yesterday
Kent
ClearCube Consulting
Salary: From £30,000 to £42,000 per annum
Posted: Yesterday
East London
Verticality Ltd
Salary: £50000 - £60000 per annum, Benefits Benefits
Posted: Yesterday
London
The Bridge Ltd
Salary: Up to £55,000 per annum + Benefits
Posted: Yesterday
City, London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + 15% bonus and benefits
Posted: Yesterday
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: Yesterday
London
Venturi
Salary: £28000.00 - £35000.00 per annum + 10% bonus and benefits
Posted: Yesterday
London
ninesharp
Salary: £55000 - £65000 per annum + Bonus, Pension, Healthcare
Posted: Yesterday
Burton-On-Trent, Staffordshire
Erin Associates
Salary: £40000 - £45000 per annum + Benefits
Posted: Yesterday
London
Red10
Salary: £50000 - £60000 per annum
Posted: Yesterday
London
Capgemini Financial Services UK Ltd
Posted: Yesterday
Lancashire
Estio Technology Recruitment
Posted: Yesterday