The table below looks at the statistics for ETL skills in IT jobs advertised for the London region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 23 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
23 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 96 97 85
Rank change year-on-year
+1 -12
Permanent jobs citing ETL 1191 1366 1646
As % of all permanent IT jobs located in London 3.02% 3.06% 3.42%
As % of the Processes & Methodologies category 3.37% 3.49% 3.92%
Number of salaries quoted 983 1167 1393
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £41,100 £42,500 £40,000
10% offered a salary of more than £82,500 £85,000 £80,000
UK excluding London median salary £45,000 £46,000 £44,000
% change year-on-year
-2.17% +4.54%
ETL
England

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

Processes & Methodologies Category
London
Permanent IT job ads with a match in the
Processes & Methodologies category
35304 39162 42043
As % of all permanent IT jobs located in London 89.49% 87.86% 87.42%
Number of salaries quoted 30562 32869 34926
Median salary £60,000 £57,500 £55,000
Median salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £37,500 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in London

The demand trend of job ads across the London region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in London

ETL
Salary Trend in London

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

ETL Salary Trend in London

ETL
Salary Histogram in London

This chart provides a salary histogram for IT jobs citing ETL across the London region over the 3 months to 23 July 2016.

ETL Salary Histogram in London

ETL
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing ETL within the London region over the 3 months to 23 July 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
City of London -11 187 £60,000 +4.34% 25
Wimbledon -8 11 £80,000 +16.78%
Uxbridge -12 6 £44,000 -23.47%
Chiswick - 6 £52,500 -
Canary Wharf -9 5 £65,000 -
Harrow +10 4 £37,500 -48.27%
Sidcup +4 4 £42,750 +55.45%
Clapham - 4 £52,500 -
Ilford - 4 £37,000 -
Feltham - 4 £47,500 -
Croydon - 3 £60,000 - 1
Bromley - 2 £47,500 -
Hayes - 2 £42,500 -
Teddington - 2 - -
Brentford -4 1 £61,000 +74.28%
Twickenham - 1 - -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 23 July 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 London region with a requirement for ETL.

1 1736 (65.29%) SQL
2 1481 (55.70%) Business Intelligence
3 1394 (52.43%) Data Warehouse
4 1303 (49.00%) SQL Server
5 1149 (43.21%) SQL Server Integration Services
6 894 (33.62%) Finance
7 802 (30.16%) SQL Server Reporting Services
8 701 (26.36%) Microsoft
9 665 (25.01%) Analytics
10 621 (23.35%) T-SQL
11 620 (23.32%) Oracle
12 599 (22.53%) Agile Software Development
13 564 (21.21%) Data Modelling
14 544 (20.46%) Analytical Skills
15 527 (19.82%) SQL Server Analysis Services
16 473 (17.79%) Big Data
17 444 (16.70%) MS Excel
18 402 (15.12%) Java
19 398 (14.97%) Degree
20 390 (14.67%) Informatica
21 372 (13.99%) Relational Database
22 364 (13.69%) Hadoop
23 351 (13.20%) BusinessObjects
24 344 (12.94%) Data Management
25 339 (12.75%) SQL Server 2012
26 331 (12.45%) Tableau
27 329 (12.37%) SQL Server 2008
28 321 (12.07%) .NET
29 319 (12.00%) Data Quality
30 312 (11.73%) C#

ETL
Top Related IT Skills in London 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
1 152 (5.72%) SAS
2 142 (5.34%) Apache Spark
3 88 (3.31%) SharePoint
4 58 (2.18%) Apache Pig
5 51 (1.92%) Elasticsearch
6 46 (1.73%) Apache
7 27 (1.02%) Apache Solr
7 27 (1.02%) IIS
8 26 (0.98%) WebSphere
9 24 (0.90%) Tomcat
10 21 (0.79%) JBoss
11 17 (0.64%) Confluence
12 15 (0.56%) BizTalk Server
13 13 (0.49%) IPython
13 13 (0.49%) Jupyter
13 13 (0.49%) WebLogic
14 10 (0.38%) Jetty
14 10 (0.38%) nginx
15 9 (0.34%) CMS
16 7 (0.26%) Oracle Workflow
Applications
1 444 (16.70%) MS Excel
2 50 (1.88%) SPSS
3 36 (1.35%) MS Office
4 20 (0.75%) MS Visio
4 20 (0.75%) Spreadsheet
5 12 (0.45%) MS PowerPoint
6 2 (0.075%) Gephi
7 1 (0.038%) Acrobat
7 1 (0.038%) MS Project
Business Applications
1 30 (1.13%) Dynamics CRM
2 23 (0.86%) Dynamics AX
3 22 (0.83%) Adobe Campaign
4 21 (0.79%) Markit EDM
5 18 (0.68%) Unica
6 16 (0.60%) Cognos Business Intelligence
7 15 (0.56%) Salesforce.com CRM
8 14 (0.53%) Dynamics NAV
8 14 (0.53%) FastStats
8 14 (0.53%) Oracle EBS R12
9 13 (0.49%) FastStats PeopleStage
10 12 (0.45%) Infor M3
11 10 (0.38%) Oracle EBS
12 8 (0.30%) Oracle 11i
13 7 (0.26%) PeopleSoft Financials
13 7 (0.26%) SAP BPC
14 6 (0.23%) Cognos TM1
15 5 (0.19%) Eloqua
16 4 (0.15%) SAP Oil and Gas
16 4 (0.15%) SimCorp Dimension
Cloud Services
1 164 (6.17%) Amazon AWS
2 81 (3.05%) Microsoft Azure
3 40 (1.50%) Amazon EC2
3 40 (1.50%) GitHub
4 35 (1.32%) Force.com
5 30 (1.13%) Google Analytics
5 30 (1.13%) SaaS
6 28 (1.05%) Cloud Computing
7 22 (0.83%) Google Cloud Platform
8 19 (0.71%) Amazon Kinesis
9 11 (0.41%) Amazon EMR
10 9 (0.34%) Adobe Analytics
11 8 (0.30%) Google Tag Manager
12 6 (0.23%) BlueKai
13 5 (0.19%) Amazon S3
13 5 (0.19%) AWS Elastic Beanstalk
14 3 (0.11%) PaaS
15 2 (0.075%) IaaS
15 2 (0.075%) iPaaS
15 2 (0.075%) SoftLayer
Communications & Networking
1 17 (0.64%) FTP
2 9 (0.34%) HTTP
2 9 (0.34%) Internet
3 5 (0.19%) SSL
4 4 (0.15%) Wi-Fi
5 3 (0.11%) TCP/IP
5 3 (0.11%) Wireless
6 2 (0.075%) Intranet
6 2 (0.075%) Kerberos
6 2 (0.075%) Network Security
6 2 (0.075%) Remote Desktop
7 1 (0.038%) DHCP
7 1 (0.038%) DNS
7 1 (0.038%) LAN
7 1 (0.038%) LDAP
7 1 (0.038%) NAS
7 1 (0.038%) SAN
7 1 (0.038%) VPN
7 1 (0.038%) WAN
Database & Business Intelligence
1 1394 (52.43%) Data Warehouse
2 1303 (49.00%) SQL Server
3 1149 (43.21%) SQL Server Integration Services
4 802 (30.16%) SQL Server Reporting Services
5 527 (19.82%) SQL Server Analysis Services
6 473 (17.79%) Big Data
7 372 (13.99%) Relational Database
8 364 (13.69%) Hadoop
9 351 (13.20%) BusinessObjects
10 339 (12.75%) SQL Server 2012
11 329 (12.37%) SQL Server 2008
12 261 (9.82%) QlikView
13 185 (6.96%) Oracle Database
14 180 (6.77%) OLAP
15 177 (6.66%) SQL Server 2014
16 176 (6.62%) NoSQL
17 174 (6.54%) RDBMS
18 140 (5.27%) MySQL
19 113 (4.25%) Data Mining
20 112 (4.21%) Power BI
Development Applications
1 113 (4.25%) Talend Open Studio
2 111 (4.17%) Team Foundation Server
3 58 (2.18%) Jenkins
3 58 (2.18%) JIRA
4 56 (2.11%) Visual Studio
5 46 (1.73%) Git (software)
6 43 (1.62%) Subversion
7 37 (1.39%) SQL Server Management Studio (SSMS)
8 31 (1.17%) Mercurial
8 31 (1.17%) Selenium
8 31 (1.17%) VSS/SourceSafe
9 28 (1.05%) Oracle APEX
10 23 (0.86%) ERwin
11 21 (0.79%) Eclipse
11 21 (0.79%) Maven
12 17 (0.64%) Octopus Deploy
13 14 (0.53%) JUnit
14 12 (0.45%) Hudson
15 11 (0.41%) Ant
15 11 (0.41%) Toad
General
1 894 (33.62%) Finance
2 281 (10.57%) Banking
3 194 (7.30%) Marketing
4 169 (6.36%) Retail
5 103 (3.87%) Investment Banking
6 69 (2.59%) Law
7 62 (2.33%) Legal
8 51 (1.92%) Telecoms
9 48 (1.81%) Publishing
10 42 (1.58%) Advertising
11 39 (1.47%) Front Office
12 38 (1.43%) Games
13 30 (1.13%) Manufacturing
14 25 (0.94%) Financial Institution
15 23 (0.86%) Back Office
16 17 (0.64%) Pharmaceutical
17 13 (0.49%) Retail Banking
18 11 (0.41%) French Language
19 7 (0.26%) Billing
20 6 (0.23%) Corporate Banking
Job Titles
1 1245 (46.82%) Developer
2 512 (19.26%) SQL Developer
3 421 (15.83%) Business Intelligence Developer
4 364 (13.69%) SSIS Developer
5 340 (12.79%) ETL Developer
6 323 (12.15%) Analyst
7 316 (11.88%) Architect
8 190 (7.15%) SQL BI Developer
9 189 (7.11%) Data Architect
10 184 (6.92%) Consultant
11 177 (6.66%) Senior Developer
12 176 (6.62%) SSRS Developer
13 156 (5.87%) Data Warehouse Developer
14 150 (5.64%) SQL Server Developer
15 149 (5.60%) DBA
16 124 (4.66%) SSAS Developer
17 115 (4.32%) SQL DBA
18 113 (4.25%) Data Engineer
19 112 (4.21%) T-SQL Developer
20 107 (4.02%) Data Analyst
Libraries, Frameworks & Software Standards
1 321 (12.07%) .NET
2 258 (9.70%) XML
3 216 (8.12%) Web Services
4 159 (5.98%) MDX
5 133 (5.00%) HTML
6 85 (3.20%) CSS
7 76 (2.86%) ASP.NET
8 56 (2.11%) SOAP
9 54 (2.03%) JSON
9 54 (2.03%) REST
10 48 (1.81%) .NET Framework
11 42 (1.58%) JMS
12 39 (1.47%) Middleware
12 39 (1.47%) XSLT
13 35 (1.32%) HTML5
14 34 (1.28%) Kafka
15 32 (1.20%) jQuery
16 31 (1.17%) D3.js
17 30 (1.13%) XSD
18 28 (1.05%) J2EE
Miscellaneous
1 544 (20.46%) Analytical Skills
2 281 (10.57%) Data Integration
3 266 (10.00%) Visualisation
4 210 (7.90%) Computer Science
5 135 (5.08%) Management Information System
6 85 (3.20%) Mathematics
7 70 (2.63%) Fintech
8 68 (2.56%) Enterprise Software
9 63 (2.37%) Replication
10 55 (2.07%) Statistics
11 41 (1.54%) Data Structures
12 38 (1.43%) User Experience
13 30 (1.13%) Clustering
14 28 (1.05%) Data Extraction
15 27 (1.02%) Credit Risk
16 26 (0.98%) Foreign Exchange (FX)
17 25 (0.94%) Data Centre
17 25 (0.94%) Fixed Income
18 22 (0.83%) Equities
19 21 (0.79%) Derivative
Operating Systems
1 170 (6.39%) Linux
1 170 (6.39%) Unix
2 118 (4.44%) Windows
3 24 (0.90%) Windows Server
4 10 (0.38%) Solaris
5 9 (0.34%) Apple iOS
6 8 (0.30%) Android
7 7 (0.26%) Red Hat Enterprise Linux
8 6 (0.23%) Windows Server 2012
9 5 (0.19%) Windows Server 2008
10 4 (0.15%) Oracle Linux
11 2 (0.075%) SUSE
11 2 (0.075%) Windows 7
11 2 (0.075%) Windows Server 2003
12 1 (0.038%) FreeBSD
12 1 (0.038%) HPUX
12 1 (0.038%) SUSE Linux Enterprise Server
12 1 (0.038%) Windows Vista
Processes & Methodologies
1 1481 (55.70%) Business Intelligence
2 665 (25.01%) Analytics
3 599 (22.53%) Agile Software Development
4 564 (21.21%) Data Modelling
5 344 (12.94%) Data Management
6 269 (10.12%) Performance Tuning
7 254 (9.55%) Kimball Methodology
8 246 (9.25%) Data Architecture
9 223 (8.39%) Migration
10 221 (8.31%) Data Analytics
11 213 (8.01%) SDLC
12 196 (7.37%) CRM
13 189 (7.11%) Data Analysis
14 183 (6.88%) ETL Development
15 162 (6.09%) Data Visualisation
16 147 (5.53%) Data Migration
17 146 (5.49%) Dimensional Modelling
17 146 (5.49%) Stakeholder Management
18 135 (5.08%) Business Analysis
19 129 (4.85%) Data Governance
Programming Languages
1 1736 (65.29%) SQL
2 621 (23.35%) T-SQL
3 402 (15.12%) Java
4 312 (11.73%) C#
5 268 (10.08%) Python
6 190 (7.15%) PL/SQL
7 133 (5.00%) JavaScript
8 111 (4.17%) R
9 86 (3.23%) Shell Script
10 74 (2.78%) VB.NET
11 72 (2.71%) VBA
12 62 (2.33%) Scala
13 52 (1.96%) Perl
14 46 (1.73%) Data Analysis Expressions (DAX)
15 43 (1.62%) Apex Code
16 39 (1.47%) C
17 37 (1.39%) PowerShell
18 34 (1.28%) C++
19 33 (1.24%) PHP
20 25 (0.94%) VB
Qualifications
1 398 (14.97%) Degree
2 42 (1.58%) Security Cleared
3 34 (1.28%) ISEB
4 24 (0.90%) Microsoft Certification
5 22 (0.83%) PhD
6 21 (0.79%) PMI Certification
7 17 (0.64%) DV Cleared
8 15 (0.56%) PMP
8 15 (0.56%) SC Cleared
9 13 (0.49%) PRINCE2 Certification
10 12 (0.45%) ISTQB
11 8 (0.30%) CIMA
12 7 (0.26%) ACCA
12 7 (0.26%) MCITP
13 5 (0.19%) MCP
14 4 (0.15%) ITIL Foundation Certificate
14 4 (0.15%) MCSE
15 3 (0.11%) IBM Certification
15 3 (0.11%) Oracle Certification
15 3 (0.11%) SAP Certification
Quality Assurance & Compliance
1 319 (12.00%) Data Quality
2 139 (5.23%) QA
3 32 (1.20%) SLA
4 7 (0.26%) Solvency II
5 5 (0.19%) Basel II
6 2 (0.075%) FATCA
6 2 (0.075%) SNOMED CT
7 1 (0.038%) COREP
7 1 (0.038%) CRD IV
7 1 (0.038%) EMIR
7 1 (0.038%) FINREP
7 1 (0.038%) HL7
7 1 (0.038%) IAS 39
7 1 (0.038%) ISO20022
7 1 (0.038%) MiFID
7 1 (0.038%) PCI DSS
System Software
1 41 (1.54%) Apache Flume
2 30 (1.13%) HDFS
3 24 (0.90%) Docker
4 22 (0.83%) Active Directory
5 15 (0.56%) VMware Infrastructure
6 8 (0.30%) Ceph
7 7 (0.26%) Oracle RAC
8 4 (0.15%) vSphere
9 1 (0.038%) Firmware
9 1 (0.038%) GPFS
9 1 (0.038%) KVM
9 1 (0.038%) Microsoft Virtual Server
9 1 (0.038%) Samba
9 1 (0.038%) Virtual Servers
9 1 (0.038%) XenServer
Systems Management
1 36 (1.35%) Puppet
2 34 (1.28%) Control-M
3 26 (0.98%) Opscode Chef
4 24 (0.90%) Ansible
5 11 (0.41%) Hadoop YARN
5 11 (0.41%) Oozie
6 9 (0.34%) Mesos
7 7 (0.26%) Jitterbit
8 6 (0.23%) Dollar Universe
9 5 (0.19%) Oracle RMAN
10 3 (0.11%) Ambari
10 3 (0.11%) HP Quality Center
10 3 (0.11%) Oracle EDQ
10 3 (0.11%) Oracle Enterprise Manager
10 3 (0.11%) Oracle ZFS
10 3 (0.11%) SCOM
11 2 (0.075%) Data Guard
11 2 (0.075%) MOM
11 2 (0.075%) ZABBIX
12 1 (0.038%) Systems Management Server (SMS)
Vendors
1 701 (26.36%) Microsoft
2 620 (23.32%) Oracle
3 390 (14.67%) Informatica
4 331 (12.45%) Tableau
5 240 (9.03%) SAP
6 129 (4.85%) Salesforce.com
7 113 (4.25%) Talend
8 106 (3.99%) Cognos
9 84 (3.16%) IBM
9 84 (3.16%) Teradata
10 66 (2.48%) Cloudera
11 65 (2.44%) Ab Initio
11 65 (2.44%) Netezza
12 62 (2.33%) Hortonworks
13 55 (2.07%) Google
14 48 (1.81%) Adobe
15 46 (1.73%) MicroStrategy
15 46 (1.73%) Sybase
16 36 (1.35%) Greenplum
17 30 (1.13%) Omniture
London
Lorien Resourcing
Posted: Yesterday
Central London / West End
Oxbridge Answers
Salary: c60,000
Posted: Yesterday
London
KDR
Salary: £45000 - £55000 per annum + Bonus scheme
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 25% Bonus + Pension
Posted: 23 hours ago
London
Salt
Salary: £40000 - £50000 per annum
Posted: 3 days ago
London
Marcus Donald People
Salary: £70000 - £80000 per annum
Posted: Yesterday
City, London
Robert Half
Salary: £55000 - £75000 per annum
Posted: 2 days ago
City, London
Technology People UK
Salary: Up to £65,000 + Bonus + Benefits
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £70000 per annum
Posted: Yesterday
Central London / West End
Artemis Recruitment Ltd
Salary: Up to £75,000 per annum + Bonus + Benefits
Posted: Yesterday
London
Tech
Salary: From £40,000 to £60,000 per annum
Posted: 3 days ago
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £55000.00 per annum + pension, gym, social events
Posted: 3 days ago
London
Harvey Nash plc
Salary: £70000 - £75000 per annum + 10% Bonus & Excellent Package
Posted: 2 days ago
North London
Experis Ltd
Salary: £90000 - £110000 per annum + ~£6k car, 20% bonus + pkg
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £30000 - £40000 per annum + 25% Bonus + 10% Pension
Posted: 23 hours ago
London
Hanover IT Recruitment
Salary: From £30,000 to £50,000 per annum
Posted: 2 days ago
London
Tech
Salary: From £50,000 to £65,000 per annum
Posted: 3 days ago
London
onezeero.
Salary: £65000 - £70000 per annum + Benefits
Posted: 2 days ago
Croydon, Surrey
Circle Recruitment
Salary: benefits + Bonus
Posted: 3 days ago
London
Colston Consulting
Salary: £0 - £110000 per annum, Benefits Excellent benefits
Posted: Yesterday
Central London / West End
Venturi
Salary: £55000 - £60000 per annum + Bonus and Benefits
Posted: 3 days ago
City, London
Evolution Recruitment Solutions
Salary: 40,000 - 45,000
Posted: 4 days ago
City, London
Networking People
Salary: £40000 - £65000 per annum + Share Options + Benefits
Posted: 2 days ago
City, London
Twenty Recruitment Group
Salary: From £75,000 to £95,000 per annum Plus Bonus and Benefits
Posted: 2 days ago
City, London
Pioneer Search
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: 2 days ago
London
Colston Consulting
Salary: £60000 - £75000 per annum, Benefits Excellent benefit and bonus
Posted: Yesterday
London
Joseph Harry Ltd
Salary: £50000 - £65000 per annum + Bonus + 10% Pension
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: 5 days ago
London
Salt
Salary: £40000 - £50000 per annum + Benefits
Posted: 5 days ago
West London
Streamline Connections
Salary: £35000 - £50000 per annum + Bonus and Benefits
Posted: 5 days ago