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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 94 90 88
Rank change year-on-year
-4 -2
Permanent jobs citing ETL 1246 1442 1656
As % of all permanent IT jobs located in London 3.16% 3.23% 3.29%
As % of the Processes & Methodologies category 3.53% 3.68% 3.77%
Number of salaries quoted 1017 1221 1387
Median salary £57,500 £60,000 £55,000
Median salary % change year-on-year
-4.16% +9.09%
90% offered a salary of more than £42,500 £42,500 £40,000
10% offered a salary of more than £77,500 £85,000 £80,000
UK excluding London median salary £45,000 £45,000 £43,500
% change year-on-year
- +3.44%
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
35334 39207 43982
As % of all permanent IT jobs located in London 89.62% 87.74% 87.28%
Number of salaries quoted 30608 32904 36456
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 25 June 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 25 June 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 -31 171 £60,000 - 28
Chiswick - 14 £55,000 -
Uxbridge +2 11 £44,000 -23.47%
Wimbledon -6 8 £80,000 +16.78%
Canary Wharf -1 6 £65,000 -7.14%
Croydon - 5 £60,000 - 1
Feltham - 5 £47,500 -
Sidcup +4 4 £42,750 +55.45%
Harrow +8 2 - -
Hayes - 2 £42,500 -
Ilford - 2 £37,000 - 1
Teddington - 2 - - 2
Bromley - 2 £47,500 -
Romford - 1 £82,500 -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 25 June 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 1773 (66.28%) SQL
2 1473 (55.07%) Business Intelligence
3 1385 (51.78%) Data Warehouse
4 1297 (48.49%) SQL Server
5 1167 (43.63%) SQL Server Integration Services
6 911 (34.06%) Finance
7 834 (31.18%) SQL Server Reporting Services
8 728 (27.21%) Microsoft
9 648 (24.22%) Oracle
10 635 (23.74%) Analytics
11 606 (22.65%) T-SQL
12 586 (21.91%) Agile Software Development
13 558 (20.86%) SQL Server Analysis Services
14 552 (20.64%) Data Modelling
15 539 (20.15%) Analytical Skills
16 477 (17.83%) MS Excel
17 463 (17.31%) Big Data
18 396 (14.80%) Degree
19 389 (14.54%) Informatica
20 385 (14.39%) Relational Database
21 379 (14.17%) Java
22 357 (13.35%) Hadoop
23 349 (13.05%) BusinessObjects
24 345 (12.90%) Data Management
25 340 (12.71%) SQL Server 2008
26 338 (12.64%) .NET
27 334 (12.49%) SQL Server 2012
28 323 (12.07%) Data Quality
28 323 (12.07%) C#
29 294 (10.99%) Data Integration

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
1 153 (5.72%) SAS
2 125 (4.67%) Apache Spark
3 82 (3.07%) SharePoint
4 54 (2.02%) Apache Pig
5 45 (1.68%) Apache
6 43 (1.61%) Elasticsearch
7 25 (0.93%) IIS
8 24 (0.90%) Apache Solr
9 23 (0.86%) Tomcat
9 23 (0.86%) WebSphere
10 20 (0.75%) JBoss
11 19 (0.71%) BizTalk Server
12 14 (0.52%) WebLogic
13 12 (0.45%) IPython
13 12 (0.45%) Jupyter
14 10 (0.37%) CMS
14 10 (0.37%) Confluence
14 10 (0.37%) Jetty
14 10 (0.37%) nginx
15 9 (0.34%) Oracle Workflow
Applications
1 477 (17.83%) MS Excel
2 50 (1.87%) SPSS
3 43 (1.61%) MS Office
4 22 (0.82%) MS Visio
5 20 (0.75%) Spreadsheet
6 15 (0.56%) MS PowerPoint
7 1 (0.037%) Acrobat
7 1 (0.037%) MS Project
Business Applications
1 26 (0.97%) Dynamics CRM
2 22 (0.82%) Dynamics AX
2 22 (0.82%) Markit EDM
3 19 (0.71%) Adobe Campaign
4 16 (0.60%) Oracle EBS
4 16 (0.60%) Unica
5 15 (0.56%) Oracle EBS R12
5 15 (0.56%) Salesforce.com CRM
6 14 (0.52%) Dynamics NAV
7 12 (0.45%) Infor M3
8 10 (0.37%) Cognos Business Intelligence
8 10 (0.37%) FastStats PeopleStage
9 9 (0.34%) Oracle 11i
10 8 (0.30%) FastStats
11 7 (0.26%) PeopleSoft Financials
12 6 (0.22%) SAP Oil and Gas
13 5 (0.19%) SAP BPC
13 5 (0.19%) thinkFolio
14 4 (0.15%) Oracle ERP
14 4 (0.15%) SimCorp Dimension
Cloud Services
1 148 (5.53%) Amazon AWS
2 84 (3.14%) Microsoft Azure
3 39 (1.46%) GitHub
4 36 (1.35%) Amazon EC2
5 33 (1.23%) Force.com
6 29 (1.08%) Google Analytics
6 29 (1.08%) SaaS
7 23 (0.86%) Cloud Computing
8 19 (0.71%) Amazon Kinesis
9 17 (0.64%) Google Cloud Platform
10 9 (0.34%) Amazon EMR
11 8 (0.30%) Adobe Analytics
11 8 (0.30%) Google Tag Manager
12 6 (0.22%) BlueKai
13 4 (0.15%) Amazon S3
13 4 (0.15%) AWS Elastic Beanstalk
13 4 (0.15%) PaaS
14 3 (0.11%) Boomi
15 2 (0.075%) SoftLayer
16 1 (0.037%) AWS Lambda
Communications & Networking
1 14 (0.52%) FTP
2 8 (0.30%) HTTP
2 8 (0.30%) Internet
3 5 (0.19%) SSL
3 5 (0.19%) Wi-Fi
4 3 (0.11%) TCP/IP
4 3 (0.11%) Wireless
5 2 (0.075%) Intranet
5 2 (0.075%) Kerberos
5 2 (0.075%) Network Security
5 2 (0.075%) Remote Desktop
6 1 (0.037%) DHCP
6 1 (0.037%) DNS
6 1 (0.037%) LAN
6 1 (0.037%) LDAP
6 1 (0.037%) NAS
6 1 (0.037%) SAN
6 1 (0.037%) VPN
6 1 (0.037%) WAN
Database & Business Intelligence
1 1385 (51.78%) Data Warehouse
2 1297 (48.49%) SQL Server
3 1167 (43.63%) SQL Server Integration Services
4 834 (31.18%) SQL Server Reporting Services
5 558 (20.86%) SQL Server Analysis Services
6 463 (17.31%) Big Data
7 385 (14.39%) Relational Database
8 357 (13.35%) Hadoop
9 349 (13.05%) BusinessObjects
10 340 (12.71%) SQL Server 2008
11 334 (12.49%) SQL Server 2012
12 254 (9.50%) QlikView
13 195 (7.29%) Oracle Database
14 184 (6.88%) OLAP
15 181 (6.77%) RDBMS
16 169 (6.32%) SQL Server 2014
17 162 (6.06%) NoSQL
18 132 (4.93%) MySQL
19 116 (4.34%) Data Mining
20 107 (4.00%) Apache Hive
Development Applications
1 122 (4.56%) Talend Open Studio
2 97 (3.63%) Team Foundation Server
3 57 (2.13%) Jenkins
4 55 (2.06%) Visual Studio
5 51 (1.91%) JIRA
6 50 (1.87%) Subversion
7 39 (1.46%) Git (software)
8 36 (1.35%) SQL Server Management Studio (SSMS)
9 32 (1.20%) Mercurial
10 28 (1.05%) Selenium
10 28 (1.05%) VSS/SourceSafe
11 24 (0.90%) Eclipse
11 24 (0.90%) Oracle APEX
12 21 (0.79%) Maven
13 20 (0.75%) ERwin
14 18 (0.67%) Octopus Deploy
15 13 (0.49%) Visual Studio Tools for Office
16 12 (0.45%) Hudson
16 12 (0.45%) Toad
17 11 (0.41%) Ant
General
1 911 (34.06%) Finance
2 287 (10.73%) Banking
3 180 (6.73%) Retail
4 177 (6.62%) Marketing
5 96 (3.59%) Investment Banking
6 72 (2.69%) Law
7 60 (2.24%) Legal
8 59 (2.21%) Telecoms
9 47 (1.76%) Publishing
10 44 (1.64%) Front Office
11 43 (1.61%) Advertising
12 35 (1.31%) Games
13 33 (1.23%) Manufacturing
14 24 (0.90%) Back Office
15 21 (0.79%) Financial Institution
16 17 (0.64%) Pharmaceutical
17 13 (0.49%) French Language
18 9 (0.34%) Billing
19 8 (0.30%) General Ledger
20 6 (0.22%) Retail Banking
Job Titles
1 1273 (47.59%) Developer
2 530 (19.81%) SQL Developer
3 418 (15.63%) Business Intelligence Developer
4 375 (14.02%) SSIS Developer
5 340 (12.71%) ETL Developer
6 322 (12.04%) Analyst
7 298 (11.14%) Architect
8 202 (7.55%) Consultant
9 201 (7.51%) SQL BI Developer
10 191 (7.14%) Senior Developer
11 187 (6.99%) SSRS Developer
12 164 (6.13%) Data Warehouse Developer
13 162 (6.06%) Data Architect
14 151 (5.64%) SQL Server Developer
15 139 (5.20%) DBA
16 133 (4.97%) SSAS Developer
17 111 (4.15%) T-SQL Developer
18 107 (4.00%) Informatica Developer
19 106 (3.96%) Data Analyst
19 106 (3.96%) SQL Analyst
Libraries, Frameworks & Software Standards
1 338 (12.64%) .NET
2 270 (10.09%) XML
3 228 (8.52%) Web Services
4 174 (6.50%) MDX
5 153 (5.72%) HTML
6 103 (3.85%) CSS
7 91 (3.40%) ASP.NET
8 56 (2.09%) SOAP
9 54 (2.02%) JSON
10 50 (1.87%) XSLT
11 49 (1.83%) .NET Framework
11 49 (1.83%) JMS
11 49 (1.83%) REST
12 47 (1.76%) HTML5
13 45 (1.68%) Middleware
14 35 (1.31%) Kafka
15 32 (1.20%) jQuery
16 31 (1.16%) XSD
17 30 (1.12%) J2EE
17 30 (1.12%) Java EE
Miscellaneous
1 539 (20.15%) Analytical Skills
2 294 (10.99%) Data Integration
3 241 (9.01%) Visualisation
4 207 (7.74%) Computer Science
5 134 (5.01%) Management Information System
6 87 (3.25%) Mathematics
7 69 (2.58%) Fintech
8 66 (2.47%) Replication
9 63 (2.36%) Enterprise Software
10 53 (1.98%) Statistics
11 46 (1.72%) Data Structures
12 36 (1.35%) Clustering
13 34 (1.27%) User Experience
14 32 (1.20%) Data Extraction
15 29 (1.08%) Data Centre
16 27 (1.01%) Credit Risk
17 26 (0.97%) Foreign Exchange (FX)
18 22 (0.82%) Equities
19 20 (0.75%) Fixed Income
20 18 (0.67%) Derivative
Operating Systems
1 190 (7.10%) Linux
2 180 (6.73%) Unix
3 114 (4.26%) Windows
4 21 (0.79%) Windows Server
5 10 (0.37%) Solaris
6 9 (0.34%) Android
6 9 (0.34%) Apple iOS
7 7 (0.26%) Red Hat Enterprise Linux
8 5 (0.19%) Windows Server 2012
9 4 (0.15%) Oracle Linux
9 4 (0.15%) Windows Server 2008
10 3 (0.11%) Windows 7
11 2 (0.075%) SUSE
11 2 (0.075%) Windows Server 2003
12 1 (0.037%) FreeBSD
12 1 (0.037%) HPUX
12 1 (0.037%) SUSE Linux Enterprise Server
12 1 (0.037%) Windows Vista
Processes & Methodologies
1 1473 (55.07%) Business Intelligence
2 635 (23.74%) Analytics
3 586 (21.91%) Agile Software Development
4 552 (20.64%) Data Modelling
5 345 (12.90%) Data Management
6 272 (10.17%) Performance Tuning
7 262 (9.79%) Kimball Methodology
8 243 (9.08%) Migration
9 238 (8.90%) Data Architecture
10 206 (7.70%) Data Analytics
11 203 (7.59%) ETL Development
12 201 (7.51%) Data Analysis
13 197 (7.36%) SDLC
14 182 (6.80%) CRM
15 158 (5.91%) Data Migration
16 150 (5.61%) Data Visualisation
17 148 (5.53%) Dimensional Modelling
18 138 (5.16%) Mentoring
19 134 (5.01%) Data Governance
20 133 (4.97%) Stakeholder Management
Programming Languages
1 1773 (66.28%) SQL
2 606 (22.65%) T-SQL
3 379 (14.17%) Java
4 323 (12.07%) C#
5 251 (9.38%) Python
6 207 (7.74%) PL/SQL
7 149 (5.57%) JavaScript
8 112 (4.19%) R
9 86 (3.21%) Shell Script
10 75 (2.80%) VB.NET
11 71 (2.65%) VBA
12 49 (1.83%) Scala
13 47 (1.76%) Perl
14 45 (1.68%) Data Analysis Expressions (DAX)
15 40 (1.50%) Apex Code
16 39 (1.46%) C
17 36 (1.35%) PowerShell
18 34 (1.27%) C++
19 31 (1.16%) PHP
20 29 (1.08%) VB
Qualifications
1 396 (14.80%) Degree
2 44 (1.64%) Security Cleared
3 36 (1.35%) ISEB
3 36 (1.35%) Microsoft Certification
4 22 (0.82%) PhD
5 20 (0.75%) DV Cleared
6 19 (0.71%) PMI Certification
7 16 (0.60%) SC Cleared
8 15 (0.56%) PMP
9 13 (0.49%) PRINCE2 Certification
10 11 (0.41%) MCITP
11 8 (0.30%) ISTQB
11 8 (0.30%) MCSD
12 6 (0.22%) CIMA
13 5 (0.19%) ACCA
14 3 (0.11%) IBM Certification
14 3 (0.11%) MCSE
14 3 (0.11%) MCTS
15 2 (0.075%) CTC Cleared
15 2 (0.075%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 323 (12.07%) Data Quality
2 139 (5.20%) QA
3 25 (0.93%) SLA
4 9 (0.34%) Solvency II
5 6 (0.22%) PCI DSS
6 5 (0.19%) Basel II
7 2 (0.075%) FATCA
8 1 (0.037%) COREP
8 1 (0.037%) CRD IV
8 1 (0.037%) EMIR
8 1 (0.037%) FINREP
8 1 (0.037%) HL7
8 1 (0.037%) IAS 39
8 1 (0.037%) MiFID
8 1 (0.037%) SNOMED CT
System Software
1 38 (1.42%) Apache Flume
2 33 (1.23%) HDFS
3 21 (0.79%) Active Directory
3 21 (0.79%) Docker
4 15 (0.56%) VMware Infrastructure
5 9 (0.34%) Oracle RAC
6 8 (0.30%) Ceph
7 4 (0.15%) vSphere
8 1 (0.037%) Cronacle
8 1 (0.037%) Firmware
8 1 (0.037%) GPFS
8 1 (0.037%) KVM
8 1 (0.037%) Microsoft Virtual Server
8 1 (0.037%) Samba
8 1 (0.037%) Virtual Servers
8 1 (0.037%) XenServer
Systems Management
1 36 (1.35%) Puppet
2 26 (0.97%) Control-M
3 21 (0.79%) Opscode Chef
4 20 (0.75%) Ansible
5 11 (0.41%) Hadoop YARN
5 11 (0.41%) Oozie
6 10 (0.37%) Jitterbit
6 10 (0.37%) Mesos
7 6 (0.22%) Dollar Universe
7 6 (0.22%) Oracle RMAN
8 4 (0.15%) MOM
9 3 (0.11%) Ambari
9 3 (0.11%) Data Guard
9 3 (0.11%) HP Quality Center
9 3 (0.11%) Oracle Enterprise Manager
9 3 (0.11%) Oracle ZFS
9 3 (0.11%) SCOM
10 2 (0.075%) ZABBIX
11 1 (0.037%) OpenSSO
11 1 (0.037%) Systems Management Server (SMS)
Vendors
1 728 (27.21%) Microsoft
2 648 (24.22%) Oracle
3 389 (14.54%) Informatica
4 292 (10.92%) Tableau
5 227 (8.49%) SAP
6 122 (4.56%) Talend
7 106 (3.96%) Salesforce.com
8 103 (3.85%) Cognos
9 97 (3.63%) Teradata
10 78 (2.92%) IBM
11 74 (2.77%) Ab Initio
12 72 (2.69%) Netezza
13 68 (2.54%) Cloudera
14 64 (2.39%) Hortonworks
15 50 (1.87%) MicroStrategy
16 46 (1.72%) Google
17 44 (1.64%) Adobe
18 43 (1.61%) Sybase
19 39 (1.46%) Greenplum
20 34 (1.27%) EXASOL
London
Lawrence Harvey Enterprise
Salary: £45000.00 - £55000.00 per annum
Posted: 16 hours ago
London
Eames Consulting
Salary: £80000 - £100000 per annum + bonus + benefits
Posted: 15 hours ago
London
ComputAppoint
Salary: £45000 per annum + Benefits
Posted: 23 hours ago
City, London
Harris Rubbert Associates
Salary: £70,000 per annum + Bonus + Benefits
Posted: 13 hours ago
City, London
onezeero.
Salary: £45000 - £50000 per annum + Bonus + Benefits
Posted: Yesterday
London
McGregor Boyall
Salary: £55000 - £65000 per annum
Posted: 16 hours ago
London
Refreshing Recruitment
Salary: £45000 - £55000 per annum + flexible working
Posted: Yesterday
City, London
Oxbridge Answers
Salary: 65-80k
Posted: Yesterday
West London
Spargonet Consulting Plc
Salary: £55000 - £65000 per annum
Posted: 2 days ago
London
Graham Matthews
Salary: From £40,000 to £45,000 per annum
Posted: 2 days ago
London
Empiric.com
Salary: From £65,000 to £80,000 per annum + excellent benefits package
Posted: 18 hours ago
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 - £90000 per annum
Posted: 17 hours ago
London
Digitech Resourcing Ltd
Salary: From £70,000 to £85,000 per annum + Package
Posted: 15 hours ago
City, London
ComputAppoint
Salary: £60000 - £70000 per annum + Bonus, Benefits
Posted: Yesterday
London
Runpath
Salary: Competitive
Posted: Yesterday
London
Venturi
Salary: £60000.00 - £85000.00 per annum + Bonus and Benefits
Posted: Yesterday
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: Yesterday
London
Harvey Nash plc
Salary: £80000 per annum
Posted: 2 days ago
London
Tech
Salary: From £50,000 to £65,000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £40k to £45k + benefits
Posted: 16 hours ago
London
Lorien Resourcing
Posted: 4 days ago
Central London / West End
Artemis Recruitment Ltd
Salary: Up to £75,000 per annum + Bonus + Benefits
Posted: 3 days ago
North West London
Freshtechit
Salary: From £50,000 to £70,000 per annum
Posted: 3 days ago
London
Square One Resources
Salary: From £40,000 to £50,000 per annum
Posted: 3 days ago
London
Eaglecliff
Salary: From £60,000 to £70,000 per annum + Benefits
Posted: 2 days ago
London
Square One Resources
Salary: From £90,000 to £95,000 per annum
Posted: 2 days ago
City, London
Lawrence Harvey Enterprise
Salary: £65000.00 - £80000.00 per annum
Posted: 4 days ago
Central London / West End
Russell King Associates
Salary: Up to £65,000 per annum Up to 30% Bonus, 20 day holiday, Medical, Dent
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 3 days ago