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 24 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
24 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 89 95 97
Rank change year-on-year
+6 +2
Permanent jobs citing ETL 1344 1334 1536
As % of all permanent IT jobs located in London 3.32% 3.08% 3.11%
As % of the Processes & Methodologies category 3.72% 3.52% 3.58%
Number of salaries quoted 1096 1145 1260
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 £43,500 £42,500 £40,000
10% offered a salary of more than £75,000 £82,500 £77,500
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%
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
36171 37857 42877
As % of all permanent IT jobs located in London 89.41% 87.44% 86.86%
Number of salaries quoted 31205 31697 35564
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 £37,000
10% offered a salary of more than £85,000 £80,000 £80,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in 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 24 May 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 24 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
City of London -26 163 £57,500 -4.16% 38
Chiswick +14 17 £55,000 +10.00%
Uxbridge +10 14 £44,000 -7.85% 1
Croydon - 8 £60,000 -
Canary Wharf +2 5 £65,000 -13.33%
Wimbledon -9 5 £80,000 +16.78%
Sidcup +1 4 £42,750 +55.45%
Feltham - 2 £44,500 - 1
Brentford +3 1 £62,500 +108.33%
Bromley -4 1 £47,500 -20.83%
Hayes - 1 £42,500 -
Northwood - 1 £57,500 -
Romford - 1 £82,500 -
Teddington - 1 - - 1
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 24 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 London region with a requirement for ETL.

1 1830 (65.73%) SQL
2 1517 (54.49%) Business Intelligence
3 1459 (52.41%) Data Warehouse
4 1344 (48.28%) SQL Server
5 1216 (43.68%) SQL Server Integration Services
6 968 (34.77%) Finance
7 879 (31.57%) SQL Server Reporting Services
8 776 (27.87%) Microsoft
9 716 (25.72%) Oracle
10 678 (24.35%) Analytics
11 616 (22.13%) Data Modelling
12 594 (21.34%) T-SQL
13 586 (21.05%) SQL Server Analysis Services
14 570 (20.47%) Agile Software Development
15 542 (19.47%) Analytical Skills
16 515 (18.50%) Big Data
17 500 (17.96%) MS Excel
18 409 (14.69%) Informatica
18 409 (14.69%) Data Management
19 405 (14.55%) Degree
20 397 (14.26%) Hadoop
21 378 (13.58%) Relational Database
22 373 (13.40%) Java
23 360 (12.93%) SQL Server 2008
24 353 (12.68%) .NET
24 353 (12.68%) Data Quality
25 347 (12.46%) BusinessObjects
26 340 (12.21%) C#
27 338 (12.14%) Data Integration
28 322 (11.57%) SQL Server 2012

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
1 181 (6.50%) SAS
2 132 (4.74%) Apache Spark
3 82 (2.95%) SharePoint
4 51 (1.83%) Apache Pig
5 47 (1.69%) Apache
6 44 (1.58%) Elasticsearch
7 26 (0.93%) BizTalk Server
8 25 (0.90%) Apache Solr
9 21 (0.75%) Tomcat
10 19 (0.68%) JBoss
10 19 (0.68%) WebSphere
11 17 (0.61%) IIS
12 13 (0.47%) WebLogic
13 11 (0.40%) Confluence
13 11 (0.40%) IPython
13 11 (0.40%) Jupyter
14 10 (0.36%) Jetty
14 10 (0.36%) nginx
14 10 (0.36%) Node.js
15 9 (0.32%) CMS
Applications
1 500 (17.96%) MS Excel
2 58 (2.08%) SPSS
3 36 (1.29%) MS Office
4 24 (0.86%) MS Visio
5 18 (0.65%) Spreadsheet
6 14 (0.50%) MS PowerPoint
7 2 (0.072%) MS Project
8 1 (0.036%) Acrobat
Business Applications
1 31 (1.11%) Markit EDM
2 28 (1.01%) Dynamics CRM
3 22 (0.79%) Dynamics AX
4 21 (0.75%) Oracle EBS
5 16 (0.57%) Adobe Campaign
5 16 (0.57%) Oracle EBS R12
6 14 (0.50%) Unica
7 13 (0.47%) Dynamics NAV
7 13 (0.47%) Infor M3
7 13 (0.47%) Salesforce.com CRM
7 13 (0.47%) thinkFolio
8 12 (0.43%) Oracle 11i
9 10 (0.36%) Cognos Business Intelligence
10 9 (0.32%) SAP Oil and Gas
11 8 (0.29%) FastStats PeopleStage
12 7 (0.25%) PeopleSoft Financials
13 6 (0.22%) Oracle Applications
14 5 (0.18%) FastStats
14 5 (0.18%) Oracle ERP
14 5 (0.18%) SAP BPC
Cloud Services
1 120 (4.31%) Amazon AWS
2 88 (3.16%) Microsoft Azure
3 33 (1.19%) SaaS
4 31 (1.11%) Force.com
5 30 (1.08%) Amazon EC2
6 29 (1.04%) Cloud Computing
6 29 (1.04%) GitHub
7 26 (0.93%) Google Analytics
8 19 (0.68%) Amazon Kinesis
9 17 (0.61%) Google Cloud Platform
10 8 (0.29%) Adobe Analytics
10 8 (0.29%) Google Tag Manager
11 6 (0.22%) Amazon EMR
12 5 (0.18%) Boomi
12 5 (0.18%) PaaS
13 4 (0.14%) IaaS
14 3 (0.11%) AWS Elastic Beanstalk
15 2 (0.072%) Amazon S3
15 2 (0.072%) SoftLayer
16 1 (0.036%) Heroku
Communications & Networking
1 11 (0.40%) FTP
1 11 (0.40%) Internet
2 6 (0.22%) Wireless
3 5 (0.18%) SAN
3 5 (0.18%) SSL
3 5 (0.18%) Wi-Fi
4 4 (0.14%) NAS
5 3 (0.11%) HTTP
5 3 (0.11%) Intranet
5 3 (0.11%) TCP/IP
5 3 (0.11%) VoIP
6 1 (0.036%) DHCP
6 1 (0.036%) DNS
6 1 (0.036%) Kerberos
6 1 (0.036%) LAN
6 1 (0.036%) Network Security
6 1 (0.036%) PuTTY
6 1 (0.036%) Remote Desktop
6 1 (0.036%) WAN
Database & Business Intelligence
1 1459 (52.41%) Data Warehouse
2 1344 (48.28%) SQL Server
3 1216 (43.68%) SQL Server Integration Services
4 879 (31.57%) SQL Server Reporting Services
5 586 (21.05%) SQL Server Analysis Services
6 515 (18.50%) Big Data
7 397 (14.26%) Hadoop
8 378 (13.58%) Relational Database
9 360 (12.93%) SQL Server 2008
10 347 (12.46%) BusinessObjects
11 322 (11.57%) SQL Server 2012
12 264 (9.48%) QlikView
13 214 (7.69%) Oracle Database
14 199 (7.15%) OLAP
15 172 (6.18%) NoSQL
16 171 (6.14%) RDBMS
17 136 (4.89%) SQL Server 2014
18 133 (4.78%) Data Mining
19 123 (4.42%) MySQL
20 117 (4.20%) MongoDB
Development Applications
1 139 (4.99%) Talend Open Studio
2 103 (3.70%) Team Foundation Server
3 62 (2.23%) Visual Studio
4 48 (1.72%) Jenkins
5 47 (1.69%) JIRA
5 47 (1.69%) Subversion
6 39 (1.40%) Git (software)
7 37 (1.33%) SQL Server Management Studio (SSMS)
8 36 (1.29%) Mercurial
9 28 (1.01%) Eclipse
10 27 (0.97%) Selenium
10 27 (0.97%) VSS/SourceSafe
11 24 (0.86%) Oracle APEX
12 23 (0.83%) ERwin
13 21 (0.75%) Maven
14 17 (0.61%) Octopus Deploy
15 16 (0.57%) Toad
16 15 (0.54%) Visual Studio Tools for Office
17 14 (0.50%) JUnit
18 13 (0.47%) Ant
General
1 968 (34.77%) Finance
2 289 (10.38%) Banking
3 193 (6.93%) Retail
4 159 (5.71%) Marketing
5 88 (3.16%) Investment Banking
6 81 (2.91%) Law
7 65 (2.33%) Telecoms
8 63 (2.26%) Legal
9 52 (1.87%) Front Office
10 48 (1.72%) Publishing
11 40 (1.44%) Advertising
11 40 (1.44%) Games
12 31 (1.11%) Manufacturing
13 30 (1.08%) Financial Institution
14 28 (1.01%) Back Office
15 23 (0.83%) Pharmaceutical
16 15 (0.54%) French Language
17 9 (0.32%) Billing
17 9 (0.32%) General Ledger
18 8 (0.29%) Electronics
Job Titles
1 1301 (46.73%) Developer
2 554 (19.90%) SQL Developer
3 403 (14.48%) Business Intelligence Developer
4 385 (13.83%) SSIS Developer
5 359 (12.90%) ETL Developer
6 342 (12.28%) Architect
7 319 (11.46%) Analyst
8 227 (8.15%) Consultant
9 209 (7.51%) Senior Developer
10 203 (7.29%) SQL BI Developer
11 194 (6.97%) Data Architect
12 187 (6.72%) SSRS Developer
13 181 (6.50%) Data Warehouse Developer
14 166 (5.96%) SQL Server Developer
15 126 (4.53%) SSAS Developer
16 124 (4.45%) DBA
17 118 (4.24%) T-SQL Developer
18 113 (4.06%) Data Engineer
19 112 (4.02%) Data Analyst
20 109 (3.92%) SQL Analyst
Libraries, Frameworks & Software Standards
1 353 (12.68%) .NET
2 278 (9.99%) XML
3 239 (8.58%) Web Services
4 191 (6.86%) MDX
5 160 (5.75%) HTML
6 113 (4.06%) ASP.NET
7 110 (3.95%) CSS
8 68 (2.44%) SOAP
9 62 (2.23%) XSLT
10 61 (2.19%) JSON
11 60 (2.16%) REST
12 55 (1.98%) JMS
13 54 (1.94%) .NET Framework
13 54 (1.94%) HTML5
14 47 (1.69%) Middleware
15 37 (1.33%) J2EE
16 36 (1.29%) AngularJS
16 36 (1.29%) XSD
17 33 (1.19%) Oracle GoldenGate
18 32 (1.15%) Kafka
Miscellaneous
1 542 (19.47%) Analytical Skills
2 338 (12.14%) Data Integration
3 225 (8.08%) Visualisation
4 199 (7.15%) Computer Science
5 139 (4.99%) Management Information System
6 84 (3.02%) Mathematics
7 77 (2.77%) Fintech
8 68 (2.44%) Replication
9 57 (2.05%) Enterprise Software
10 53 (1.90%) Data Structures
11 52 (1.87%) Statistics
12 41 (1.47%) Clustering
13 37 (1.33%) Data Extraction
14 36 (1.29%) Data Centre
15 31 (1.11%) User Experience
16 25 (0.90%) Foreign Exchange (FX)
17 23 (0.83%) Credit Risk
17 23 (0.83%) Equities
18 19 (0.68%) Derivative
18 19 (0.68%) Wiki
Operating Systems
1 206 (7.40%) Linux
2 170 (6.11%) Unix
3 101 (3.63%) Windows
4 19 (0.68%) Windows Server
5 9 (0.32%) Android
5 9 (0.32%) Apple iOS
6 6 (0.22%) Solaris
7 5 (0.18%) Red Hat Enterprise Linux
8 4 (0.14%) Windows Server 2008
9 3 (0.11%) Windows 7
9 3 (0.11%) Windows Server 2012
10 2 (0.072%) SUSE
10 2 (0.072%) Windows Server 2003
11 1 (0.036%) AIX
11 1 (0.036%) FreeBSD
11 1 (0.036%) HPUX
11 1 (0.036%) Oracle Linux
11 1 (0.036%) SUSE Linux Enterprise Server
11 1 (0.036%) Windows 2000
11 1 (0.036%) Windows Vista
Processes & Methodologies
1 1517 (54.49%) Business Intelligence
2 678 (24.35%) Analytics
3 616 (22.13%) Data Modelling
4 570 (20.47%) Agile Software Development
5 409 (14.69%) Data Management
6 278 (9.99%) Performance Tuning
7 272 (9.77%) Migration
8 270 (9.70%) Kimball Methodology
9 253 (9.09%) Data Architecture
10 230 (8.26%) ETL Development
11 229 (8.23%) Data Analysis
12 214 (7.69%) Data Analytics
13 194 (6.97%) SDLC
14 174 (6.25%) CRM
15 172 (6.18%) Data Migration
16 168 (6.03%) Data Governance
17 157 (5.64%) Dimensional Modelling
18 156 (5.60%) Data Visualisation
19 147 (5.28%) SOA
20 146 (5.24%) Business Analysis
Programming Languages
1 1830 (65.73%) SQL
2 594 (21.34%) T-SQL
3 373 (13.40%) Java
4 340 (12.21%) C#
5 265 (9.52%) Python
6 219 (7.87%) PL/SQL
7 150 (5.39%) JavaScript
8 139 (4.99%) R
9 88 (3.16%) Shell Script
10 81 (2.91%) VB.NET
11 64 (2.30%) VBA
12 60 (2.16%) Scala
13 39 (1.40%) C
14 37 (1.33%) C++
14 37 (1.33%) Perl
15 35 (1.26%) Apex Code
16 30 (1.08%) PHP
16 30 (1.08%) PowerShell
16 30 (1.08%) VB
17 28 (1.01%) Data Analysis Expressions (DAX)
Qualifications
1 405 (14.55%) Degree
2 53 (1.90%) Security Cleared
3 47 (1.69%) Microsoft Certification
4 37 (1.33%) ISEB
5 26 (0.93%) PhD
6 23 (0.83%) DV Cleared
7 22 (0.79%) MCITP
8 16 (0.57%) PMI Certification
8 16 (0.57%) SC Cleared
9 15 (0.54%) PMP
10 14 (0.50%) MCSD
11 12 (0.43%) PRINCE2 Certification
12 7 (0.25%) HND
12 7 (0.25%) ISTQB
12 7 (0.25%) Oracle Certification
13 6 (0.22%) CIMA
14 5 (0.18%) ACCA
15 3 (0.11%) IBM Certification
15 3 (0.11%) MBA
15 3 (0.11%) MCAD
Quality Assurance & Compliance
1 353 (12.68%) Data Quality
2 132 (4.74%) QA
3 22 (0.79%) SLA
4 12 (0.43%) Solvency II
5 9 (0.32%) PCI DSS
6 6 (0.22%) MiFID
7 5 (0.18%) Basel II
7 5 (0.18%) CRD IV
7 5 (0.18%) EMIR
8 2 (0.072%) FATCA
9 1 (0.036%) COBIT
9 1 (0.036%) COREP
9 1 (0.036%) Dodd-Frank
9 1 (0.036%) FINREP
9 1 (0.036%) HL7
9 1 (0.036%) IAS 39
System Software
1 38 (1.36%) HDFS
2 33 (1.19%) Apache Flume
3 20 (0.72%) Active Directory
4 18 (0.65%) VMware Infrastructure
5 15 (0.54%) Oracle RAC
6 14 (0.50%) Docker
7 5 (0.18%) Ceph
8 4 (0.14%) vSphere
9 3 (0.11%) Cronacle
10 2 (0.072%) Apache ZooKeeper
11 1 (0.036%) Firmware
11 1 (0.036%) KVM
11 1 (0.036%) Microsoft Virtual Server
11 1 (0.036%) Samba
11 1 (0.036%) Tivoli Workload Scheduler
11 1 (0.036%) XenServer
Systems Management
1 40 (1.44%) Puppet
2 28 (1.01%) Control-M
3 25 (0.90%) Opscode Chef
4 19 (0.68%) Ansible
5 13 (0.47%) Oozie
6 12 (0.43%) Data Guard
6 12 (0.43%) Jitterbit
7 11 (0.40%) Hadoop YARN
8 9 (0.32%) Oracle RMAN
9 7 (0.25%) Mesos
10 5 (0.18%) Ambari
11 4 (0.14%) MOM
11 4 (0.14%) Oracle ZFS
12 3 (0.11%) Oracle Enterprise Manager
12 3 (0.11%) SCOM
13 2 (0.072%) ZABBIX
14 1 (0.036%) Dollar Universe
14 1 (0.036%) HP Quality Center
14 1 (0.036%) OpenSSO
14 1 (0.036%) Oracle Statspack
Vendors
1 776 (27.87%) Microsoft
2 716 (25.72%) Oracle
3 409 (14.69%) Informatica
4 286 (10.27%) Tableau
5 225 (8.08%) SAP
6 139 (4.99%) Talend
7 115 (4.13%) Cognos
8 110 (3.95%) Teradata
9 87 (3.13%) Salesforce.com
10 82 (2.95%) Ab Initio
11 79 (2.84%) Netezza
12 75 (2.69%) IBM
13 65 (2.33%) Cloudera
14 61 (2.19%) Hortonworks
15 49 (1.76%) MicroStrategy
16 42 (1.51%) Sybase
17 40 (1.44%) EXASOL
17 40 (1.44%) Hyperion
18 39 (1.40%) Adobe
18 39 (1.40%) InterSystems
London
Maclean Moore Consulting
Salary: From £60,000 to £80,000 per annum Bonus, Pension, Healthcare, Life Ins
Posted: 27 minutes ago
City, London
Lawrence Harvey Enterprise
Salary: £70000.00 - £85000.00 per annum + 5% Bonus+ Benefits + Home based
Posted: 53 minutes ago
City, London
Send
Salary: £50,000 per annum
Posted: 58 minutes ago
East London
Verticality Ltd
Salary: £50000 - £60000 per annum, Benefits Benefits
Posted: 2 hours ago
London
The Bridge Ltd
Salary: Up to £55,000 per annum + Benefits
Posted: 2 hours ago
City, London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + 15% bonus and benefits
Posted: 4 hours ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 4 hours ago
London
Venturi
Salary: £28000.00 - £35000.00 per annum + 10% bonus and benefits
Posted: 8 hours ago
London
ninesharp
Salary: £55000 - £65000 per annum + Bonus, Pension, Healthcare
Posted: 9 hours ago
London
Red10
Salary: £50000 - £60000 per annum
Posted: 9 hours ago
London
Capgemini Financial Services UK Ltd
Posted: 18 hours ago
City, London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + 15%
Posted: 23 hours ago
London
Harvey Nash plc
Salary: £80000 per annum
Posted: Yesterday
City, London
Harrington Starr
Salary: £50000 - £60000 per annum
Posted: Yesterday
London
Computer People
Salary: £50000.00 - £75000.00 per annum
Posted: Yesterday
London
Redrock Consulting Ltd
Salary: £42000 - £70000 per annum
Posted: Yesterday
London
Redrock Consulting Ltd
Salary: £65000 - £80000 per annum
Posted: Yesterday
London
Search Consultancy
Salary: £50000.00 - £70000.00 per annum + benefits
Posted: Yesterday
City, London
Third Republic Ltd
Salary: Up to £95,000 per annum
Posted: Yesterday
City, London
TEKsystems
Salary: £40000 - £50000 per annum + brilliant bonuses and benefits
Posted: Yesterday
London
Keystream Resources Limited
Salary: Up to £63,000 per annum +excellent benefit package & holiday allowance
Posted: Yesterday
South West London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: Yesterday
London
HAYS INFORMATION TECHNOLOGY
Salary: £80000.00 - £100000.00 per annum + bonus and benefits
Posted: Yesterday
London
Oliver James Associates
Salary: £65000 - £85000 per annum + Car, PMI, Flexible benefits, bonus
Posted: Yesterday
London
Eaglecliff
Salary: From £60,000 to £70,000 per annum + Benefits
Posted: Yesterday
City, London
Pioneer Search
Salary: £60000.00 - £70000 per annum + Bonus + Benefits
Posted: Yesterday
London
Empiric Solutions
Posted: Yesterday
London
CapGemini - RSR
Salary: Competitive Salary and Package
Posted: Yesterday
London
Understanding Recruitment
Salary: £30000.00 - £37000.00 per annum + Excellent Benefits
Posted: 2 days ago
London
Harrington Starr
Salary: £50000 - £55000 per annum + Benefits + Bonus
Posted: 3 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + on-call + banking bonus + comp bens
Posted: 3 days ago
London
First Point
Salary: £45000.00 - £55000.00 per annum
Posted: 3 days ago
London
Tech
Salary: From £50,000 to £60,000 per annum
Posted: 4 days ago
London
Tech
Salary: From £60,000 to £75,000 per annum
Posted: 4 days ago
City, London
Computer People
Salary: £65000 - £75000 per annum + Share options
Posted: 4 days ago
London
set2recruit
Salary: Unspecified
Posted: 4 days ago
London
McGregor Boyall
Salary: £60000 - £80000 per annum
Posted: 4 days ago
North West London
Marcus Donald People
Salary: £27000 - £30000 per annum
Posted: 4 days ago
West London
Tiro Partners
Salary: Up to £65,000 per annum
Posted: 4 days ago
City, London
onezeero.
Salary: £50000 - £55000 per annum + Bonus + Benefits
Posted: 4 days ago