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 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 96 87 87
Rank change year-on-year
-9 0
Permanent jobs citing ETL 1136 1399 1448
As % of all permanent IT jobs located in London 2.98% 3.21% 3.20%
As % of the Processes & Methodologies category 3.31% 3.63% 3.69%
Number of salaries quoted 944 1178 1229
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year
+4.34% -
90% offered a salary of more than £42,500 £44,000 £40,000
10% offered a salary of more than £87,500 £80,750 £80,000
UK excluding London median salary £45,000 £45,000 £45,000
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
34291 38500 39263
As % of all permanent IT jobs located in London 89.80% 88.24% 86.75%
Number of salaries quoted 29621 32500 32283
Median salary £60,000 £58,500 £55,000
Median salary % change year-on-year
+2.56% +6.36%
90% offered a salary of more than £40,000 £38,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

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 27 September 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 27 September 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 -18 178 £62,000 +7.82% 26
Clapham - 16 £50,000 -
Wimbledon +7 10 £56,250 -
Beckenham - 8 £42,500 - 1
Croydon +5 6 - -
Brentford -2 3 £61,000 +74.28%
Kingston Upon Thames -5 2 £70,000 +22.80%
Hayes - 2 £48,500 -
Twickenham +8 1 - -
Harrow +7 1 £37,500 -25.00%
Hounslow - 1 £50,000 -
Ilford - 1 £37,000 -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 27 September 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 1534 (63.68%) SQL
2 1277 (53.01%) Business Intelligence
3 1250 (51.89%) Data Warehouse
4 1131 (46.95%) SQL Server
5 930 (38.61%) SQL Server Integration Services
6 800 (33.21%) Finance
7 654 (27.15%) Oracle
8 641 (26.61%) SQL Server Reporting Services
9 576 (23.91%) Analytics
10 552 (22.91%) Agile Software Development
11 551 (22.87%) T-SQL
12 520 (21.59%) Data Modelling
12 520 (21.59%) Microsoft
13 459 (19.05%) Analytical Skills
14 414 (17.19%) Big Data
15 413 (17.14%) Java
16 410 (17.02%) SQL Server Analysis Services
17 383 (15.90%) Informatica
18 371 (15.40%) Degree
19 346 (14.36%) Relational Database
20 314 (13.03%) Tableau
21 312 (12.95%) Data Quality
21 312 (12.95%) Hadoop
22 311 (12.91%) MS Excel
23 300 (12.45%) BusinessObjects
24 281 (11.66%) SQL Server 2012
24 281 (11.66%) Data Management
25 261 (10.83%) .NET
26 259 (10.75%) Performance Tuning
27 253 (10.50%) 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
1 121 (5.02%) Apache Spark
2 116 (4.82%) SAS
3 82 (3.40%) SharePoint
4 70 (2.91%) Elasticsearch
5 44 (1.83%) Apache
6 40 (1.66%) Apache Pig
7 33 (1.37%) WebSphere
8 32 (1.33%) Tomcat
9 30 (1.25%) Apache Solr
9 30 (1.25%) IIS
9 30 (1.25%) JBoss
10 23 (0.95%) WebLogic
11 19 (0.79%) Confluence
12 13 (0.54%) Jetty
12 13 (0.54%) nginx
13 11 (0.46%) IPython
13 11 (0.46%) Jupyter
13 11 (0.46%) Oracle SOA Suite
14 6 (0.25%) CMS
15 5 (0.21%) ArcGIS
Applications
1 311 (12.91%) MS Excel
2 53 (2.20%) SPSS
3 25 (1.04%) MS Office
4 13 (0.54%) MS PowerPoint
4 13 (0.54%) Spreadsheet
5 7 (0.29%) MS Visio
6 4 (0.17%) Gephi
7 3 (0.12%) MS Project
8 2 (0.083%) Stata
9 1 (0.042%) Acrobat
9 1 (0.042%) InfoPath
Business Applications
1 30 (1.25%) Markit EDM
2 25 (1.04%) Dynamics AX
3 22 (0.91%) Dynamics CRM
4 19 (0.79%) Adobe Campaign
5 18 (0.75%) Cognos Business Intelligence
6 17 (0.71%) FastStats
6 17 (0.71%) Unica
7 13 (0.54%) Cognos TM1
8 12 (0.50%) Dynamics NAV
8 12 (0.50%) FastStats PeopleStage
8 12 (0.50%) Salesforce.com CRM
9 10 (0.42%) SAP BPC
10 9 (0.37%) Oracle EBS
11 8 (0.33%) Infor M3
12 7 (0.29%) Eloqua
12 7 (0.29%) Oracle 11i
12 7 (0.29%) Oracle EBS R12
13 6 (0.25%) Oracle CRM
13 6 (0.25%) SAP Oil and Gas
14 5 (0.21%) BusinessWorks
Cloud Services
1 194 (8.05%) Amazon AWS
2 68 (2.82%) Microsoft Azure
3 61 (2.53%) Amazon EC2
4 39 (1.62%) GitHub
5 36 (1.49%) Force.com
6 33 (1.37%) Google Cloud Platform
7 31 (1.29%) Cloud Computing
8 29 (1.20%) Amazon EMR
9 26 (1.08%) Google Analytics
10 25 (1.04%) SaaS
11 22 (0.91%) Amazon Kinesis
12 20 (0.83%) Amazon S3
13 14 (0.58%) AWS Elastic Beanstalk
14 11 (0.46%) Amazon ELB
14 11 (0.46%) Route 53
14 11 (0.46%) Virtual Private Cloud
15 9 (0.37%) Adobe Analytics
16 8 (0.33%) Google Tag Manager
17 6 (0.25%) Office 365
18 5 (0.21%) BlueKai
Communications & Networking
1 19 (0.79%) FTP
2 13 (0.54%) HTTP
3 8 (0.33%) Intranet
4 5 (0.21%) Internet
5 3 (0.12%) Wireless
6 2 (0.083%) Network Security
6 2 (0.083%) Remote Desktop
7 1 (0.042%) CTI
7 1 (0.042%) DHCP
7 1 (0.042%) DNS
7 1 (0.042%) Extranet
7 1 (0.042%) Firewall
7 1 (0.042%) Kerberos
7 1 (0.042%) LAN
7 1 (0.042%) LDAP
7 1 (0.042%) SAN
7 1 (0.042%) TCP/IP
7 1 (0.042%) VoIP
7 1 (0.042%) VPN
7 1 (0.042%) WAN
Database & Business Intelligence
1 1250 (51.89%) Data Warehouse
2 1131 (46.95%) SQL Server
3 930 (38.61%) SQL Server Integration Services
4 641 (26.61%) SQL Server Reporting Services
5 414 (17.19%) Big Data
6 410 (17.02%) SQL Server Analysis Services
7 346 (14.36%) Relational Database
8 312 (12.95%) Hadoop
9 300 (12.45%) BusinessObjects
10 281 (11.66%) SQL Server 2012
11 233 (9.67%) QlikView
12 220 (9.13%) SQL Server 2008
13 205 (8.51%) NoSQL
14 202 (8.39%) Oracle Database
15 169 (7.02%) SQL Server 2014
16 165 (6.85%) RDBMS
17 154 (6.39%) MySQL
18 143 (5.94%) OLAP
19 103 (4.28%) MongoDB
20 95 (3.94%) Microsoft Analysis Services
Development Applications
1 116 (4.82%) Talend Open Studio
2 91 (3.78%) Team Foundation Server
3 79 (3.28%) JIRA
4 66 (2.74%) Jenkins
5 58 (2.41%) Git (software)
6 38 (1.58%) Visual Studio
7 34 (1.41%) Oracle APEX
8 32 (1.33%) JUnit
9 28 (1.16%) Gradle
10 27 (1.12%) Maven
10 27 (1.12%) SQL Server Management Studio (SSMS)
10 27 (1.12%) Subversion
11 26 (1.08%) ERwin
11 26 (1.08%) VSS/SourceSafe
12 25 (1.04%) Mercurial
13 24 (1.00%) Eclipse
14 23 (0.95%) IntelliJ
15 20 (0.83%) Selenium
16 19 (0.79%) Mockito
16 19 (0.79%) TestNG
General
1 800 (33.21%) Finance
2 244 (10.13%) Banking
3 172 (7.14%) Marketing
4 155 (6.43%) Retail
5 99 (4.11%) Investment Banking
6 70 (2.91%) Legal
7 44 (1.83%) Games
8 42 (1.74%) Front Office
9 31 (1.29%) Advertising
9 31 (1.29%) Law
10 30 (1.25%) Manufacturing
11 26 (1.08%) Telecoms
12 23 (0.95%) Financial Institution
13 22 (0.91%) Back Office
13 22 (0.91%) Retail Banking
14 19 (0.79%) Publishing
15 18 (0.75%) Corporate Banking
16 17 (0.71%) Private Banking
17 15 (0.62%) Pharmaceutical
18 9 (0.37%) French Language
Job Titles
1 1058 (43.92%) Developer
2 439 (18.22%) SQL Developer
3 354 (14.69%) Architect
4 328 (13.62%) ETL Developer
5 321 (13.33%) Business Intelligence Developer
6 310 (12.87%) Analyst
7 285 (11.83%) SSIS Developer
8 224 (9.30%) Data Architect
9 156 (6.48%) DBA
10 145 (6.02%) SQL BI Developer
11 142 (5.89%) Consultant
12 139 (5.77%) Senior Developer
13 136 (5.65%) SQL Server Developer
14 135 (5.60%) SSRS Developer
15 134 (5.56%) Data Warehouse Developer
16 125 (5.19%) SQL DBA
17 110 (4.57%) Data Engineer
18 107 (4.44%) Informatica Developer
19 98 (4.07%) Data Analyst
19 98 (4.07%) SSAS Developer
Libraries, Frameworks & Software Standards
1 261 (10.83%) .NET
2 225 (9.34%) Web Services
3 222 (9.22%) XML
4 109 (4.52%) HTML
5 89 (3.69%) MDX
6 58 (2.41%) REST
7 57 (2.37%) CSS
8 53 (2.20%) ASP.NET
9 52 (2.16%) SOAP
10 43 (1.78%) JMS
11 38 (1.58%) .NET Framework
12 37 (1.54%) Middleware
13 36 (1.49%) JSON
13 36 (1.49%) RESTful
14 29 (1.20%) jQuery
15 28 (1.16%) Kafka
16 27 (1.12%) JPA
16 27 (1.12%) XSLT
17 26 (1.08%) D3.js
18 24 (1.00%) XSD
Miscellaneous
1 459 (19.05%) Analytical Skills
2 253 (10.50%) Data Integration
3 249 (10.34%) Visualisation
4 191 (7.93%) Computer Science
5 108 (4.48%) Management Information System
6 90 (3.74%) Mathematics
7 67 (2.78%) Enterprise Software
7 67 (2.78%) Replication
8 64 (2.66%) Fintech
9 47 (1.95%) Statistics
10 44 (1.83%) User Experience
11 35 (1.45%) Data Extraction
11 35 (1.45%) Data Structures
12 25 (1.04%) Fixed Income
13 20 (0.83%) Credit Risk
14 19 (0.79%) Clustering
15 18 (0.75%) Equities
15 18 (0.75%) Foreign Exchange (FX)
16 14 (0.58%) Algorithms
17 13 (0.54%) PMI
Operating Systems
1 189 (7.85%) Unix
2 180 (7.47%) Linux
3 140 (5.81%) Windows
4 28 (1.16%) Windows Server
5 19 (0.79%) Red Hat Enterprise Linux
6 8 (0.33%) Windows Server 2012
7 6 (0.25%) Apple iOS
7 6 (0.25%) Solaris
8 5 (0.21%) Android
9 4 (0.17%) Oracle Linux
9 4 (0.17%) Windows Server 2008
10 3 (0.12%) Ubuntu
11 2 (0.083%) SUSE
12 1 (0.042%) Windows 7
12 1 (0.042%) Windows Vista
Processes & Methodologies
1 1277 (53.01%) Business Intelligence
2 576 (23.91%) Analytics
3 552 (22.91%) Agile Software Development
4 520 (21.59%) Data Modelling
5 281 (11.66%) Data Management
6 259 (10.75%) Performance Tuning
7 229 (9.51%) Migration
8 227 (9.42%) Data Architecture
9 217 (9.01%) Kimball Methodology
10 208 (8.63%) SDLC
11 194 (8.05%) Data Analytics
12 191 (7.93%) CRM
13 155 (6.43%) Data Analysis
14 154 (6.39%) Data Visualisation
15 150 (6.23%) Data Migration
16 136 (5.65%) ETL Development
17 131 (5.44%) Scrum
18 130 (5.40%) Stakeholder Management
19 127 (5.27%) Master Data Management
20 125 (5.19%) Dimensional Modelling
Programming Languages
1 1534 (63.68%) SQL
2 551 (22.87%) T-SQL
3 413 (17.14%) Java
4 246 (10.21%) Python
5 245 (10.17%) C#
6 191 (7.93%) PL/SQL
7 117 (4.86%) JavaScript
8 104 (4.32%) R
9 91 (3.78%) Shell Script
10 86 (3.57%) Scala
11 59 (2.45%) VBA
12 47 (1.95%) VB.NET
13 46 (1.91%) Perl
14 45 (1.87%) PowerShell
15 44 (1.83%) Apex Code
16 42 (1.74%) PHP
17 39 (1.62%) Data Analysis Expressions (DAX)
18 28 (1.16%) C++
19 26 (1.08%) C
20 25 (1.04%) Clojure
Qualifications
1 371 (15.40%) Degree
2 28 (1.16%) Microsoft Certification
3 25 (1.04%) Security Cleared
4 19 (0.79%) PMI Certification
5 18 (0.75%) ISEB
6 17 (0.71%) Oracle Certification
6 17 (0.71%) PhD
7 15 (0.62%) ITIL Foundation Certificate
8 12 (0.50%) CIMA
9 11 (0.46%) ACCA
10 10 (0.42%) ISTQB
11 9 (0.37%) OCP
11 9 (0.37%) PRINCE2 Certification
12 7 (0.29%) MCITP
12 7 (0.29%) MCP
13 6 (0.25%) MCSE
13 6 (0.25%) PMP
14 5 (0.21%) AAT
15 4 (0.17%) MCTS
15 4 (0.17%) SC Cleared
Quality Assurance & Compliance
1 312 (12.95%) Data Quality
2 127 (5.27%) QA
3 39 (1.62%) SLA
4 5 (0.21%) CRD IV
4 5 (0.21%) Dodd-Frank
4 5 (0.21%) Solvency II
5 3 (0.12%) FATCA
6 2 (0.083%) SNOMED CT
7 1 (0.042%) COREP
7 1 (0.042%) FINREP
7 1 (0.042%) ISO20022
System Software
1 33 (1.37%) Docker
2 26 (1.08%) Apache Flume
3 20 (0.83%) Active Directory
4 19 (0.79%) HDFS
5 11 (0.46%) VMware Infrastructure
6 9 (0.37%) Ceph
7 4 (0.17%) Oracle RAC
7 4 (0.17%) vSphere
8 2 (0.083%) GPFS
9 1 (0.042%) Firmware
9 1 (0.042%) Microsoft Virtual Server
9 1 (0.042%) Virtual Servers
9 1 (0.042%) VMware Server
Systems Management
1 48 (1.99%) Control-M
2 46 (1.91%) Opscode Chef
3 44 (1.83%) Puppet
4 41 (1.70%) Ansible
5 13 (0.54%) Failover Clustering
6 12 (0.50%) Mesos
7 10 (0.42%) Oracle Enterprise Manager
8 6 (0.25%) Dollar Universe
9 4 (0.17%) Data Guard
9 4 (0.17%) Oracle RMAN
9 4 (0.17%) SCOM
10 3 (0.12%) HP Quality Center
10 3 (0.12%) Oracle EDQ
10 3 (0.12%) Oracle ZFS
11 2 (0.083%) Hadoop YARN
11 2 (0.083%) Oozie
11 2 (0.083%) Perfmon
11 2 (0.083%) ZABBIX
12 1 (0.042%) Systems Management Server (SMS)
12 1 (0.042%) Terraform
Vendors
1 654 (27.15%) Oracle
2 520 (21.59%) Microsoft
3 383 (15.90%) Informatica
4 314 (13.03%) Tableau
5 194 (8.05%) SAP
6 134 (5.56%) Salesforce.com
7 116 (4.82%) Talend
8 112 (4.65%) Cognos
9 81 (3.36%) IBM
10 66 (2.74%) Google
11 61 (2.53%) Teradata
12 48 (1.99%) MicroStrategy
12 48 (1.99%) Netezza
13 42 (1.74%) Adobe
14 41 (1.70%) Sybase
15 39 (1.62%) Ab Initio
16 34 (1.41%) Cloudera
16 34 (1.41%) Hortonworks
17 32 (1.33%) EXASOL
18 28 (1.16%) MuleSoft
City, London
onezeero.
Salary: £50000 - £65000 per annum + Benefits
Posted: 20 hours ago
City, London
Experis Ltd
Salary: £40000 - £52000 per annum
Posted: 20 hours ago
City, London
Third Republic Ltd
Salary: Up to £95,000 per annum
Posted: 18 hours ago
London
Marcus Donald People
Salary: £70000 - £80000 per annum
Posted: 20 hours ago
West London
Hiring People
Salary: £45k - 75k per year
Posted: 18 hours ago
East London
Opus Recruitment Solutions Ltd
Salary: £45000 - £55000 per annum
Posted: 19 hours ago
West London
Hiring People
Salary: £60k - 80k per year
Posted: 18 hours ago
South East London
MatchesFashion.com
Posted: 19 hours ago
London
Harrington Starr
Salary: £60000 - £75000 per annum + Benefits + Bonus
Posted: 7 hours ago
City, London
Pioneer Search
Salary: £55000 - £70000 per annum + Bonus + Benefits
Posted: 16 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £55000 per annum
Posted: 20 hours ago
City, London
Client Server
Salary: £55k to £70k + bonus + benefits
Posted: 19 hours ago
London
Testing Circle Ltd
Salary: £40000 - £50000 per annum + bens
Posted: 3 days ago
City, London
Capital IT Resourcing LTD
Salary: £45000 - £50000 per annum + Benefits
Posted: 4 days ago
London
First Point
Salary: £38000.00 - £48000.00 per annum
Posted: 3 days ago
City, London
First Point
Salary: £38000.00 - £45000.00 per annum
Posted: 3 days ago
London
Oscar
Salary: £35000 - £45000 per annum
Posted: 3 days ago
London
onezeero.
Salary: £50000 - £65000 per annum + Healthcare, Pension, Flexi-Benefits
Posted: 6 days ago
London
ISL
Salary: £35000 - £45000 per annum + Benefits package
Posted: 4 days ago
London
Venturi
Salary: £50000 - £60000 per annum + DOE
Posted: 6 days ago
London
Exposed Solutions
Salary: £40000 - £45000 per annum
Posted: Yesterday
London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 14 hours ago
City, London
Dunsdon Rose
Salary: From £40,000 to £60,000 per annum Bonus + Benefits package
Posted: 3 days ago
London
Joseph Harry Ltd
Salary: £35000 - £50000 per annum + 25% Bonus + 10% Pension
Posted: 2 days ago
London
Digitech Resourcing Ltd
Salary: From £40,000 to £70,000 per annum + Package
Posted: 5 days ago
London
Tech
Salary: From £65,000 to £75,000 per annum
Posted: 4 days ago
London
Parallel Consulting
Salary: £30000 - £40000 per annum + Benefits
Posted: 4 days ago
London
The One Group
Salary: £65k - 75k per year + Benefits
Posted: 4 days ago
City, London
ReThink Recruitment
Salary: 20% bonus
Posted: 20 hours ago
City, London
Parallel Consulting
Salary: £50000 - £75000 per annum
Posted: 3 days ago