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 29 August 2016 with a comparison to the same period over the previous 2 years.

3 months to
29 Aug 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 95 89 85
Rank change year-on-year
-6 -4
Permanent jobs citing ETL 1189 1397 1541
As % of all permanent IT jobs located in London 3.03% 3.22% 3.28%
As % of the Processes & Methodologies category 3.37% 3.65% 3.76%
Number of salaries quoted 1004 1197 1328
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 £42,500 £40,000
10% offered a salary of more than £85,500 £82,500 £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
35258 38275 40938
As % of all permanent IT jobs located in London 89.86% 88.26% 87.04%
Number of salaries quoted 30550 32260 33760
Median salary £60,000 £58,000 £55,000
Median salary % change year-on-year
+3.44% +5.45%
90% offered a salary of more than £40,000 £37,620 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
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 29 August 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 29 August 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 -19 193 £62,500 +8.69% 30
Wimbledon -3 12 £56,250 -
Clapham - 8 £52,500 -
Croydon - 5 £60,000 - 2
Harrow +7 4 £37,500 -25.00%
Ilford - 4 £37,000 -
Beckenham - 4 £42,500 - 2
Feltham +7 3 £47,500 -
Hayes - 3 £48,500 -
Bromley -3 1 - -
Brentford -5 1 £61,000 +74.28%
Canary Wharf -6 1 £55,000 -15.38%
Teddington - 1 - -
Twickenham - 1 - -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 29 August 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 1629 (64.49%) SQL
2 1364 (54.00%) Business Intelligence
3 1319 (52.22%) Data Warehouse
4 1222 (48.38%) SQL Server
5 1011 (40.02%) SQL Server Integration Services
6 841 (33.29%) Finance
7 686 (27.16%) SQL Server Reporting Services
8 634 (25.10%) Oracle
9 608 (24.07%) Analytics
10 598 (23.67%) Microsoft
11 589 (23.32%) T-SQL
12 566 (22.41%) Agile Software Development
13 542 (21.46%) Data Modelling
14 514 (20.35%) Analytical Skills
15 450 (17.81%) SQL Server Analysis Services
16 438 (17.34%) Big Data
17 410 (16.23%) Informatica
18 394 (15.60%) Java
19 382 (15.12%) Degree
20 360 (14.25%) MS Excel
21 348 (13.78%) Relational Database
22 343 (13.58%) BusinessObjects
22 343 (13.58%) Tableau
23 320 (12.67%) Hadoop
24 311 (12.31%) Data Management
25 308 (12.19%) SQL Server 2012
26 307 (12.15%) Data Quality
27 279 (11.05%) .NET
28 277 (10.97%) SQL Server 2008
29 269 (10.65%) 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
1 137 (5.42%) Apache Spark
2 121 (4.79%) SAS
3 93 (3.68%) SharePoint
4 57 (2.26%) Elasticsearch
5 44 (1.74%) Apache
5 44 (1.74%) Apache Pig
6 34 (1.35%) WebSphere
7 33 (1.31%) Tomcat
8 29 (1.15%) Apache Solr
9 27 (1.07%) IIS
10 24 (0.95%) JBoss
11 19 (0.75%) Confluence
12 18 (0.71%) WebLogic
13 15 (0.59%) IPython
13 15 (0.59%) Jupyter
14 13 (0.51%) Jetty
14 13 (0.51%) nginx
15 8 (0.32%) BizTalk Server
16 6 (0.24%) CMS
17 5 (0.20%) ArcGIS
Applications
1 360 (14.25%) MS Excel
2 44 (1.74%) SPSS
3 26 (1.03%) MS Office
4 17 (0.67%) Spreadsheet
5 14 (0.55%) MS PowerPoint
6 9 (0.36%) MS Visio
7 4 (0.16%) Gephi
8 3 (0.12%) MS Project
9 1 (0.040%) Acrobat
Business Applications
1 31 (1.23%) Markit EDM
2 29 (1.15%) Dynamics AX
3 26 (1.03%) Dynamics CRM
4 21 (0.83%) Adobe Campaign
5 18 (0.71%) Cognos Business Intelligence
5 18 (0.71%) Unica
6 16 (0.63%) FastStats
7 14 (0.55%) Dynamics NAV
8 13 (0.51%) FastStats PeopleStage
9 12 (0.48%) Salesforce.com CRM
10 11 (0.44%) Infor M3
11 10 (0.40%) Cognos TM1
11 10 (0.40%) Oracle EBS R12
12 9 (0.36%) Oracle EBS
12 9 (0.36%) SAP BPC
13 8 (0.32%) Oracle 11i
14 7 (0.28%) Eloqua
15 5 (0.20%) BusinessWorks
15 5 (0.20%) PeopleSoft Financials
15 5 (0.20%) TIBCO BusinessEvents
Cloud Services
1 177 (7.01%) Amazon AWS
2 66 (2.61%) Microsoft Azure
3 51 (2.02%) Amazon EC2
4 39 (1.54%) GitHub
5 34 (1.35%) Force.com
6 29 (1.15%) Google Analytics
6 29 (1.15%) Google Cloud Platform
7 27 (1.07%) Cloud Computing
8 24 (0.95%) Amazon Kinesis
9 22 (0.87%) SaaS
10 18 (0.71%) Amazon EMR
11 14 (0.55%) AWS Elastic Beanstalk
12 11 (0.44%) Amazon S3
13 9 (0.36%) Adobe Analytics
14 8 (0.32%) Amazon ELB
14 8 (0.32%) Google Tag Manager
14 8 (0.32%) Route 53
14 8 (0.32%) Virtual Private Cloud
15 6 (0.24%) BlueKai
16 4 (0.16%) iPaaS
Communications & Networking
1 19 (0.75%) FTP
2 10 (0.40%) HTTP
3 7 (0.28%) Internet
4 3 (0.12%) Intranet
4 3 (0.12%) TCP/IP
4 3 (0.12%) Wireless
5 2 (0.079%) Kerberos
5 2 (0.079%) Network Security
5 2 (0.079%) Remote Desktop
5 2 (0.079%) SSL
6 1 (0.040%) CTI
6 1 (0.040%) DHCP
6 1 (0.040%) Extranet
6 1 (0.040%) LAN
6 1 (0.040%) LDAP
6 1 (0.040%) NAS
6 1 (0.040%) SAN
6 1 (0.040%) VoIP
6 1 (0.040%) VPN
6 1 (0.040%) WAN
Database & Business Intelligence
1 1319 (52.22%) Data Warehouse
2 1222 (48.38%) SQL Server
3 1011 (40.02%) SQL Server Integration Services
4 686 (27.16%) SQL Server Reporting Services
5 450 (17.81%) SQL Server Analysis Services
6 438 (17.34%) Big Data
7 348 (13.78%) Relational Database
8 343 (13.58%) BusinessObjects
9 320 (12.67%) Hadoop
10 308 (12.19%) SQL Server 2012
11 277 (10.97%) SQL Server 2008
12 267 (10.57%) QlikView
13 207 (8.19%) Oracle Database
14 190 (7.52%) NoSQL
15 183 (7.24%) SQL Server 2014
16 162 (6.41%) RDBMS
17 158 (6.25%) OLAP
18 149 (5.90%) MySQL
19 100 (3.96%) Amazon Redshift
20 97 (3.84%) PowerCenter
Development Applications
1 109 (4.32%) Talend Open Studio
2 92 (3.64%) Team Foundation Server
3 75 (2.97%) JIRA
4 63 (2.49%) Jenkins
5 49 (1.94%) Git (software)
6 38 (1.50%) Visual Studio
7 32 (1.27%) SQL Server Management Studio (SSMS)
8 30 (1.19%) Oracle APEX
8 30 (1.19%) Subversion
9 28 (1.11%) Mercurial
9 28 (1.11%) VSS/SourceSafe
10 27 (1.07%) Maven
11 24 (0.95%) Eclipse
11 24 (0.95%) ERwin
11 24 (0.95%) JUnit
12 23 (0.91%) Selenium
13 15 (0.59%) Hudson
13 15 (0.59%) Octopus Deploy
14 13 (0.51%) IntelliJ
14 13 (0.51%) Sonatype Nexus
General
1 841 (33.29%) Finance
2 264 (10.45%) Banking
3 183 (7.24%) Marketing
4 158 (6.25%) Retail
5 109 (4.32%) Investment Banking
6 77 (3.05%) Legal
7 45 (1.78%) Front Office
7 45 (1.78%) Games
7 45 (1.78%) Law
8 39 (1.54%) Advertising
9 34 (1.35%) Publishing
9 34 (1.35%) Telecoms
10 29 (1.15%) Manufacturing
11 25 (0.99%) Back Office
12 23 (0.91%) Financial Institution
13 20 (0.79%) Retail Banking
14 15 (0.59%) Pharmaceutical
15 13 (0.51%) Corporate Banking
15 13 (0.51%) Private Banking
16 11 (0.44%) French Language
Job Titles
1 1153 (45.65%) Developer
2 478 (18.92%) SQL Developer
3 364 (14.41%) Business Intelligence Developer
4 345 (13.66%) ETL Developer
5 323 (12.79%) Analyst
6 317 (12.55%) Architect
7 315 (12.47%) SSIS Developer
8 205 (8.12%) Data Architect
9 165 (6.53%) SQL BI Developer
10 159 (6.29%) Consultant
11 158 (6.25%) Senior Developer
12 155 (6.14%) Data Warehouse Developer
13 149 (5.90%) DBA
14 147 (5.82%) SQL Server Developer
15 142 (5.62%) SSRS Developer
16 121 (4.79%) SQL DBA
17 117 (4.63%) Informatica Developer
18 107 (4.24%) Data Engineer
19 106 (4.20%) Data Analyst
20 101 (4.00%) SSAS Developer
Libraries, Frameworks & Software Standards
1 279 (11.05%) .NET
2 239 (9.46%) XML
3 222 (8.79%) Web Services
4 124 (4.91%) HTML
5 119 (4.71%) MDX
6 72 (2.85%) CSS
7 65 (2.57%) ASP.NET
8 61 (2.41%) REST
9 55 (2.18%) SOAP
10 48 (1.90%) JMS
11 44 (1.74%) JSON
12 38 (1.50%) .NET Framework
13 34 (1.35%) Middleware
14 32 (1.27%) HTML5
15 31 (1.23%) D3.js
15 31 (1.23%) XSLT
16 30 (1.19%) Kafka
17 29 (1.15%) jQuery
17 29 (1.15%) RESTful
18 28 (1.11%) XSD
Miscellaneous
1 514 (20.35%) Analytical Skills
2 269 (10.65%) Data Integration
3 262 (10.37%) Visualisation
4 196 (7.76%) Computer Science
5 120 (4.75%) Management Information System
6 82 (3.25%) Mathematics
7 65 (2.57%) Enterprise Software
7 65 (2.57%) Replication
8 59 (2.34%) Fintech
9 52 (2.06%) Statistics
10 40 (1.58%) User Experience
11 35 (1.39%) Data Structures
12 30 (1.19%) Data Extraction
13 28 (1.11%) Fixed Income
14 26 (1.03%) Credit Risk
15 22 (0.87%) Clustering
16 21 (0.83%) Foreign Exchange (FX)
17 20 (0.79%) Equities
18 18 (0.71%) Derivative
19 15 (0.59%) Algorithms
Operating Systems
1 186 (7.36%) Unix
2 175 (6.93%) Linux
3 135 (5.34%) Windows
4 33 (1.31%) Windows Server
5 11 (0.44%) Red Hat Enterprise Linux
6 8 (0.32%) Apple iOS
6 8 (0.32%) Solaris
7 7 (0.28%) Android
8 5 (0.20%) Windows Server 2012
9 4 (0.16%) Oracle Linux
9 4 (0.16%) Windows Server 2008
10 2 (0.079%) SUSE
10 2 (0.079%) Ubuntu
11 1 (0.040%) FreeBSD
11 1 (0.040%) HPUX
11 1 (0.040%) Windows 7
11 1 (0.040%) Windows Vista
Processes & Methodologies
1 1364 (54.00%) Business Intelligence
2 608 (24.07%) Analytics
3 566 (22.41%) Agile Software Development
4 542 (21.46%) Data Modelling
5 311 (12.31%) Data Management
6 267 (10.57%) Performance Tuning
7 242 (9.58%) Data Architecture
8 236 (9.34%) Kimball Methodology
9 227 (8.99%) Migration
10 222 (8.79%) SDLC
11 206 (8.16%) Data Analytics
12 193 (7.64%) CRM
13 173 (6.85%) Data Analysis
14 163 (6.45%) ETL Development
15 158 (6.25%) Data Visualisation
16 152 (6.02%) Data Migration
17 140 (5.54%) Dimensional Modelling
18 136 (5.38%) Stakeholder Management
19 130 (5.15%) Project Management
20 126 (4.99%) Scrum
Programming Languages
1 1629 (64.49%) SQL
2 589 (23.32%) T-SQL
3 394 (15.60%) Java
4 268 (10.61%) C#
5 251 (9.94%) Python
6 204 (8.08%) PL/SQL
7 123 (4.87%) JavaScript
8 100 (3.96%) R
9 89 (3.52%) Shell Script
10 77 (3.05%) Scala
11 70 (2.77%) VBA
12 56 (2.22%) VB.NET
13 49 (1.94%) Perl
14 42 (1.66%) Apex Code
15 41 (1.62%) Data Analysis Expressions (DAX)
16 40 (1.58%) PHP
16 40 (1.58%) PowerShell
17 32 (1.27%) C++
18 31 (1.23%) C
19 17 (0.67%) Clojure
Qualifications
1 382 (15.12%) Degree
2 35 (1.39%) Security Cleared
3 27 (1.07%) Microsoft Certification
4 21 (0.83%) ISEB
5 20 (0.79%) PMI Certification
6 17 (0.67%) PhD
7 15 (0.59%) ITIL Foundation Certificate
8 13 (0.51%) Oracle Certification
8 13 (0.51%) PRINCE2 Certification
9 10 (0.40%) CIMA
9 10 (0.40%) DV Cleared
9 10 (0.40%) PMP
10 9 (0.36%) ACCA
10 9 (0.36%) ISTQB
10 9 (0.36%) SC Cleared
11 7 (0.28%) MCITP
11 7 (0.28%) MCP
11 7 (0.28%) OCP
12 4 (0.16%) AAT
12 4 (0.16%) MCSE
Quality Assurance & Compliance
1 307 (12.15%) Data Quality
2 118 (4.67%) QA
3 42 (1.66%) SLA
4 6 (0.24%) Solvency II
5 5 (0.20%) Dodd-Frank
6 3 (0.12%) CRD IV
6 3 (0.12%) FATCA
7 2 (0.079%) Basel II
7 2 (0.079%) SNOMED CT
8 1 (0.040%) COREP
8 1 (0.040%) FINREP
8 1 (0.040%) HL7
8 1 (0.040%) ISO20022
System Software
1 32 (1.27%) Apache Flume
2 30 (1.19%) Docker
3 22 (0.87%) Active Directory
4 21 (0.83%) HDFS
5 12 (0.48%) VMware Infrastructure
6 9 (0.36%) Ceph
7 4 (0.16%) Oracle RAC
7 4 (0.16%) vSphere
8 2 (0.079%) GPFS
9 1 (0.040%) Firmware
9 1 (0.040%) KVM
9 1 (0.040%) Microsoft Virtual Server
9 1 (0.040%) Samba
9 1 (0.040%) Virtual Servers
9 1 (0.040%) XenServer
Systems Management
1 51 (2.02%) Control-M
2 40 (1.58%) Puppet
3 36 (1.43%) Opscode Chef
4 32 (1.27%) Ansible
5 11 (0.44%) Failover Clustering
6 10 (0.40%) Mesos
7 7 (0.28%) Hadoop YARN
7 7 (0.28%) Oozie
7 7 (0.28%) Oracle Enterprise Manager
8 6 (0.24%) Dollar Universe
9 4 (0.16%) Oracle RMAN
9 4 (0.16%) SCOM
10 3 (0.12%) HP Quality Center
10 3 (0.12%) Jitterbit
10 3 (0.12%) Oracle EDQ
10 3 (0.12%) Oracle ZFS
11 2 (0.079%) Ambari
11 2 (0.079%) Perfmon
11 2 (0.079%) ZABBIX
12 1 (0.040%) Data Guard
Vendors
1 634 (25.10%) Oracle
2 598 (23.67%) Microsoft
3 410 (16.23%) Informatica
4 343 (13.58%) Tableau
5 215 (8.51%) SAP
6 127 (5.03%) Salesforce.com
7 109 (4.32%) Cognos
7 109 (4.32%) Talend
8 87 (3.44%) IBM
9 71 (2.81%) Teradata
10 62 (2.45%) Google
11 53 (2.10%) Netezza
12 50 (1.98%) Ab Initio
12 50 (1.98%) MicroStrategy
13 45 (1.78%) Adobe
13 45 (1.78%) Cloudera
14 42 (1.66%) EXASOL
15 39 (1.54%) Hortonworks
15 39 (1.54%) Sybase
16 31 (1.23%) TIBCO
London
Harrington Starr
Salary: £70000 - £90000 per annum + bonus + benefits
Posted: 21 hours ago
London
Joseph Harry Ltd
Salary: £45000 - £60000 per annum + 25% Bonus + 10% Pension
Posted: Yesterday
South East London
Green Thompson Consulting
Salary: From £30,000 to £35,000 per annum
Posted: 3 days ago
City, London
Schroders plc
Salary: Unspecified
Posted: 12 hours ago
London
Eutopia Solutions Ltd
Salary: £32000 - £37000 per annum + corporate benefits
Posted: 3 days ago
London
Complete Tech Limited
Salary: Up to £55,000 per annum + bonus + life assurance + pension + more
Posted: 2 days ago
London
Westbourne Partners
Salary: From £50,000 to £65,000 per annum
Posted: 3 days ago
South East London
Green Thompson Consulting
Salary: From £40,000 to £45,000 per annum
Posted: 3 days ago
London
McGregor Boyall
Salary: £70000 - £90000 per annum
Posted: 3 days ago
City, London
Harris Rubbert Associates
Salary: Up to £80,000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £70000 - £80000 per annum + bonus + bens
Posted: 20 hours ago
City, London
Sanderson
Salary: £35000.00 - £40000.00 per annum
Posted: 3 days ago
London
Redrock Consulting Ltd
Salary: £50000 - £65000 per annum
Posted: 5 days ago
London
Lawrence Harvey Enterprise
Salary: £50000.00 - £60000.00 per annum + pension, health care, discounts
Posted: 4 days ago
London
Codex
Salary: From £40,000 to £65,000 per annum
Posted: 5 days ago
City, London
Sanderson
Salary: £45000.00 - £48000.00 per annum
Posted: 3 days ago
London
Digital Gurus
Salary: £50000 - £60000 Per Annum + benefits
Posted: 3 days ago
London
Talent International
Salary: £50000 - £55000 per annum + Benefits
Posted: 5 days ago
North West London
Brightred Resourcing Limited
Salary: From £50,000 to £60,000 per annum
Posted: 4 days ago
City, London
Eames Consulting
Salary: £50000 - £55000 per annum
Posted: 5 days ago
London
Venturi
Salary: £65000 - £70000 per annum + Bonus + Benefits
Posted: 3 days ago
London
Polar Recruitment
Salary: £230 per day
Posted: 3 days ago
London
onezeero.
Salary: £30000 - £40000 per annum + Benefits + Bonus
Posted: 6 days ago
London
Redrock Consulting Ltd
Salary: £25000.00 - £30000.00 per annum + Bonus, Pension
Posted: 6 days ago
East London
Cognizant
Posted: 4 days ago
Central London / West End
Client Server
Salary: £30k to £38k + bonus + benefits
Posted: 3 days ago
London
Mason Frank International
Salary: £70000 - £90000 per annum
Posted: 6 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £55000 per annum
Posted: 5 days ago
London
Talent International
Salary: £70000 - £95000 per annum + Benefits
Posted: 5 days ago
Central London / West End
Gamesys
Posted: 3 days ago