The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England / London
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 122 96 94
Rank change year-on-year -26 -2  
Permanent jobs citing ETL 1001 1274 1451
As % of all permanent IT jobs advertised in London 2.76% 3.18% 3.23%
As % of the Processes & Methodologies category 3.03% 3.51% 3.63%
Number of salaries quoted 786 1038 1231
Median salary £57,500 £57,500 £60,000
Median salary % change year-on-year - -4.16%  
90% offered a salary of more than £40,000 £42,500 £42,500
10% offered a salary of more than £77,500 £77,500 £85,000
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for process and methodology skills.

Process & Methodology Skills
London
Permanent job vacancies with a requirement for process and methodology skills 32999 36295 39974
As % of all permanent IT job vacancies advertised in London 91.07% 90.60% 89.01%
Number of salaries quoted 26315 31429 33583
Median salary £61,500 £60,000 £57,500
Median salary % change year-on-year +2.50% +4.34%  
90% offered a salary of more than £40,000 £40,000 £37,500
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

ETL
Job Vacancy Trend in London

The job posting trend of jobs advertised in London citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL in London

ETL
Salary Trend in London

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

Salary trend for ETL in London

ETL
Salary Histogram in London

The salary distribution of IT jobs citing ETL in London over the 3 months to 24 June 2017.

Salary histogram for ETL 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 June 2017. 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 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 +29 178 £59,500 -0.83% 23
Ealing - 12 £40,000 -
Greenford - 10 £40,000 -
Heathrow +6 5 £40,000 -27.27%
West End of London +5 3 £60,000 -20.00% 4
Chiswick -18 3 £46,500 -15.45%
Wimbledon +9 2 £92,500 +15.62%
Bromley -6 2 £80,000 +68.42%
Canary Wharf -12 2 £72,500 +11.53%
Teddington +3 1 £50,000 -
Uxbridge -6 1 - -
Docklands, London - 1 - -
Hackney - 1 - -
Moorgate - 1 £42,500 -
Kingston Upon Thames - 1 £38,650 - 1
Mitcham - 1 £50,000 -
ETL
England

For the 6 months to 24 June 2017, 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 1350 (69.59%) SQL
2 1021 (52.63%) Business Intelligence
3 1012 (52.16%) Data Warehouse
4 913 (47.06%) SQL Server
5 830 (42.78%) SQL Server Integration Services
6 620 (31.96%) Microsoft
7 609 (31.39%) Agile Software Development
8 578 (29.79%) Finance
9 539 (27.78%) SQL Server Reporting Services
10 514 (26.49%) Analytics
11 485 (25.00%) SQL Server Analysis Services
12 472 (24.33%) Big Data
13 468 (24.12%) T-SQL
14 466 (24.02%) Oracle
15 394 (20.31%) Data Modelling
16 375 (19.33%) Java
17 325 (16.75%) Tableau
18 318 (16.39%) Degree
19 316 (16.29%) Visualisation
19 316 (16.29%) Relational Database
20 309 (15.93%) Analytical Skills
21 297 (15.31%) Power BI
22 296 (15.26%) Python
23 253 (13.04%) Hadoop
24 218 (11.24%) Microsoft Azure
25 216 (11.13%) QlikView
26 209 (10.77%) Linux
27 208 (10.72%) Data Visualisation
28 207 (10.67%) Informatica
29 203 (10.46%) .NET

ETL
Co-occurring 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
1 150 (7.73%) Apache Spark
2 61 (3.14%) Apache
3 60 (3.09%) SAS
4 54 (2.78%) Tomcat
5 49 (2.53%) Elasticsearch
5 49 (2.53%) JBoss
6 42 (2.16%) SharePoint
7 39 (2.01%) Confluence
7 39 (2.01%) IIS
8 37 (1.91%) Oracle SOA Suite
9 24 (1.24%) Apache Pig
10 23 (1.19%) WebLogic
10 23 (1.19%) WebSphere
11 21 (1.08%) CMS
12 19 (0.98%) Jetty
12 19 (0.98%) nginx
13 18 (0.93%) Apache Solr
14 17 (0.88%) Sitecore CMS
15 14 (0.72%) Oracle Workflow
16 9 (0.46%) Apache Airflow
Applications
1 167 (8.61%) Microsoft Excel
2 43 (2.22%) MS Visio
3 35 (1.80%) Microsoft Office
4 32 (1.65%) SPSS
5 20 (1.03%) Microsoft PowerPoint
6 6 (0.31%) Spreadsheet
7 1 (0.052%) Microsoft Project
7 1 (0.052%) Weka
Business Applications
1 19 (0.98%) Cognos Business Intelligence
1 19 (0.98%) Salesforce.com CRM
2 17 (0.88%) Dynamics CRM
3 14 (0.72%) Hyperion Planning
4 13 (0.67%) HFM
5 12 (0.62%) Hyperion Enterprise
6 11 (0.57%) Cognos TM1
7 8 (0.41%) Markit EDM
7 8 (0.41%) SAP Oil and Gas
8 6 (0.31%) Dynamics AX
9 5 (0.26%) Dynamics GP
9 5 (0.26%) SAP ERP
10 4 (0.21%) NetSuite
10 4 (0.21%) Oracle Payables
11 3 (0.15%) Infor CRM
11 3 (0.15%) Oracle CRM
12 2 (0.10%) Dynamics NAV
12 2 (0.10%) FLEXCUBE
12 2 (0.10%) PolarLake
12 2 (0.10%) Unit4 Business World
Cloud Services
1 218 (11.24%) Microsoft Azure
2 203 (10.46%) Amazon AWS
3 53 (2.73%) GitHub
3 53 (2.73%) Google Cloud Platform
4 43 (2.22%) SaaS
5 39 (2.01%) Azure Machine Learning
6 32 (1.65%) Cloud Computing
7 29 (1.49%) Amazon EC2
8 26 (1.34%) Google Analytics
9 15 (0.77%) IaaS
10 12 (0.62%) Force.com
11 11 (0.57%) Amazon S3
11 11 (0.57%) Office 365
12 8 (0.41%) iPaaS
12 8 (0.41%) PaaS
13 7 (0.36%) Amazon EMR
13 7 (0.36%) AWS Lambda
14 5 (0.26%) Amazon Kinesis
14 5 (0.26%) Azure Data Factory
15 3 (0.15%) Adobe Analytics
Communications & Networking
1 12 (0.62%) Intranet
1 12 (0.62%) Kerberos
2 11 (0.57%) HTTP
3 10 (0.52%) Internet
4 8 (0.41%) LDAP
4 8 (0.41%) TCP/IP
5 7 (0.36%) Firewall
5 7 (0.36%) HTTPS
5 7 (0.36%) SNMP
6 4 (0.21%) Broadband
6 4 (0.21%) FTP
6 4 (0.21%) SSL
7 3 (0.15%) GoToMeeting
7 3 (0.15%) NAS
7 3 (0.15%) SAN
7 3 (0.15%) VoIP
7 3 (0.15%) VPN
7 3 (0.15%) WebEx
8 2 (0.10%) CTI
9 1 (0.052%) Network Security
Database & Business Intelligence
1 1012 (52.16%) Data Warehouse
2 913 (47.06%) SQL Server
3 830 (42.78%) SQL Server Integration Services
4 539 (27.78%) SQL Server Reporting Services
5 485 (25.00%) SQL Server Analysis Services
6 472 (24.33%) Big Data
7 316 (16.29%) Relational Database
8 297 (15.31%) Power BI
9 253 (13.04%) Hadoop
10 216 (11.13%) QlikView
11 190 (9.79%) OLAP
12 189 (9.74%) NoSQL
13 177 (9.12%) SQL Server 2012
14 152 (7.84%) BusinessObjects
15 134 (6.91%) RDBMS
16 131 (6.75%) MySQL
17 116 (5.98%) OLAP Cube
18 111 (5.72%) Oracle Database
19 101 (5.21%) SQL Server 2016
20 95 (4.90%) Apache Hive
Development Applications
1 128 (6.60%) Talend Open Studio
2 113 (5.82%) JIRA
3 70 (3.61%) Subversion
3 70 (3.61%) TeamCity
4 62 (3.20%) Git (software)
5 59 (3.04%) Visual Studio
6 44 (2.27%) Team Foundation Server
7 39 (2.01%) Maven
8 38 (1.96%) Jenkins
9 28 (1.44%) Ant
9 28 (1.44%) Gradle
9 28 (1.44%) Selenium
10 26 (1.34%) PowerDesigner
11 25 (1.29%) Eclipse
12 20 (1.03%) HP UFT
12 20 (1.03%) JUnit
12 20 (1.03%) Rational Functional Tester
13 19 (0.98%) Hudson
13 19 (0.98%) Sonatype Nexus
14 18 (0.93%) SQL Server Management Studio (SSMS)
General
1 578 (29.79%) Finance
2 202 (10.41%) Banking
3 167 (8.61%) Retail
4 113 (5.82%) Marketing
5 83 (4.28%) Investment Banking
6 63 (3.25%) Legal
7 60 (3.09%) Retail Banking
8 58 (2.99%) Front Office
8 58 (2.99%) Games
9 42 (2.16%) Advertising
10 36 (1.86%) Law
11 34 (1.75%) Pharmaceutical
12 30 (1.55%) Telecoms
13 24 (1.24%) Private Banking
14 23 (1.19%) Corporate Banking
15 20 (1.03%) Polish Language
16 18 (0.93%) Publishing
17 15 (0.77%) Multimedia
18 14 (0.72%) Back Office
19 11 (0.57%) Manufacturing
Job Titles
1 885 (45.62%) Developer
2 403 (20.77%) Business Intelligence Developer
3 333 (17.16%) SQL Developer
4 282 (14.54%) Analyst
5 196 (10.10%) Architect
6 172 (8.87%) SSIS Developer
7 167 (8.61%) Data Engineer
8 150 (7.73%) ETL Developer
9 139 (7.16%) Data Warehouse Developer
10 137 (7.06%) Senior Developer
10 137 (7.06%) SQL BI Developer
11 127 (6.55%) Business Developer
12 125 (6.44%) Business Intelligence Analyst
13 118 (6.08%) SSAS Developer
14 112 (5.77%) SSRS Developer
15 109 (5.62%) Consultant
16 105 (5.41%) SQL Server Developer
17 102 (5.26%) Data Architect
18 98 (5.05%) SQL Analyst
19 86 (4.43%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 203 (10.46%) .NET
2 147 (7.58%) Web Services
3 127 (6.55%) MDX
4 121 (6.24%) XML
5 79 (4.07%) HTML
6 72 (3.71%) Kafka
7 62 (3.20%) SOAP
8 54 (2.78%) CSS
9 52 (2.68%) ASP.NET
9 52 (2.68%) REST
10 46 (2.37%) Spring
11 45 (2.32%) J2EE
12 44 (2.27%) Flask
13 42 (2.16%) Oracle GoldenGate
14 41 (2.11%) .NET Framework
15 40 (2.06%) RESTful
16 38 (1.96%) Hibernate
16 38 (1.96%) Node.js
17 34 (1.75%) JSON
18 32 (1.65%) WSDL
Miscellaneous
1 309 (15.93%) Analytical Skills
2 199 (10.26%) Computer Science
3 100 (5.15%) Management Information System
4 65 (3.35%) Fintech
5 61 (3.14%) Data Structures
6 50 (2.58%) Algorithms
7 44 (2.27%) Greenfield Project
8 37 (1.91%) Enterprise Software
9 29 (1.49%) Life Science
9 29 (1.49%) Replication
10 25 (1.29%) User Experience
11 19 (0.98%) Clustering
12 18 (0.93%) Hedge funds
12 18 (0.93%) Linux Command Line
13 16 (0.82%) Semantic Web
14 15 (0.77%) NHS
15 11 (0.57%) Online Gambling
15 11 (0.57%) Reference Data
16 9 (0.46%) Digital Media
17 8 (0.41%) Credit Risk
Operating Systems
1 209 (10.77%) Linux
2 111 (5.72%) Unix
3 83 (4.28%) Windows
4 24 (1.24%) Red Hat Enterprise Linux
5 10 (0.52%) Windows Server 2012
6 6 (0.31%) Android
7 5 (0.26%) Windows Server
7 5 (0.26%) Windows Server 2008
8 3 (0.15%) Windows 7
9 2 (0.10%) Apple iOS
9 2 (0.10%) Mesosphere
10 1 (0.052%) CentOS
10 1 (0.052%) Fedora
10 1 (0.052%) VMS
Processes & Methodologies
1 1021 (52.63%) Business Intelligence
2 609 (31.39%) Agile Software Development
3 514 (26.49%) Analytics
4 394 (20.31%) Data Modelling
5 316 (16.29%) Visualisation
6 208 (10.72%) Data Visualisation
7 201 (10.36%) Data Management
8 199 (10.26%) Scrum
9 184 (9.48%) Data Integration
10 169 (8.71%) Kimball Methodology
11 154 (7.94%) SDLC
12 131 (6.75%) Performance Tuning
13 125 (6.44%) DevOps
14 119 (6.13%) Data Analytics
15 118 (6.08%) Dimensional Modelling
16 109 (5.62%) Migration
17 106 (5.46%) Machine Learning
18 104 (5.36%) Test Automation
19 101 (5.21%) CRM
20 99 (5.10%) ETL Development
Programming Languages
1 1350 (69.59%) SQL
2 468 (24.12%) T-SQL
3 375 (19.33%) Java
4 296 (15.26%) Python
5 182 (9.38%) C#
6 174 (8.97%) JavaScript
7 172 (8.87%) R
8 143 (7.37%) PL/SQL
9 85 (4.38%) Scala
10 82 (4.23%) Data Analysis Expressions (DAX)
11 70 (3.61%) Shell Script
12 49 (2.53%) Groovy
13 41 (2.11%) VBA
14 30 (1.55%) PowerShell
15 26 (1.34%) C++
16 25 (1.29%) MATLAB
16 25 (1.29%) PHP
17 21 (1.08%) VBScript
18 20 (1.03%) C
19 18 (0.93%) Bash Shell
Qualifications
1 318 (16.39%) Degree
2 85 (4.38%) Computer Science Degree
3 33 (1.70%) Numerate Degree
4 29 (1.49%) Master's Degree
5 26 (1.34%) Microsoft Certification
6 17 (0.88%) ITIL Foundation Certificate
7 16 (0.82%) ISEB
8 10 (0.52%) SC Cleared
8 10 (0.52%) Security Cleared
9 9 (0.46%) ISTQB
10 8 (0.41%) ITIL Certification
10 8 (0.41%) Oracle Certification
11 6 (0.31%) MCP
11 6 (0.31%) PMI Certification
12 4 (0.21%) MCSE
12 4 (0.21%) PhD
12 4 (0.21%) PMP
12 4 (0.21%) Postgraduate
13 3 (0.15%) ACCA
13 3 (0.15%) CIMA
Quality Assurance & Compliance
1 201 (10.36%) Data Quality
2 120 (6.19%) QA
3 24 (1.24%) SLA
4 14 (0.72%) Sarbanes-Oxley
5 8 (0.41%) Solvency II
6 4 (0.21%) GDPR
6 4 (0.21%) ISO/IEC 27001
7 3 (0.15%) MiFID
7 3 (0.15%) PMO
8 2 (0.10%) FATCA
8 2 (0.10%) GCP
8 2 (0.10%) IFRS
9 1 (0.052%) Basel III
9 1 (0.052%) GAAP
9 1 (0.052%) IFRS 9
System Software
1 30 (1.55%) HDFS
2 17 (0.88%) Active Directory
2 17 (0.88%) Apache Flume
3 13 (0.67%) Docker
4 2 (0.10%) Tivoli Workload Scheduler
4 2 (0.10%) Virtual Machines
5 1 (0.052%) Apache ZooKeeper
5 1 (0.052%) iptables
5 1 (0.052%) KVM
5 1 (0.052%) Oracle RAC
5 1 (0.052%) VMware Infrastructure
5 1 (0.052%) vSphere
5 1 (0.052%) Xen
Systems Management
1 20 (1.03%) Ansible
2 19 (0.98%) Control-M
3 17 (0.88%) Opscode Chef
4 15 (0.77%) Puppet
5 7 (0.36%) Tivoli
6 5 (0.26%) logstash
6 5 (0.26%) Oozie
6 5 (0.26%) Oracle Enterprise Manager
6 5 (0.26%) SCCM
7 3 (0.15%) Hadoop YARN
7 3 (0.15%) Kubernetes
8 2 (0.10%) Ambari
8 2 (0.10%) Docker Swarm
8 2 (0.10%) Terraform
9 1 (0.052%) CA Single Sign-On
9 1 (0.052%) Microsoft Clustering
9 1 (0.052%) OpenSSO
9 1 (0.052%) Perfmon
9 1 (0.052%) Systems Management Server (SMS)
9 1 (0.052%) yum
Vendors
1 620 (31.96%) Microsoft
2 466 (24.02%) Oracle
3 325 (16.75%) Tableau
4 207 (10.67%) Informatica
5 128 (6.60%) Talend
6 99 (5.10%) SAP
7 84 (4.33%) Google
8 71 (3.66%) Salesforce.com
9 68 (3.51%) Sybase
10 65 (3.35%) Cognos
11 57 (2.94%) MicroStrategy
11 57 (2.94%) Teradata
12 50 (2.58%) Jaspersoft
13 48 (2.47%) IBM
14 47 (2.42%) Alteryx
15 38 (1.96%) Netezza
16 34 (1.75%) Cloudera
17 31 (1.60%) Hortonworks
18 29 (1.49%) Red Hat
19 24 (1.24%) Splunk
City, London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 8 hours ago
Kingston Upon Thames, Surrey
Austin Fraser
Salary: £45000 - £55000 per annum + Depending on experience
Posted: Yesterday
Enfield, Middlesex
onezeero.
Salary: £45000 - £60000 per annum
Posted: Yesterday
Enfield, Middlesex
onezeero.
Salary: £45000 - £60000 per annum
Posted: 2 days ago
London
Talent Spa
Salary: £70k per year
Posted: Yesterday
Central London / West End
The Workshop
Posted: 23 hours ago
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: Yesterday
London
ARC IT Recruitment Ltd
Salary: £40000 - £60000 per annum + Benefits
Posted: 23 hours ago
City, London
Evolution Recruitment Solutions
Salary: 45,000 - 55,000
Posted: 3 days ago
West London
Morgan Mckinley
Salary: £0.00 - £45000 per annum
Posted: 4 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: Yesterday
London
FPSG Connect
Salary: Benefits
Posted: 2 days ago
South West London
Agile Recruitment
Salary: Based on experience + Bonus + Benefits
Posted: 2 days ago
London
Client Server
Salary: £35k to £45k + benefits
Posted: 4 days ago
London
Hitachi Consulting UK
Salary: From £65,000 to £70,000 per annum
Posted: 2 days ago
North London
ComputAppoint
Salary: £27000 - £30000 per annum
Posted: 2 days ago
City, London
Cititec
Salary: £55000 - £60000 per annum
Posted: 2 days ago
London
Ebury
Salary: £45000.00 - £55000.00 per annum
Posted: 4 days ago
City, London
onezeero.
Salary: £65000 per annum
Posted: 5 days ago
London
Harvey Nash plc
Salary: £40000 - £50000 per annum
Posted: 4 days ago
London
Harvey Nash plc
Salary: £60000 - £65000 per annum
Posted: 4 days ago
London
Westbourne Partners
Salary: From £70,000 to £80,000 per annum
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50,000- £90,000
Posted: 3 days ago
London
McGregor Boyall
Salary: £60000 - £70000 per annum + Package
Posted: 3 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £40000 - £55000 per annum
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: £40000 - £50000 per annum
Posted: 2 days ago
West London
Harris Global
Salary: Up to £65,000 per annum + benefits
Posted: Yesterday
North London
Franklin Bates
Salary: From £40,000 to £55,000 per annum
Posted: 5 days ago
London
onezeero.
Salary: £50000 - £65000 per annum
Posted: 4 days ago
South West London
Kindred Group
Salary: From £40,000 to £50,000 per annum
Posted: 3 days ago