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 28 March 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
England / London
3 months to
28 Mar 2017
Same period 2016 Same period 2015
Rank 107 89 98
Rank change year-on-year -18 +9  
Permanent jobs citing ETL 949 1439 1297
As % of all permanent IT jobs advertised in London 2.81% 3.41% 3.02%
As % of the Processes & Methodologies category 3.12% 3.80% 3.45%
Number of salaries quoted 810 1173 1114
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 £45,000 £42,500
10% offered a salary of more than £82,500 £75,000 £80,000
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 30441 37820 37607
As % of all permanent IT job vacancies advertised in London 90.25% 89.69% 87.66%
Number of salaries quoted 25539 32306 31364
Median salary £60,000 £57,500 £57,500
Median salary % change year-on-year +4.34% -  
90% offered a salary of more than £40,000 £38,695 £37,500
10% offered a salary of more than £85,000 £80,000 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

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 28 March 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 28 March 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 -3 188 £61,250 +6.52% 33
Hackney - 7 - -
West End of London +12 4 - - 5
Croydon +7 4 £59,500 -0.83%
Uxbridge -6 4 £55,000 +22.22%
Canary Wharf -8 4 £75,000 -
Beckenham - 3 £45,000 -
Heathrow -8 2 £40,000 -11.11%
Brentford -1 1 £60,000 -4.00%
Twickenham -1 1 £37,500 -50.00%
Chiswick -5 1 £44,000 -20.00%
Greenford - 1 £37,500 -
Docklands, London - 1 - -
Ealing - 1 £37,500 -
Westminster - 1 £70,000 -
Hammersmith - 1 - -
ETL
England

For the 6 months to 28 March 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 1257 (66.72%) SQL
2 1029 (54.62%) Business Intelligence
3 958 (50.85%) Data Warehouse
4 840 (44.59%) SQL Server
5 796 (42.25%) SQL Server Integration Services
6 546 (28.98%) Finance
7 515 (27.34%) Agile Software Development
8 514 (27.28%) Microsoft
9 490 (26.01%) SQL Server Reporting Services
10 484 (25.69%) Analytics
11 471 (25.00%) Oracle
12 455 (24.15%) T-SQL
13 440 (23.35%) SQL Server Analysis Services
14 391 (20.75%) Big Data
15 365 (19.37%) Java
16 352 (18.68%) Data Modelling
17 331 (17.57%) Relational Database
18 299 (15.87%) MS Excel
19 297 (15.76%) Tableau
20 289 (15.34%) Python
21 283 (15.02%) Degree
22 277 (14.70%) Hadoop
23 268 (14.23%) Power BI
24 252 (13.38%) Visualisation
25 239 (12.69%) Analytical Skills
26 222 (11.78%) Informatica
27 221 (11.73%) Linux
28 214 (11.36%) Banking
29 206 (10.93%) QlikView
30 205 (10.88%) Amazon AWS

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
1 166 (8.81%) Apache Spark
2 70 (3.72%) JBoss
3 69 (3.66%) Elasticsearch
4 62 (3.29%) Apache
5 57 (3.03%) SAS
5 57 (3.03%) Tomcat
6 52 (2.76%) Oracle SOA Suite
7 43 (2.28%) WebSphere
8 41 (2.18%) SharePoint
9 38 (2.02%) WebLogic
10 37 (1.96%) Apache Pig
11 27 (1.43%) IIS
11 27 (1.43%) Jetty
11 27 (1.43%) nginx
12 24 (1.27%) Confluence
13 18 (0.96%) Apache Solr
14 14 (0.74%) Oracle Workflow
15 10 (0.53%) OpenStack
16 8 (0.42%) Gentran
17 7 (0.37%) Apache Airflow
Applications
1 299 (15.87%) MS Excel
2 42 (2.23%) MS Office
3 23 (1.22%) SPSS
4 15 (0.80%) MS Visio
5 10 (0.53%) Spreadsheet
6 7 (0.37%) MS PowerPoint
7 6 (0.32%) MS Project
8 2 (0.11%) InfoPath
9 1 (0.053%) Stata
9 1 (0.053%) Weka
Business Applications
1 25 (1.33%) Cognos Business Intelligence
1 25 (1.33%) Dynamics CRM
2 16 (0.85%) Cognos Planning
2 16 (0.85%) SAP ERP
3 12 (0.64%) Cognos TM1
4 10 (0.53%) Dynamics AX
4 10 (0.53%) HFM
5 9 (0.48%) Hyperion Enterprise
5 9 (0.48%) Hyperion Planning
6 8 (0.42%) BusinessWorks
7 5 (0.27%) Eloqua
7 5 (0.27%) SAP Oil and Gas
8 4 (0.21%) Markit EDM
8 4 (0.21%) NetSuite
8 4 (0.21%) Salesforce.com CRM
8 4 (0.21%) TIBCO BusinessEvents
9 2 (0.11%) Adobe Campaign
9 2 (0.11%) Dynamics NAV
9 2 (0.11%) Infor CRM
9 2 (0.11%) Oracle Payables
Cloud Services
1 205 (10.88%) Amazon AWS
2 172 (9.13%) Microsoft Azure
3 44 (2.34%) Amazon EC2
4 38 (2.02%) Google Cloud Platform
5 34 (1.80%) Cloud Computing
6 28 (1.49%) GitHub
7 25 (1.33%) Azure Machine Learning
7 25 (1.33%) Google Analytics
7 25 (1.33%) SaaS
8 16 (0.85%) Amazon EMR
9 14 (0.74%) Force.com
10 13 (0.69%) Amazon S3
11 12 (0.64%) Amazon Kinesis
11 12 (0.64%) IaaS
11 12 (0.64%) Office 365
12 10 (0.53%) PaaS
13 6 (0.32%) Amazon ELB
13 6 (0.32%) AWS Elastic Beanstalk
13 6 (0.32%) Route 53
13 6 (0.32%) Virtual Private Cloud
Communications & Networking
1 16 (0.85%) HTTP
2 15 (0.80%) TCP/IP
3 13 (0.69%) HTTPS
3 13 (0.69%) SNMP
4 11 (0.58%) Internet
5 6 (0.32%) Kerberos
5 6 (0.32%) LDAP
6 4 (0.21%) VoIP
6 4 (0.21%) VPN
7 3 (0.16%) Firewall
7 3 (0.16%) NAS
7 3 (0.16%) SAN
7 3 (0.16%) SSL
8 2 (0.11%) Broadband
8 2 (0.11%) CTI
8 2 (0.11%) FTP
8 2 (0.11%) Intranet
9 1 (0.053%) LAN
9 1 (0.053%) WAN
9 1 (0.053%) WLAN
Database & Business Intelligence
1 958 (50.85%) Data Warehouse
2 840 (44.59%) SQL Server
3 796 (42.25%) SQL Server Integration Services
4 490 (26.01%) SQL Server Reporting Services
5 440 (23.35%) SQL Server Analysis Services
6 391 (20.75%) Big Data
7 331 (17.57%) Relational Database
8 277 (14.70%) Hadoop
9 268 (14.23%) Power BI
10 206 (10.93%) QlikView
11 178 (9.45%) SQL Server 2012
12 147 (7.80%) RDBMS
13 145 (7.70%) NoSQL
14 132 (7.01%) MySQL
15 120 (6.37%) SQL Server 2014
16 114 (6.05%) Oracle Database
17 113 (6.00%) OLAP
18 111 (5.89%) BusinessObjects
19 110 (5.84%) SQL Server 2008
19 110 (5.84%) SQL Server 2016
Development Applications
1 127 (6.74%) Talend Open Studio
2 73 (3.87%) JIRA
3 71 (3.77%) Git (software)
4 61 (3.24%) Jenkins
5 59 (3.13%) Subversion
6 47 (2.49%) Team Foundation Server
7 45 (2.39%) Maven
8 43 (2.28%) Gradle
9 41 (2.18%) Visual Studio
10 36 (1.91%) Ant
10 36 (1.91%) JUnit
11 35 (1.86%) Eclipse
12 30 (1.59%) Selenium
13 27 (1.43%) Hudson
13 27 (1.43%) Sonatype Nexus
14 21 (1.11%) SQL Server Management Studio (SSMS)
14 21 (1.11%) Toad
15 20 (1.06%) TeamCity
16 15 (0.80%) WebDriver
17 13 (0.69%) GDB
General
1 546 (28.98%) Finance
2 214 (11.36%) Banking
3 131 (6.95%) Retail
4 129 (6.85%) Marketing
5 78 (4.14%) Legal
6 54 (2.87%) Investment Banking
7 48 (2.55%) Games
8 38 (2.02%) Advertising
9 35 (1.86%) Law
10 31 (1.65%) Telecoms
11 27 (1.43%) Front Office
11 27 (1.43%) Pharmaceutical
12 26 (1.38%) Financial Institution
13 15 (0.80%) Private Banking
13 15 (0.80%) Publishing
13 15 (0.80%) Retail Banking
14 14 (0.74%) Corporate Banking
15 13 (0.69%) Music Industry
16 12 (0.64%) Multimedia
16 12 (0.64%) Polish Language
Job Titles
1 790 (41.93%) Developer
2 344 (18.26%) Business Intelligence Developer
3 316 (16.77%) SQL Developer
4 305 (16.19%) Analyst
5 207 (10.99%) Architect
6 166 (8.81%) ETL Developer
7 163 (8.65%) SSIS Developer
8 150 (7.96%) Data Engineer
9 135 (7.17%) Business Intelligence Analyst
10 134 (7.11%) Senior Developer
11 132 (7.01%) Business Developer
12 115 (6.10%) SQL BI Developer
13 110 (5.84%) Data Warehouse Developer
14 105 (5.57%) SQL Server Developer
15 104 (5.52%) Data Architect
16 103 (5.47%) SSRS Developer
17 94 (4.99%) Consultant
18 84 (4.46%) SQL Analyst
19 83 (4.41%) SSAS Developer
20 74 (3.93%) Senior Business Intelligence Developer
Libraries, Frameworks & Software Standards
1 182 (9.66%) .NET
2 173 (9.18%) Web Services
3 137 (7.27%) XML
4 94 (4.99%) MDX
5 74 (3.93%) SOAP
6 71 (3.77%) HTML
7 68 (3.61%) REST
8 60 (3.18%) J2EE
9 58 (3.08%) Spring
10 53 (2.81%) Kafka
11 50 (2.65%) Flask
11 50 (2.65%) RESTful
12 49 (2.60%) CSS
13 44 (2.34%) JSON
14 43 (2.28%) Node.js
15 37 (1.96%) JMS
16 36 (1.91%) Hibernate
17 34 (1.80%) JPA
18 31 (1.65%) XSLT
19 30 (1.59%) WSDL
Miscellaneous
1 239 (12.69%) Analytical Skills
2 176 (9.34%) Computer Science
3 66 (3.50%) Algorithms
4 61 (3.24%) Data Structures
5 49 (2.60%) Enterprise Software
5 49 (2.60%) Management Information System
6 41 (2.18%) Fintech
7 30 (1.59%) Replication
8 25 (1.33%) Life Science
9 22 (1.17%) Clustering
10 21 (1.11%) Credit Risk
10 21 (1.11%) NHS
10 21 (1.11%) User Experience
11 13 (0.69%) Hedge funds
11 13 (0.69%) Wiki
12 12 (0.64%) Linux Command Line
12 12 (0.64%) Reference Data
13 10 (0.53%) Semantic Web
13 10 (0.53%) SWIFT
14 9 (0.48%) Online Gambling
Operating Systems
1 221 (11.73%) Linux
2 121 (6.42%) Windows
3 116 (6.16%) Unix
4 45 (2.39%) Red Hat Enterprise Linux
5 26 (1.38%) Windows Server
6 16 (0.85%) Windows Server 2012
7 8 (0.42%) Android
8 3 (0.16%) Windows XP
9 2 (0.11%) CentOS
9 2 (0.11%) Ubuntu
10 1 (0.053%) Apple iOS
10 1 (0.053%) Fedora
10 1 (0.053%) Solaris
10 1 (0.053%) VMS
Processes & Methodologies
1 1029 (54.62%) Business Intelligence
2 515 (27.34%) Agile Software Development
3 484 (25.69%) Analytics
4 352 (18.68%) Data Modelling
5 252 (13.38%) Visualisation
6 199 (10.56%) Data Integration
7 174 (9.24%) Data Management
8 148 (7.86%) Scrum
9 142 (7.54%) Data Visualisation
10 135 (7.17%) Kimball Methodology
11 124 (6.58%) SDLC
12 116 (6.16%) Machine Learning
13 115 (6.10%) ETL Development
14 110 (5.84%) Migration
15 104 (5.52%) Mentoring
15 104 (5.52%) SOA
16 103 (5.47%) Data Analysis
16 103 (5.47%) DevOps
16 103 (5.47%) Mathematics
16 103 (5.47%) Performance Tuning
Programming Languages
1 1257 (66.72%) SQL
2 455 (24.15%) T-SQL
3 365 (19.37%) Java
4 289 (15.34%) Python
5 184 (9.77%) C#
6 160 (8.49%) R
7 159 (8.44%) JavaScript
8 105 (5.57%) PL/SQL
9 96 (5.10%) Data Analysis Expressions (DAX)
10 73 (3.87%) Scala
11 58 (3.08%) Shell Script
12 55 (2.92%) Groovy
13 37 (1.96%) PowerShell
14 31 (1.65%) C++
14 31 (1.65%) VBA
15 30 (1.59%) PHP
16 29 (1.54%) C
17 27 (1.43%) Perl
18 24 (1.27%) MATLAB
19 21 (1.11%) Bash Shell
Qualifications
1 283 (15.02%) Degree
2 27 (1.43%) Microsoft Certification
3 16 (0.85%) ISEB
4 15 (0.80%) PMI Certification
5 12 (0.64%) ISTQB
6 10 (0.53%) ITIL Foundation Certificate
6 10 (0.53%) PhD
7 9 (0.48%) PMP
7 9 (0.48%) Security Cleared
8 6 (0.32%) MCITP
8 6 (0.32%) MCP
8 6 (0.32%) MCTS
8 6 (0.32%) SC Cleared
9 4 (0.21%) Oracle Certification
10 2 (0.11%) ACCA
10 2 (0.11%) CIMA
10 2 (0.11%) ISTQB Foundation Certification
11 1 (0.053%) HNC
11 1 (0.053%) Postgraduate
11 1 (0.053%) PRINCE2 Certification
Quality Assurance & Compliance
1 159 (8.44%) Data Quality
2 113 (6.00%) QA
3 29 (1.54%) SLA
4 13 (0.69%) Sarbanes-Oxley
5 6 (0.32%) Solvency II
6 4 (0.21%) Dodd-Frank
6 4 (0.21%) HL7
7 2 (0.11%) GCP
8 1 (0.053%) Basel III
8 1 (0.053%) GAAP
8 1 (0.053%) GDPR
8 1 (0.053%) ISO/IEC 27001
8 1 (0.053%) SDET
System Software
1 21 (1.11%) Apache Flume
2 20 (1.06%) HDFS
3 12 (0.64%) Docker
4 5 (0.27%) Active Directory
5 2 (0.11%) Virtual Machines
6 1 (0.053%) Apache ZooKeeper
6 1 (0.053%) Hyper-V
6 1 (0.053%) iptables
6 1 (0.053%) KVM
6 1 (0.053%) VMware Infrastructure
6 1 (0.053%) vSphere
6 1 (0.053%) Xen
Systems Management
1 31 (1.65%) Opscode Chef
2 27 (1.43%) Ansible
3 17 (0.90%) Control-M
4 16 (0.85%) Puppet
5 14 (0.74%) Oozie
6 5 (0.27%) Perfmon
7 4 (0.21%) HP Quality Center
7 4 (0.21%) Kibana
8 3 (0.16%) Hadoop YARN
8 3 (0.16%) logstash
8 3 (0.16%) SCCM
9 2 (0.11%) Data Guard
9 2 (0.11%) Mesos
9 2 (0.11%) Terraform
9 2 (0.11%) Tivoli
10 1 (0.053%) Backup Exec
10 1 (0.053%) Failover Clustering
10 1 (0.053%) OpenSSO
10 1 (0.053%) Oracle Enterprise Manager
10 1 (0.053%) SCOM
Vendors
1 514 (27.28%) Microsoft
2 471 (25.00%) Oracle
3 297 (15.76%) Tableau
4 222 (11.78%) Informatica
5 127 (6.74%) Talend
6 86 (4.56%) SAP
7 83 (4.41%) Google
8 77 (4.09%) Salesforce.com
9 76 (4.03%) Cognos
10 70 (3.72%) Sybase
11 54 (2.87%) IBM
12 46 (2.44%) Teradata
13 40 (2.12%) Red Hat
14 36 (1.91%) MicroStrategy
15 31 (1.65%) BMC
16 30 (1.59%) Splunk
17 27 (1.43%) Altova
17 27 (1.43%) ILOG
18 26 (1.38%) Netezza
18 26 (1.38%) RedGate
London
Green Thompson Consulting
Salary: Up to £45,000 per annum To £45k basic
Posted: 13 hours ago
London
Talent International
Salary: £350 - £500 per day
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £76400 per annum
Posted: 20 hours ago
West London
Data Idols
Salary: From £50,000 to £55,000 per annum + Bonus & Benefits
Posted: Yesterday
City, London
Source Technology
Salary: From £35,000 to £45,000 per annum + bonus package
Posted: Yesterday
London
Square One Resources
Salary: Up to £100,000 per annum
Posted: 16 hours ago
City, London
Harvey Nash plc
Salary: £76400 per annum
Posted: 19 hours ago
Central London / West End
Initi8 Recruitment
Salary: £37000 Per Annum
Posted: Yesterday
London
Venturi
Salary: £40000 - £60000.00 per annum + company benefits
Posted: Yesterday
City, London
Venturi
Salary: £45000 - £50000 per annum + bonus +Full bens
Posted: Yesterday
City, London
I3
Salary: £65000 - £70000 per annum + benefits + bonus
Posted: Yesterday
City, London
Networking People
Salary: £70000 - £90000 per annum + Bonus + Benefits
Posted: 10 hours ago
City, London
Harrington Starr
Salary: £60000 - £100000 per annum + Benefits + Bonus
Posted: 10 hours ago
City, London
ANSON MCCADE
Salary: €40,000 - €65,000 + extensive benefits package
Posted: 12 hours ago
City, London
Quant Capital
Salary: Up to £70,000 per annum Bonus Medical Pension
Posted: 20 hours ago
London
Codex
Salary: From £45,000 to £60,000 per annum
Posted: Yesterday
West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £50000 Per Annum Plus excellent benefits
Posted: 2 days ago
Central London / West End
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £75000 Per Annum Plus excellent benefits
Posted: Yesterday
London
Square One Resources
Salary: Up to £75,000 per annum
Posted: Yesterday
East London
Mane Contract Services Limited
Salary: £35000 - £45000 per annum + Beneifts
Posted: Yesterday
London
Venturi
Salary: £50000 - £55000.00 per annum + company benefits
Posted: 5 days ago
City, London
GridCell
Salary: From £40,000 to £60,000 per annum Bonuses, Pension, Training Allowance
Posted: 9 hours ago
West London
Computer People
Salary: £60000.00 - £70000.00 per annum
Posted: 13 hours ago
London
Venturi
Salary: £25000.00 - £35000.00 per annum + Beneifts
Posted: 4 days ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 4 days ago
City, London
The Datawarehousing Company
Salary: £65,000 per annum + pension, medical, dental, critical illness, childc
Posted: 6 days ago
City, London
The Datawarehousing Company
Salary: £55,000 per annum
Posted: Yesterday
City, London
Marcus Donald People
Salary: £50000 - £60000 per annum
Posted: 5 days ago
London
KPRS
Salary: From £45,000 to £55,000 per annum £45k - £55k + excellent Benefits pac
Posted: 4 days ago
City, London
Client Server
Salary: £45k to £60k + benefits
Posted: 6 days ago