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 20 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
20 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / London
Rank 115 85 89
Rank change year-on-year
-30 +4
Permanent jobs citing ETL 902 1410 1319
As % of all permanent IT jobs located in London 2.69% 3.48% 3.19%
As % of the Processes & Methodologies category 3.03% 3.93% 3.70%
Number of salaries quoted 762 1196 1143
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 £45,000 £42,100
10% offered a salary of more than £80,000 £80,000 £80,000
UK excluding London median salary £45,000 £45,000 £45,000

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
29815 35851 35661
As % of all permanent IT jobs located in London 89.08% 88.48% 86.35%
Number of salaries quoted 25171 30627 30107
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 £39,000 £40,000 £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 20 January 2017.

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 20 January 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 -1 205 £60,000 - 34
Uxbridge +2 15 £55,000 - 1
Croydon - 10 £82,500 -
Brentford +5 7 £35,000 -2.77%
Canary Wharf -13 5 £42,500 -43.33%
Beckenham - 3 £45,000 -
Twickenham -2 2 £37,500 -50.00%
Southwark -3 1 £57,500 -
Hammersmith - 1 - - 1
Edgware - 1 £50,000 -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 20 January 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 1254 (62.54%) SQL
2 1064 (53.07%) Business Intelligence
3 1025 (51.12%) Data Warehouse
4 877 (43.74%) SQL Server
5 761 (37.96%) SQL Server Integration Services
6 600 (29.93%) Finance
7 568 (28.33%) Oracle
8 506 (25.24%) Analytics
9 464 (23.14%) Agile Software Development
10 459 (22.89%) SQL Server Reporting Services
11 448 (22.34%) T-SQL
12 442 (22.04%) Microsoft
13 424 (21.15%) Data Modelling
14 377 (18.80%) SQL Server Analysis Services
15 365 (18.20%) Big Data
16 346 (17.26%) Java
17 310 (15.46%) Relational Database
18 305 (15.21%) Hadoop
19 290 (14.46%) Degree
20 286 (14.26%) Tableau
21 273 (13.62%) Informatica
21 273 (13.62%) Python
22 267 (13.32%) Analytical Skills
23 237 (11.82%) MS Excel
24 225 (11.22%) Data Quality
25 221 (11.02%) Data Management
26 219 (10.92%) Banking
27 216 (10.77%) Amazon AWS
27 216 (10.77%) Data Integration
28 212 (10.57%) Linux

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
1 147 (7.33%) Apache Spark
2 76 (3.79%) Elasticsearch
3 71 (3.54%) SAS
4 66 (3.29%) Apache
4 66 (3.29%) SharePoint
5 61 (3.04%) Oracle SOA Suite
6 56 (2.79%) JBoss
7 48 (2.39%) Tomcat
8 46 (2.29%) WebSphere
9 42 (2.09%) Apache Pig
10 38 (1.90%) WebLogic
11 24 (1.20%) Jetty
11 24 (1.20%) nginx
12 20 (1.00%) Apache Solr
13 16 (0.80%) Confluence
14 13 (0.65%) IIS
15 10 (0.50%) OpenStack
16 9 (0.45%) Gentran
16 9 (0.45%) Oracle Service Bus
17 8 (0.40%) Alfresco
Applications
1 237 (11.82%) MS Excel
2 35 (1.75%) MS Office
3 33 (1.65%) SPSS
4 10 (0.50%) MS PowerPoint
4 10 (0.50%) Spreadsheet
5 7 (0.35%) MS Project
6 4 (0.20%) MS Visio
7 3 (0.15%) InfoPath
7 3 (0.15%) Stata
8 2 (0.100%) Gephi
Business Applications
1 30 (1.50%) Cognos Business Intelligence
2 29 (1.45%) Dynamics CRM
3 16 (0.80%) Cognos Planning
3 16 (0.80%) Cognos TM1
3 16 (0.80%) Dynamics AX
3 16 (0.80%) Markit EDM
4 14 (0.70%) SAP ERP
5 13 (0.65%) BusinessWorks
6 9 (0.45%) SAP Oil and Gas
6 9 (0.45%) TIBCO BusinessEvents
7 7 (0.35%) Eloqua
7 7 (0.35%) Oracle CRM
7 7 (0.35%) Salesforce.com CRM
8 6 (0.30%) FastStats
9 5 (0.25%) Hyperion Enterprise
10 4 (0.20%) HFM
10 4 (0.20%) Oracle EBS
11 3 (0.15%) Dynamics NAV
11 3 (0.15%) Oracle Applications
11 3 (0.15%) SAP BPC
Cloud Services
1 216 (10.77%) Amazon AWS
2 108 (5.39%) Microsoft Azure
3 64 (3.19%) Amazon EC2
4 40 (2.00%) Cloud Computing
5 36 (1.80%) Google Cloud Platform
6 31 (1.55%) Amazon EMR
7 26 (1.30%) Amazon S3
8 23 (1.15%) Amazon Kinesis
9 20 (1.00%) GitHub
10 18 (0.90%) AWS Elastic Beanstalk
10 18 (0.90%) Google Analytics
11 16 (0.80%) Amazon ELB
11 16 (0.80%) Force.com
11 16 (0.80%) Route 53
11 16 (0.80%) SaaS
11 16 (0.80%) Virtual Private Cloud
12 13 (0.65%) Office 365
13 5 (0.25%) IaaS
13 5 (0.25%) PaaS
14 4 (0.20%) Azure Machine Learning
Communications & Networking
1 18 (0.90%) HTTP
2 12 (0.60%) TCP/IP
3 10 (0.50%) HTTPS
3 10 (0.50%) Internet
3 10 (0.50%) SNMP
4 9 (0.45%) FTP
5 6 (0.30%) Intranet
6 3 (0.15%) Firewall
7 2 (0.100%) Kerberos
7 2 (0.100%) LDAP
7 2 (0.100%) SSL
7 2 (0.100%) VoIP
8 1 (0.050%) CTI
8 1 (0.050%) DHCP
8 1 (0.050%) DNS
8 1 (0.050%) Extranet
8 1 (0.050%) LAN
8 1 (0.050%) VPN
8 1 (0.050%) WAN
8 1 (0.050%) WLAN
Database & Business Intelligence
1 1025 (51.12%) Data Warehouse
2 877 (43.74%) SQL Server
3 761 (37.96%) SQL Server Integration Services
4 459 (22.89%) SQL Server Reporting Services
5 377 (18.80%) SQL Server Analysis Services
6 365 (18.20%) Big Data
7 310 (15.46%) Relational Database
8 305 (15.21%) Hadoop
9 198 (9.88%) SQL Server 2012
10 195 (9.73%) QlikView
11 166 (8.28%) Power BI
12 165 (8.23%) BusinessObjects
13 157 (7.83%) NoSQL
14 153 (7.63%) MySQL
14 153 (7.63%) RDBMS
15 151 (7.53%) Oracle Database
16 135 (6.73%) SQL Server 2008
17 130 (6.48%) SQL Server 2014
18 108 (5.39%) MongoDB
19 90 (4.49%) OLAP
Development Applications
1 128 (6.38%) Talend Open Studio
2 82 (4.09%) Git (software)
3 81 (4.04%) JIRA
4 64 (3.19%) Jenkins
5 55 (2.74%) Team Foundation Server
6 48 (2.39%) JUnit
7 43 (2.14%) Gradle
8 34 (1.70%) Subversion
9 32 (1.60%) Maven
9 32 (1.60%) Visual Studio
10 29 (1.45%) Eclipse
11 27 (1.35%) Selenium
12 26 (1.30%) SQL Server Management Studio (SSMS)
13 24 (1.20%) Hudson
13 24 (1.20%) Sonatype Nexus
14 23 (1.15%) TestNG
15 21 (1.05%) IntelliJ
15 21 (1.05%) Toad
16 20 (1.00%) ERwin
17 19 (0.95%) Ant
General
1 600 (29.93%) Finance
2 219 (10.92%) Banking
3 152 (7.58%) Retail
4 147 (7.33%) Marketing
5 92 (4.59%) Legal
6 66 (3.29%) Investment Banking
7 46 (2.29%) Games
8 28 (1.40%) Advertising
8 28 (1.40%) Financial Institution
9 26 (1.30%) Front Office
9 26 (1.30%) Telecoms
10 22 (1.10%) Pharmaceutical
11 21 (1.05%) Law
12 17 (0.85%) Manufacturing
13 16 (0.80%) Corporate Banking
14 15 (0.75%) Private Banking
14 15 (0.75%) Retail Banking
15 14 (0.70%) Back Office
15 14 (0.70%) Publishing
16 11 (0.55%) Multimedia
Job Titles
1 764 (38.10%) Developer
2 327 (16.31%) SQL Developer
3 310 (15.46%) Architect
4 304 (15.16%) Analyst
5 254 (12.67%) Business Intelligence Developer
6 221 (11.02%) ETL Developer
7 197 (9.83%) Data Architect
8 158 (7.88%) SSIS Developer
9 128 (6.38%) Data Engineer
10 126 (6.28%) Senior Developer
11 123 (6.13%) Business Intelligence Analyst
12 119 (5.94%) Data Warehouse Developer
13 112 (5.59%) SQL Server Developer
14 101 (5.04%) SQL BI Developer
15 93 (4.64%) Consultant
16 90 (4.49%) DBA
17 88 (4.39%) Business Developer
18 83 (4.14%) Solutions Architect
19 77 (3.84%) SSRS Developer
20 75 (3.74%) SQL DBA
Libraries, Frameworks & Software Standards
1 205 (10.22%) Web Services
2 160 (7.98%) .NET
3 154 (7.68%) XML
4 74 (3.69%) MDX
5 69 (3.44%) HTML
6 61 (3.04%) SOAP
7 60 (2.99%) REST
8 53 (2.64%) RESTful
9 48 (2.39%) J2EE
10 46 (2.29%) Spring
11 44 (2.19%) JMS
12 38 (1.90%) JPA
13 36 (1.80%) CSS
14 32 (1.60%) Middleware
14 32 (1.60%) XSLT
15 29 (1.45%) XSD
16 26 (1.30%) .NET Framework
17 25 (1.25%) Hibernate
17 25 (1.25%) Java EE
17 25 (1.25%) WSDL
Miscellaneous
1 267 (13.32%) Analytical Skills
2 216 (10.77%) Data Integration
3 201 (10.02%) Visualisation
4 145 (7.23%) Computer Science
5 78 (3.89%) Mathematics
6 69 (3.44%) Statistics
7 64 (3.19%) Management Information System
8 54 (2.69%) Data Structures
9 49 (2.44%) Data Extraction
9 49 (2.44%) Enterprise Software
10 41 (2.04%) Fintech
10 41 (2.04%) Replication
11 36 (1.80%) Algorithms
12 30 (1.50%) User Experience
13 29 (1.45%) Economics
14 25 (1.25%) Credit Risk
15 22 (1.10%) Clustering
16 21 (1.05%) NHS
17 19 (0.95%) Life Science
18 18 (0.90%) Reference Data
Operating Systems
1 212 (10.57%) Linux
2 151 (7.53%) Windows
3 147 (7.33%) Unix
4 43 (2.14%) Red Hat Enterprise Linux
5 36 (1.80%) Windows Server
6 17 (0.85%) Windows Server 2012
7 9 (0.45%) Android
8 5 (0.25%) Ubuntu
9 3 (0.15%) Windows XP
10 2 (0.100%) Apple iOS
11 1 (0.050%) CentOS
11 1 (0.050%) Solaris
11 1 (0.050%) Windows Server 2008
Processes & Methodologies
1 1064 (53.07%) Business Intelligence
2 506 (25.24%) Analytics
3 464 (23.14%) Agile Software Development
4 424 (21.15%) Data Modelling
5 221 (11.02%) Data Management
6 166 (8.28%) Kimball Methodology
6 166 (8.28%) Migration
7 160 (7.98%) Data Architecture
8 156 (7.78%) SDLC
9 154 (7.68%) Performance Tuning
10 139 (6.93%) SOA
11 137 (6.83%) Data Analysis
12 127 (6.33%) CRM
13 125 (6.23%) ETL Development
14 119 (5.94%) Data Analytics
15 116 (5.79%) Data Visualisation
16 113 (5.64%) Scrum
17 110 (5.49%) Mentoring
18 109 (5.44%) Change Management
19 107 (5.34%) Master Data Management
Programming Languages
1 1254 (62.54%) SQL
2 448 (22.34%) T-SQL
3 346 (17.26%) Java
4 273 (13.62%) Python
5 171 (8.53%) C#
6 139 (6.93%) R
7 118 (5.89%) PL/SQL
8 97 (4.84%) JavaScript
9 92 (4.59%) Scala
10 68 (3.39%) Shell Script
11 61 (3.04%) Data Analysis Expressions (DAX)
12 50 (2.49%) PowerShell
13 44 (2.19%) PHP
14 37 (1.85%) C++
14 37 (1.85%) Perl
15 36 (1.80%) VBA
16 30 (1.50%) C
17 28 (1.40%) Clojure
18 27 (1.35%) Groovy
19 23 (1.15%) Go
Qualifications
1 290 (14.46%) Degree
2 32 (1.60%) Microsoft Certification
3 21 (1.05%) PMI Certification
4 14 (0.70%) Oracle Certification
5 12 (0.60%) PhD
6 11 (0.55%) ITIL Foundation Certificate
6 11 (0.55%) Security Cleared
7 9 (0.45%) PMP
8 8 (0.40%) MCITP
8 8 (0.40%) OCP
9 7 (0.35%) ISTQB
9 7 (0.35%) MCP
9 7 (0.35%) MCTS
10 6 (0.30%) ACCA
10 6 (0.30%) CIMA
10 6 (0.30%) ISEB
11 3 (0.15%) AAT
11 3 (0.15%) MCSE
12 2 (0.100%) PRINCE2 Certification
13 1 (0.050%) HNC
Quality Assurance & Compliance
1 225 (11.22%) Data Quality
2 96 (4.79%) QA
3 30 (1.50%) SLA
4 9 (0.45%) Dodd-Frank
5 5 (0.25%) CRD IV
5 5 (0.25%) Solvency II
6 4 (0.20%) HL7
7 1 (0.050%) Basel III
7 1 (0.050%) FATCA
7 1 (0.050%) GCP
7 1 (0.050%) SDET
System Software
1 23 (1.15%) HDFS
2 22 (1.10%) Apache Flume
3 18 (0.90%) Docker
4 1 (0.050%) Active Directory
4 1 (0.050%) Apache ZooKeeper
4 1 (0.050%) Ceph
4 1 (0.050%) GPFS
4 1 (0.050%) Hyper-V
4 1 (0.050%) Oracle RAC
4 1 (0.050%) VMware Infrastructure
4 1 (0.050%) VMware Server
Systems Management
1 51 (2.54%) Opscode Chef
2 38 (1.90%) Ansible
3 27 (1.35%) Control-M
3 27 (1.35%) Puppet
4 14 (0.70%) Oozie
5 13 (0.65%) Failover Clustering
6 7 (0.35%) Oracle Enterprise Manager
7 6 (0.30%) Perfmon
8 5 (0.25%) Data Guard
8 5 (0.25%) HP Quality Center
8 5 (0.25%) Mesos
8 5 (0.25%) SCOM
9 3 (0.15%) Kibana
10 1 (0.050%) Ambari
10 1 (0.050%) Backup Exec
10 1 (0.050%) Hadoop YARN
Vendors
1 568 (28.33%) Oracle
2 442 (22.04%) Microsoft
3 286 (14.26%) Tableau
4 273 (13.62%) Informatica
5 128 (6.38%) Talend
6 118 (5.89%) Cognos
7 98 (4.89%) SAP
8 83 (4.14%) Salesforce.com
9 71 (3.54%) Google
10 67 (3.34%) IBM
11 53 (2.64%) Sybase
12 47 (2.34%) Teradata
13 37 (1.85%) MicroStrategy
14 33 (1.65%) Red Hat
15 30 (1.50%) Netezza
16 29 (1.45%) MuleSoft
17 26 (1.30%) RedGate
18 25 (1.25%) Vertica
19 24 (1.20%) ILOG
19 24 (1.20%) Splunk
City, London
Deerfoot IT Resources Ltd
Salary: £60000 - £70000 per annum + excellent benefits
Posted: 10 hours ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 4 hours ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 11 hours ago
City, London
ARC IT Recruitment Ltd
Salary: £55000 per annum + Plus Bonus and Benefits
Posted: 4 hours ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: 4 hours ago
London
Harvey Nash plc
Salary: £50000 - £70000 per annum
Posted: 4 hours ago
London
Venturi
Salary: £0.00 per annum
Posted: 5 hours ago
London
Digitech Resourcing Ltd
Salary: From £55,000 to £70,000 per annum + 10% Bonus
Posted: 2 hours ago
London
Lawrence Harvey Enterprise
Salary: £40000 - £45000 per annum + Benefits
Posted: Yesterday
London
Energon People
Salary: £45000.00 - £55000.00 per annum
Posted: Yesterday
West London
Proteus Europe
Posted: 8 hours ago
London
KPRS
Salary: From £55,000 to £55,000 per annum £55k + benefits
Posted: Yesterday
London
Premier IT
Salary: £40000 - £60000 per annum
Posted: 2 hours ago
City, London
Venturi
Salary: £45000 - £60000 per annum
Posted: Yesterday
City, London
Harrington Starr
Salary: £35000 - £50000 per annum + Bonus + Benefits
Posted: Yesterday
London
Eutopia Solutions Ltd
Salary: £50000.00 - £60000.00 per annum + EXTENSIVE BENEFITS
Posted: 2 days ago
London
Venturi
Salary: £45000 - £50000 per annum + Bonus + Benefits + Home Working
Posted: 2 days ago
Central London / West End
ReThink Recruitment
Posted: Yesterday
London
Cadence Resourcing
Salary: £40000 - £70000 per annum
Posted: 2 days ago
London
HFG
Salary: £40000 - £60000 per annum, Benefits + bonus + benefits
Posted: 3 days ago
City, London
Crimson Ltd
Salary: £50000 - £75000 per annum + Benefits
Posted: 2 days ago
London
onezeero.
Salary: £50000 - £55000 per annum
Posted: Yesterday
City, London
I3
Salary: £55000 - £70000 per annum + benefits + bonus
Posted: 2 days ago
London
Lawrence Harvey Enterprise
Salary: £50000 - £55000 per annum + Benefits
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £60,000 to £70,000 per annum 20% Bonus, Healthcare, Contributory
Posted: 2 days ago
North London
The Bridge Ltd
Salary: From £46,000 to £58,000 per annum 15% Bonus, Pension, Healthcare, Seas
Posted: 2 days ago
London
Venturi
Salary: £50000.00 - £55000.00 per annum + 20% Bonus & Benefits
Posted: 3 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £60000 per annum + Pension, Bonus
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £60000 - £70000 per annum
Posted: 3 days ago