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 19 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
19 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
England / London
Rank 111 85 93
Rank change year-on-year
-26 +8
Permanent jobs citing ETL 892 1438 1318
As % of all permanent IT jobs located in London 2.68% 3.50% 3.17%
As % of the Processes & Methodologies category 2.99% 3.94% 3.66%
Number of salaries quoted 753 1198 1128
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 £80,000 £80,000 £80,000
UK excluding London median salary £45,000 £45,000 £44,500
% change year-on-year
- +1.12%

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
29846 36490 36056
As % of all permanent IT jobs located in London 89.58% 88.69% 86.62%
Number of salaries quoted 25062 31154 30263
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 £40,000 £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 19 February 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 19 February 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 -9 201 £62,500 +8.69% 24
Uxbridge +5 13 £55,000 +10.00% 2
Croydon +9 8 £81,250 -
Brentford +5 5 £35,000 -44.00%
Canary Wharf -10 5 £42,500 -43.33%
Beckenham - 4 £42,500 -
Twickenham +1 2 £37,500 -50.00%
Edgware - 1 £50,000 -
Hammersmith - 1 - -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 19 February 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 1195 (62.96%) SQL
2 1017 (53.58%) Business Intelligence
3 951 (50.11%) Data Warehouse
4 817 (43.05%) SQL Server
5 754 (39.73%) SQL Server Integration Services
6 579 (30.51%) Finance
7 534 (28.13%) Oracle
8 491 (25.87%) Agile Software Development
9 481 (25.34%) Analytics
10 464 (24.45%) SQL Server Reporting Services
11 443 (23.34%) Microsoft
12 422 (22.23%) T-SQL
13 401 (21.13%) SQL Server Analysis Services
14 377 (19.86%) Data Modelling
15 367 (19.34%) Java
16 356 (18.76%) Big Data
17 325 (17.12%) Relational Database
18 285 (15.02%) Hadoop
19 281 (14.81%) Degree
20 279 (14.70%) Python
21 257 (13.54%) Tableau
22 247 (13.01%) MS Excel
23 245 (12.91%) Analytical Skills
24 231 (12.17%) Informatica
25 230 (12.12%) Banking
26 215 (11.33%) Amazon AWS
27 214 (11.28%) Linux
28 210 (11.06%) Power BI
29 202 (10.64%) Visualisation
30 197 (10.38%) Data Management

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
1 143 (7.53%) Apache Spark
2 72 (3.79%) Elasticsearch
3 71 (3.74%) JBoss
4 69 (3.64%) SAS
5 64 (3.37%) Oracle SOA Suite
6 62 (3.27%) Apache
7 53 (2.79%) Tomcat
8 51 (2.69%) WebSphere
9 49 (2.58%) SharePoint
10 45 (2.37%) Apache Pig
10 45 (2.37%) WebLogic
11 30 (1.58%) Jetty
11 30 (1.58%) nginx
12 15 (0.79%) Apache Solr
12 15 (0.79%) Confluence
12 15 (0.79%) IIS
13 12 (0.63%) OpenStack
13 12 (0.63%) Oracle Workflow
14 9 (0.47%) Gentran
15 8 (0.42%) Oracle Service Bus
Applications
1 247 (13.01%) MS Excel
2 40 (2.11%) MS Office
3 33 (1.74%) SPSS
4 9 (0.47%) Spreadsheet
5 7 (0.37%) MS Visio
6 5 (0.26%) MS PowerPoint
6 5 (0.26%) MS Project
7 3 (0.16%) InfoPath
7 3 (0.16%) Stata
8 1 (0.053%) Weka
Business Applications
1 26 (1.37%) Cognos Business Intelligence
2 24 (1.26%) Dynamics CRM
3 16 (0.84%) Cognos Planning
3 16 (0.84%) SAP ERP
4 15 (0.79%) Cognos TM1
5 11 (0.58%) Dynamics AX
6 9 (0.47%) BusinessWorks
7 7 (0.37%) Hyperion Enterprise
7 7 (0.37%) NetSuite
7 7 (0.37%) Salesforce.com CRM
7 7 (0.37%) SAP Oil and Gas
8 6 (0.32%) Eloqua
8 6 (0.32%) HFM
8 6 (0.32%) Oracle CRM
9 5 (0.26%) Hyperion Planning
9 5 (0.26%) Markit EDM
9 5 (0.26%) TIBCO BusinessEvents
10 3 (0.16%) FastStats
10 3 (0.16%) Infor CRM
10 3 (0.16%) Oracle EBS
Cloud Services
1 215 (11.33%) Amazon AWS
2 127 (6.69%) Microsoft Azure
3 59 (3.11%) Amazon EC2
4 39 (2.05%) Cloud Computing
4 39 (2.05%) Google Cloud Platform
5 29 (1.53%) Amazon EMR
6 23 (1.21%) Amazon S3
7 22 (1.16%) GitHub
8 21 (1.11%) Google Analytics
9 17 (0.90%) Amazon Kinesis
10 15 (0.79%) SaaS
11 14 (0.74%) Force.com
12 11 (0.58%) Office 365
13 10 (0.53%) Amazon ELB
13 10 (0.53%) AWS Elastic Beanstalk
13 10 (0.53%) IaaS
13 10 (0.53%) Route 53
13 10 (0.53%) Virtual Private Cloud
14 9 (0.47%) PaaS
15 7 (0.37%) Azure Machine Learning
Communications & Networking
1 19 (1.00%) HTTP
2 15 (0.79%) TCP/IP
3 13 (0.68%) HTTPS
3 13 (0.68%) SNMP
4 9 (0.47%) Internet
5 7 (0.37%) Intranet
6 6 (0.32%) FTP
7 4 (0.21%) Firewall
7 4 (0.21%) VoIP
7 4 (0.21%) VPN
8 3 (0.16%) LDAP
9 2 (0.11%) Kerberos
9 2 (0.11%) SSL
10 1 (0.053%) Cisco ASA
10 1 (0.053%) DHCP
10 1 (0.053%) DNS
10 1 (0.053%) LAN
10 1 (0.053%) SAN
10 1 (0.053%) WAN
10 1 (0.053%) WLAN
Database & Business Intelligence
1 951 (50.11%) Data Warehouse
2 817 (43.05%) SQL Server
3 754 (39.73%) SQL Server Integration Services
4 464 (24.45%) SQL Server Reporting Services
5 401 (21.13%) SQL Server Analysis Services
6 356 (18.76%) Big Data
7 325 (17.12%) Relational Database
8 285 (15.02%) Hadoop
9 210 (11.06%) Power BI
10 190 (10.01%) SQL Server 2012
11 183 (9.64%) QlikView
12 150 (7.90%) RDBMS
13 144 (7.59%) NoSQL
14 135 (7.11%) MySQL
15 127 (6.69%) BusinessObjects
15 127 (6.69%) SQL Server 2014
16 124 (6.53%) Oracle Database
17 122 (6.43%) SQL Server 2008
18 103 (5.43%) MongoDB
19 92 (4.85%) OLAP
Development Applications
1 123 (6.48%) Talend Open Studio
2 74 (3.90%) Git (software)
3 73 (3.85%) JIRA
4 70 (3.69%) Jenkins
5 57 (3.00%) Team Foundation Server
6 52 (2.74%) Subversion
7 48 (2.53%) Gradle
8 47 (2.48%) JUnit
9 46 (2.42%) Maven
10 38 (2.00%) Eclipse
11 37 (1.95%) Visual Studio
12 32 (1.69%) Ant
13 30 (1.58%) Hudson
13 30 (1.58%) Selenium
13 30 (1.58%) Sonatype Nexus
14 24 (1.26%) SQL Server Management Studio (SSMS)
15 22 (1.16%) Toad
16 16 (0.84%) TeamCity
16 16 (0.84%) TestNG
17 15 (0.79%) WebDriver
General
1 579 (30.51%) Finance
2 230 (12.12%) Banking
3 139 (7.32%) Retail
4 132 (6.95%) Marketing
5 74 (3.90%) Legal
6 55 (2.90%) Investment Banking
7 40 (2.11%) Games
8 31 (1.63%) Advertising
9 28 (1.48%) Financial Institution
10 27 (1.42%) Telecoms
11 22 (1.16%) Pharmaceutical
12 21 (1.11%) Law
13 20 (1.05%) Front Office
14 14 (0.74%) Manufacturing
15 13 (0.68%) Music Industry
16 12 (0.63%) Publishing
17 11 (0.58%) Multimedia
17 11 (0.58%) Polish Language
18 9 (0.47%) Corporate Banking
18 9 (0.47%) Retail Banking
Job Titles
1 760 (40.04%) Developer
2 311 (16.39%) SQL Developer
3 290 (15.28%) Analyst
4 285 (15.02%) Business Intelligence Developer
5 267 (14.07%) Architect
6 181 (9.54%) ETL Developer
7 156 (8.22%) SSIS Developer
8 152 (8.01%) Data Architect
9 133 (7.01%) Data Engineer
10 129 (6.80%) Business Intelligence Analyst
11 128 (6.74%) Senior Developer
12 115 (6.06%) Business Developer
13 110 (5.80%) Data Warehouse Developer
14 107 (5.64%) SQL Server Developer
15 99 (5.22%) SQL BI Developer
16 90 (4.74%) Consultant
16 90 (4.74%) SSRS Developer
17 78 (4.11%) Solutions Architect
18 74 (3.90%) SSAS Developer
19 62 (3.27%) DBA
Libraries, Frameworks & Software Standards
1 194 (10.22%) Web Services
2 164 (8.64%) .NET
3 147 (7.74%) XML
4 77 (4.06%) MDX
5 74 (3.90%) HTML
6 68 (3.58%) SOAP
7 63 (3.32%) REST
8 61 (3.21%) RESTful
9 59 (3.11%) J2EE
10 55 (2.90%) Spring
11 42 (2.21%) CSS
11 42 (2.21%) JMS
12 41 (2.16%) JPA
13 36 (1.90%) XSLT
14 34 (1.79%) Kafka
15 32 (1.69%) Hibernate
15 32 (1.69%) WSDL
15 32 (1.69%) XSD
16 31 (1.63%) Java EE
17 30 (1.58%) JRules
Miscellaneous
1 245 (12.91%) Analytical Skills
2 202 (10.64%) Visualisation
3 193 (10.17%) Data Integration
4 157 (8.27%) Computer Science
5 80 (4.21%) Mathematics
6 67 (3.53%) Statistics
7 60 (3.16%) Data Structures
8 51 (2.69%) Management Information System
9 50 (2.63%) Algorithms
10 49 (2.58%) Data Extraction
10 49 (2.58%) Enterprise Software
11 38 (2.00%) Fintech
12 35 (1.84%) Economics
13 34 (1.79%) Replication
14 24 (1.26%) User Experience
15 22 (1.16%) NHS
16 21 (1.11%) Credit Risk
17 20 (1.05%) Clustering
17 20 (1.05%) Life Science
18 17 (0.90%) Reference Data
Operating Systems
1 214 (11.28%) Linux
2 140 (7.38%) Windows
3 126 (6.64%) Unix
4 49 (2.58%) Red Hat Enterprise Linux
5 30 (1.58%) Windows Server
6 19 (1.00%) Windows Server 2012
7 9 (0.47%) Android
8 3 (0.16%) Ubuntu
8 3 (0.16%) Windows XP
9 2 (0.11%) Apple iOS
9 2 (0.11%) CentOS
10 1 (0.053%) Fedora
10 1 (0.053%) Solaris
10 1 (0.053%) VMS
Processes & Methodologies
1 1017 (53.58%) Business Intelligence
2 491 (25.87%) Agile Software Development
3 481 (25.34%) Analytics
4 377 (19.86%) Data Modelling
5 197 (10.38%) Data Management
6 148 (7.80%) Kimball Methodology
7 138 (7.27%) Migration
8 132 (6.95%) SDLC
9 128 (6.74%) Scrum
10 125 (6.59%) SOA
11 123 (6.48%) Performance Tuning
12 118 (6.22%) Data Visualisation
13 114 (6.01%) ETL Development
14 111 (5.85%) Data Architecture
15 108 (5.69%) Data Analysis
15 108 (5.69%) Data Analytics
16 104 (5.48%) DevOps
16 104 (5.48%) Mentoring
17 103 (5.43%) CRM
18 100 (5.27%) Continuous Integration
Programming Languages
1 1195 (62.96%) SQL
2 422 (22.23%) T-SQL
3 367 (19.34%) Java
4 279 (14.70%) Python
5 185 (9.75%) C#
6 158 (8.32%) R
7 119 (6.27%) JavaScript
8 97 (5.11%) PL/SQL
9 87 (4.58%) Data Analysis Expressions (DAX)
10 79 (4.16%) Scala
11 63 (3.32%) Shell Script
12 44 (2.32%) Groovy
13 41 (2.16%) PowerShell
14 38 (2.00%) C++
15 37 (1.95%) Perl
15 37 (1.95%) PHP
16 33 (1.74%) VBA
17 30 (1.58%) C
18 24 (1.26%) MATLAB
19 21 (1.11%) Go
Qualifications
1 281 (14.81%) Degree
2 28 (1.48%) Microsoft Certification
3 19 (1.00%) PMI Certification
4 13 (0.68%) PhD
5 9 (0.47%) ISEB
5 9 (0.47%) PMP
6 8 (0.42%) ISTQB
7 7 (0.37%) MCITP
7 7 (0.37%) MCTS
7 7 (0.37%) Oracle Certification
7 7 (0.37%) Security Cleared
8 5 (0.26%) ACCA
8 5 (0.26%) CIMA
8 5 (0.26%) MCP
9 3 (0.16%) MCSE
9 3 (0.16%) OCP
10 2 (0.11%) AAT
10 2 (0.11%) ISTQB Foundation Certification
10 2 (0.11%) ITIL Foundation Certificate
11 1 (0.053%) MBA
Quality Assurance & Compliance
1 181 (9.54%) Data Quality
2 106 (5.58%) QA
3 22 (1.16%) SLA
4 5 (0.26%) Dodd-Frank
5 4 (0.21%) HL7
6 3 (0.16%) CRD IV
6 3 (0.16%) Solvency II
7 2 (0.11%) GCP
7 2 (0.11%) Sarbanes-Oxley
8 1 (0.053%) Basel III
8 1 (0.053%) FATCA
8 1 (0.053%) GAAP
8 1 (0.053%) SDET
System Software
1 27 (1.42%) Apache Flume
2 22 (1.16%) HDFS
3 19 (1.00%) Docker
4 2 (0.11%) Virtual Machines
4 2 (0.11%) VMware Infrastructure
5 1 (0.053%) Apache ZooKeeper
5 1 (0.053%) GPFS
5 1 (0.053%) Hyper-V
5 1 (0.053%) iptables
5 1 (0.053%) KVM
5 1 (0.053%) VMware Server
5 1 (0.053%) vSphere
5 1 (0.053%) Xen
Systems Management
1 40 (2.11%) Opscode Chef
2 32 (1.69%) Ansible
3 19 (1.00%) Puppet
4 15 (0.79%) Control-M
4 15 (0.79%) Oozie
5 5 (0.26%) Data Guard
5 5 (0.26%) HP Quality Center
6 4 (0.21%) Failover Clustering
6 4 (0.21%) Kibana
6 4 (0.21%) Mesos
6 4 (0.21%) Oracle Enterprise Manager
6 4 (0.21%) Perfmon
7 1 (0.053%) Backup Exec
7 1 (0.053%) Hadoop YARN
7 1 (0.053%) Microsoft Clustering
7 1 (0.053%) Salt
7 1 (0.053%) SCOM
Vendors
1 534 (28.13%) Oracle
2 443 (23.34%) Microsoft
3 257 (13.54%) Tableau
4 231 (12.17%) Informatica
5 123 (6.48%) Talend
6 95 (5.01%) Cognos
7 93 (4.90%) SAP
8 85 (4.48%) Salesforce.com
9 82 (4.32%) Google
10 73 (3.85%) Sybase
11 61 (3.21%) IBM
12 46 (2.42%) Teradata
13 43 (2.27%) Red Hat
14 36 (1.90%) MicroStrategy
15 32 (1.69%) BMC
16 30 (1.58%) ILOG
16 30 (1.58%) Splunk
17 29 (1.53%) RedGate
18 26 (1.37%) MuleSoft
18 26 (1.37%) Netezza
London
B Elite Talent
Salary: Excellent Package & negotiable for the right person
Posted: 11 hours ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum benefits package
Posted: 3 hours ago
Central London / West End
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum Plus excellent benefits package
Posted: 6 hours ago
London
Austin Fraser
Salary: £45000 - £55000 per annum
Posted: Yesterday
London
Oscar
Salary: £40000 - £50000 per annum + Benefits
Posted: 3 days ago
London
HFG
Salary: £45000 - £65000 per annum, Benefits + bonus + benefits
Posted: 2 days ago
London
Harvey Nash plc
Salary: £50000 - £55000 per annum
Posted: 2 days ago
City, London
Source Technology
Salary: From £35,000 to £45,000 per annum Bonus package
Posted: 3 days ago
London
Harvey Nash plc
Salary: £60000 - £70000 per annum + Car allowance, healthcare, bonus
Posted: 2 days ago
London
Venturi
Salary: £50000 - £55000.00 per annum
Posted: 4 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 2 days ago
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 4 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 2 days ago
London
Venture Up
Salary: From £40,000 to £60,000 per annum Excellent Benefits
Posted: 2 days ago
West London
The Workshop
Salary: Excellent salary + benefits
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £100,000 plus package
Posted: 2 days ago
London
Harvey Nash plc
Salary: £80000 - £90000 per annum + Car allowance, healthcare, bonus
Posted: 2 days ago
London
Venturi
Salary: £50000.00 - £65000.00 per annum + 20% Bonus & Benefits
Posted: 4 days ago
City, London
Lawrence Harvey Enterprise
Salary: £25000.00 - £40000.00 per annum + pension, health care etc
Posted: 5 days ago
Central London / West End
Initi8 Recruitment
Salary: £35000 - £40000 Per Annum
Posted: 2 days ago
City, London
Nigel Frank International Ltd
Salary: £60000 - £80000 per annum + Pension, Negotiable
Posted: 6 days ago
London
asos
Salary: Competitive Salary
Posted: 3 days ago
London
Opus Recruitment Solutions Ltd
Salary: £0 - £60000 per annum
Posted: 3 days ago
London
Oscar
Salary: £45000 - £60000 per annum + Excellent Benefits!
Posted: 5 days ago
London
Opilio Recruitment
Salary: From £30,000 to £40,000 per annum
Posted: 2 days ago
City, London
Venturi
Salary: £50000 - £60000 per annum + company benefits
Posted: 4 days ago
London
TEKsystems
Salary: £1 per annum + bonus and benefits
Posted: 4 days ago
Central London / West End
Evolution Recruitment Solutions
Salary: 55,000 - 65,000 + Package
Posted: 6 days ago
Central London / West End
Experis Ltd
Salary: £60000 - £65000 per annum + Plus Excellent Benefits
Posted: 5 days ago
London
Venturi
Salary: £45000 - £50000 per annum + Bonus + Benefits + Home Working
Posted: 5 days ago