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 5 December 2016 with a comparison to the same period over the previous 2 years.

3 months to
5 Dec 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 110 87 93
Rank change year-on-year
-23 +6
Permanent jobs citing ETL 980 1460 1455
As % of all permanent IT jobs located in London 2.75% 3.38% 3.20%
As % of the Processes & Methodologies category 3.09% 3.83% 3.72%
Number of salaries quoted 805 1213 1260
Median salary £60,000 £59,000 £57,500
Median salary % change year-on-year
+1.69% +2.60%
90% offered a salary of more than £40,400 £45,000 £40,000
10% offered a salary of more than £80,000 £80,800 £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
31761 38164 39144
As % of all permanent IT jobs located in London 89.10% 88.26% 86.21%
Number of salaries quoted 26962 32213 33035
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 £38,500 £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 5 December 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 5 December 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 -18 174 £55,000 -8.33% 36
Clapham - 11 £52,500 -
Croydon +20 10 £82,500 +83.33%
Brentford +8 8 £35,000 -2.77%
Uxbridge +6 8 £55,000 - 1
Beckenham - 4 £42,500 -
Kingston Upon Thames -4 2 £70,000 +27.27% 1
Canary Wharf -10 2 £67,500 +65.64%
Wimbledon - 2 - -
Southwark -3 1 £57,500 -
Hounslow - 1 £50,000 -
ETL
England

ETL
Top 30 Related IT Skills in London

For the 6 months to 5 December 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 1337 (62.19%) SQL
2 1136 (52.84%) Business Intelligence
3 1117 (51.95%) Data Warehouse
4 967 (44.98%) SQL Server
5 809 (37.63%) SQL Server Integration Services
6 641 (29.81%) Finance
7 573 (26.65%) Oracle
8 536 (24.93%) Analytics
9 516 (24.00%) SQL Server Reporting Services
10 486 (22.60%) T-SQL
11 480 (22.33%) Data Modelling
12 472 (21.95%) Agile Software Development
13 450 (20.93%) Microsoft
14 395 (18.37%) Big Data
15 371 (17.26%) Java
16 363 (16.88%) SQL Server Analysis Services
17 336 (15.63%) Degree
18 332 (15.44%) Informatica
19 331 (15.40%) Tableau
20 327 (15.21%) Relational Database
21 322 (14.98%) Analytical Skills
21 322 (14.98%) Hadoop
22 288 (13.40%) Python
23 280 (13.02%) Data Management
24 265 (12.33%) Data Quality
25 253 (11.77%) MS Excel
26 237 (11.02%) Data Integration
27 236 (10.98%) SQL Server 2012
28 227 (10.56%) Amazon AWS
29 215 (10.00%) Banking

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 (6.65%) Apache Spark
2 97 (4.51%) SAS
3 79 (3.67%) Elasticsearch
4 76 (3.53%) SharePoint
5 59 (2.74%) Apache
6 50 (2.33%) Oracle SOA Suite
7 43 (2.00%) Apache Pig
7 43 (2.00%) WebSphere
8 42 (1.95%) JBoss
9 37 (1.72%) Tomcat
10 28 (1.30%) WebLogic
11 23 (1.07%) Apache Solr
12 20 (0.93%) Confluence
13 18 (0.84%) IIS
14 14 (0.65%) Jetty
14 14 (0.65%) nginx
15 9 (0.42%) OpenStack
16 8 (0.37%) Alfresco
16 8 (0.37%) CMS
16 8 (0.37%) Luigi
Applications
1 253 (11.77%) MS Excel
2 48 (2.23%) SPSS
3 37 (1.72%) MS Office
4 13 (0.60%) Spreadsheet
5 12 (0.56%) MS PowerPoint
6 5 (0.23%) MS Project
7 4 (0.19%) Gephi
7 4 (0.19%) MS Visio
8 3 (0.14%) InfoPath
8 3 (0.14%) Stata
Business Applications
1 26 (1.21%) Cognos Business Intelligence
2 19 (0.88%) Dynamics CRM
3 17 (0.79%) Cognos TM1
4 16 (0.74%) Markit EDM
5 15 (0.70%) Dynamics AX
5 15 (0.70%) FastStats
6 12 (0.56%) BusinessWorks
6 12 (0.56%) Cognos Planning
6 12 (0.56%) SAP ERP
7 11 (0.51%) Eloqua
8 10 (0.47%) Salesforce.com CRM
9 9 (0.42%) TIBCO BusinessEvents
10 8 (0.37%) SAP Oil and Gas
11 7 (0.33%) FastStats PeopleStage
12 6 (0.28%) Adobe Campaign
12 6 (0.28%) Oracle CRM
13 5 (0.23%) Hyperion Enterprise
13 5 (0.23%) SAP BPC
14 4 (0.19%) Dynamics NAV
14 4 (0.19%) Unica
Cloud Services
1 227 (10.56%) Amazon AWS
2 91 (4.23%) Microsoft Azure
3 70 (3.26%) Amazon EC2
4 42 (1.95%) Google Cloud Platform
5 37 (1.72%) Cloud Computing
6 35 (1.63%) Amazon EMR
7 31 (1.44%) GitHub
8 25 (1.16%) Amazon S3
9 22 (1.02%) Amazon Kinesis
9 22 (1.02%) Force.com
10 19 (0.88%) AWS Elastic Beanstalk
11 18 (0.84%) SaaS
12 17 (0.79%) Amazon ELB
12 17 (0.79%) Route 53
12 17 (0.79%) Virtual Private Cloud
13 12 (0.56%) Google Analytics
14 11 (0.51%) Office 365
15 4 (0.19%) AWS Data Pipeline
15 4 (0.19%) iPaaS
15 4 (0.19%) PaaS
Communications & Networking
1 16 (0.74%) HTTP
2 14 (0.65%) FTP
3 9 (0.42%) Internet
4 7 (0.33%) TCP/IP
5 6 (0.28%) Intranet
6 5 (0.23%) HTTPS
6 5 (0.23%) SNMP
7 3 (0.14%) Firewall
8 2 (0.093%) Kerberos
8 2 (0.093%) LDAP
8 2 (0.093%) SSL
8 2 (0.093%) VoIP
8 2 (0.093%) VPN
9 1 (0.047%) CTI
9 1 (0.047%) DHCP
9 1 (0.047%) DNS
9 1 (0.047%) Extranet
9 1 (0.047%) LAN
9 1 (0.047%) WAN
9 1 (0.047%) WLAN
Database & Business Intelligence
1 1117 (51.95%) Data Warehouse
2 967 (44.98%) SQL Server
3 809 (37.63%) SQL Server Integration Services
4 516 (24.00%) SQL Server Reporting Services
5 395 (18.37%) Big Data
6 363 (16.88%) SQL Server Analysis Services
7 327 (15.21%) Relational Database
8 322 (14.98%) Hadoop
9 236 (10.98%) SQL Server 2012
10 211 (9.81%) BusinessObjects
11 208 (9.67%) QlikView
12 198 (9.21%) NoSQL
13 170 (7.91%) RDBMS
14 160 (7.44%) Oracle Database
15 156 (7.26%) SQL Server 2008
16 149 (6.93%) MySQL
17 147 (6.84%) SQL Server 2014
18 125 (5.81%) Power BI
19 114 (5.30%) MongoDB
20 101 (4.70%) OLAP
Development Applications
1 124 (5.77%) Talend Open Studio
2 87 (4.05%) JIRA
3 85 (3.95%) Git (software)
4 79 (3.67%) Team Foundation Server
5 63 (2.93%) Jenkins
6 43 (2.00%) Gradle
7 38 (1.77%) JUnit
8 30 (1.40%) Visual Studio
9 28 (1.30%) SQL Server Management Studio (SSMS)
10 26 (1.21%) ERwin
11 25 (1.16%) IntelliJ
11 25 (1.16%) Subversion
12 24 (1.12%) TestNG
13 23 (1.07%) Mockito
14 21 (0.98%) Maven
15 20 (0.93%) Selenium
16 19 (0.88%) Eclipse
16 19 (0.88%) Octopus Deploy
17 17 (0.79%) Oracle APEX
18 15 (0.70%) Mercurial
General
1 641 (29.81%) Finance
2 215 (10.00%) Banking
3 162 (7.53%) Marketing
4 155 (7.21%) Retail
5 82 (3.81%) Legal
6 72 (3.35%) Investment Banking
7 49 (2.28%) Games
8 30 (1.40%) Telecoms
9 28 (1.30%) Financial Institution
10 24 (1.12%) Law
11 23 (1.07%) Front Office
12 20 (0.93%) Back Office
12 20 (0.93%) Manufacturing
13 19 (0.88%) Retail Banking
14 17 (0.79%) Advertising
14 17 (0.79%) Pharmaceutical
15 16 (0.74%) Corporate Banking
16 15 (0.70%) Private Banking
17 14 (0.65%) Publishing
18 8 (0.37%) Electronics
Job Titles
1 821 (38.19%) Developer
2 356 (16.56%) SQL Developer
3 350 (16.28%) Architect
4 291 (13.53%) Analyst
5 263 (12.23%) ETL Developer
6 254 (11.81%) Business Intelligence Developer
7 230 (10.70%) Data Architect
8 199 (9.26%) SSIS Developer
9 133 (6.19%) Data Engineer
10 122 (5.67%) SQL Server Developer
11 116 (5.40%) DBA
12 113 (5.26%) Data Warehouse Developer
13 106 (4.93%) SQL BI Developer
14 104 (4.84%) Consultant
15 102 (4.74%) Senior Developer
16 101 (4.70%) Business Intelligence Analyst
17 96 (4.47%) SQL DBA
18 92 (4.28%) SSRS Developer
19 85 (3.95%) Data Analyst
20 84 (3.91%) Informatica Developer
Libraries, Frameworks & Software Standards
1 209 (9.72%) Web Services
2 185 (8.60%) XML
3 180 (8.37%) .NET
4 67 (3.12%) HTML
5 64 (2.98%) MDX
6 55 (2.56%) REST
7 46 (2.14%) SOAP
8 43 (2.00%) RESTful
9 37 (1.72%) JMS
10 36 (1.67%) Spring
11 34 (1.58%) Middleware
12 33 (1.53%) .NET Framework
12 33 (1.53%) CSS
13 30 (1.40%) JPA
14 29 (1.35%) J2EE
15 27 (1.26%) ASP.NET
16 26 (1.21%) JSON
17 25 (1.16%) WebSphere MQ
18 24 (1.12%) Entity Framework
18 24 (1.12%) JDBC
Miscellaneous
1 322 (14.98%) Analytical Skills
2 237 (11.02%) Data Integration
3 214 (9.95%) Visualisation
4 169 (7.86%) Computer Science
5 91 (4.23%) Management Information System
5 91 (4.23%) Mathematics
6 65 (3.02%) Statistics
7 55 (2.56%) Enterprise Software
8 54 (2.51%) Replication
9 52 (2.42%) Data Structures
10 49 (2.28%) Fintech
11 35 (1.63%) User Experience
12 32 (1.49%) Algorithms
13 28 (1.30%) Data Extraction
14 23 (1.07%) Credit Risk
15 22 (1.02%) NHS
16 20 (0.93%) Economics
17 19 (0.88%) Inversion of Control
18 18 (0.84%) Reference Data
19 17 (0.79%) PMI
Operating Systems
1 205 (9.53%) Linux
2 163 (7.58%) Unix
3 144 (6.70%) Windows
4 40 (1.86%) Windows Server
5 39 (1.81%) Red Hat Enterprise Linux
6 19 (0.88%) Windows Server 2012
7 5 (0.23%) Ubuntu
8 4 (0.19%) Solaris
9 3 (0.14%) Android
9 3 (0.14%) Apple iOS
9 3 (0.14%) Windows XP
10 2 (0.093%) Oracle Linux
10 2 (0.093%) Windows Server 2008
11 1 (0.047%) CentOS
Processes & Methodologies
1 1136 (52.84%) Business Intelligence
2 536 (24.93%) Analytics
3 480 (22.33%) Data Modelling
4 472 (21.95%) Agile Software Development
5 280 (13.02%) Data Management
6 204 (9.49%) Data Architecture
7 190 (8.84%) Performance Tuning
8 182 (8.47%) Kimball Methodology
9 171 (7.95%) Migration
10 167 (7.77%) SDLC
11 148 (6.88%) Data Analysis
11 148 (6.88%) Data Analytics
12 143 (6.65%) ETL Development
13 140 (6.51%) Master Data Management
14 136 (6.33%) CRM
15 131 (6.09%) SOA
16 124 (5.77%) Data Visualisation
17 118 (5.49%) Scrum
18 113 (5.26%) Data Migration
19 109 (5.07%) Change Management
Programming Languages
1 1337 (62.19%) SQL
2 486 (22.60%) T-SQL
3 371 (17.26%) Java
4 288 (13.40%) Python
5 194 (9.02%) C#
6 139 (6.47%) PL/SQL
7 127 (5.91%) R
8 96 (4.47%) Scala
9 93 (4.33%) JavaScript
10 77 (3.58%) Shell Script
11 52 (2.42%) PowerShell
12 48 (2.23%) Perl
12 48 (2.23%) PHP
13 41 (1.91%) VBA
14 37 (1.72%) Data Analysis Expressions (DAX)
15 31 (1.44%) Clojure
16 27 (1.26%) C++
17 23 (1.07%) Apex Code
18 22 (1.02%) VB.NET
19 19 (0.88%) C
Qualifications
1 336 (15.63%) Degree
2 26 (1.21%) Microsoft Certification
3 20 (0.93%) PMI Certification
4 19 (0.88%) PhD
5 17 (0.79%) Security Cleared
6 16 (0.74%) Oracle Certification
7 15 (0.70%) ITIL Foundation Certificate
8 9 (0.42%) ISTQB
8 9 (0.42%) OCP
9 8 (0.37%) ACCA
9 8 (0.37%) CIMA
9 8 (0.37%) ISEB
10 7 (0.33%) MCITP
10 7 (0.33%) MCP
11 5 (0.23%) AAT
11 5 (0.23%) MCTS
12 4 (0.19%) MCSE
13 3 (0.14%) PMP
14 2 (0.093%) PRINCE2 Certification
14 2 (0.093%) SC Cleared
Quality Assurance & Compliance
1 265 (12.33%) Data Quality
2 98 (4.56%) QA
3 35 (1.63%) SLA
4 9 (0.42%) Dodd-Frank
5 7 (0.33%) Solvency II
6 5 (0.23%) CRD IV
7 4 (0.19%) HL7
8 2 (0.093%) SNOMED CT
9 1 (0.047%) FATCA
9 1 (0.047%) ISO20022
9 1 (0.047%) SDET
System Software
1 24 (1.12%) Apache Flume
1 24 (1.12%) HDFS
2 23 (1.07%) Docker
3 3 (0.14%) Active Directory
3 3 (0.14%) Ceph
4 2 (0.093%) GPFS
5 1 (0.047%) Apache ZooKeeper
5 1 (0.047%) Hyper-V
5 1 (0.047%) Oracle RAC
5 1 (0.047%) VMware Infrastructure
5 1 (0.047%) VMware Server
Systems Management
1 58 (2.70%) Opscode Chef
2 43 (2.00%) Ansible
3 37 (1.72%) Puppet
4 32 (1.49%) Control-M
5 14 (0.65%) Failover Clustering
6 9 (0.42%) Oozie
7 8 (0.37%) Mesos
8 7 (0.33%) Oracle Enterprise Manager
9 6 (0.28%) Perfmon
10 5 (0.23%) Data Guard
10 5 (0.23%) Dollar Universe
10 5 (0.23%) SCOM
11 4 (0.19%) HP Quality Center
12 3 (0.14%) Kibana
13 2 (0.093%) Oracle EDQ
14 1 (0.047%) Ambari
14 1 (0.047%) Backup Exec
14 1 (0.047%) Hadoop YARN
Vendors
1 573 (26.65%) Oracle
2 450 (20.93%) Microsoft
3 332 (15.44%) Informatica
4 331 (15.40%) Tableau
5 134 (6.23%) SAP
6 127 (5.91%) Cognos
7 124 (5.77%) Talend
8 109 (5.07%) Salesforce.com
9 80 (3.72%) IBM
10 67 (3.12%) Google
11 52 (2.42%) Teradata
12 42 (1.95%) MicroStrategy
13 35 (1.63%) Netezza
14 33 (1.53%) MuleSoft
15 29 (1.35%) EXASOL
16 28 (1.30%) Red Hat
16 28 (1.30%) Sybase
17 25 (1.16%) Vertica
18 24 (1.12%) RedGate
19 23 (1.07%) Hortonworks
Edgware, Middlesex
Nigel Frank International Ltd
Salary: £40000 - £60000 per annum + Car Allowance
Posted: 8 hours ago
London
Nigel Frank International Ltd
Salary: £40000 - £50000 per annum + benefits
Posted: 8 hours ago
London
Lorien Resourcing
Posted: 2 hours ago
London
Lawrence Harvey Enterprise
Salary: £40000.00 - £55000.00 per annum + Benefits
Posted: 10 hours ago
London
Zorba Consulting Limited
Salary: £40k - 45k per year + bonus + benefits
Posted: 10 hours ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: 1 hour ago
London
Information Technology Services
Salary: £60k - 70k per year + Excellent Benefits
Posted: 20 hours ago
Central London / West End
Initi8 Recruitment
Salary: £65000 - £80000 Per Annum Plus bens and 15% bonus
Posted: 7 hours ago
West London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum Plus excellent benefits
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 8 hours ago
City, London
Evolution Recruitment Solutions
Salary: 40,000 - 45,000
Posted: 5 days ago
London
Movement8
Salary: From £45,000 to £60,000 per annum
Posted: 4 days ago
London
Freshtechit
Salary: From £45,000 to £55,000 per annum
Posted: 5 days ago
London
ReThink Recruitment
Salary: £70000.00 - £80000.00 per annum + Excellent Bens
Posted: 3 days ago
London
ISL
Salary: £35000.00 - £37000.00 per annum
Posted: 3 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + Benefits
Posted: 5 days ago
City, London
Oliver James Associates
Posted: 3 days ago
London
onezeero.
Salary: £70000 - £80000 per annum + Car/Bonus
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £95,000
Posted: 4 days ago
North London
The Bridge Ltd
Salary: From £45,000 to £63,000 per annum Annual Bonus, Pension, Healthcare, S
Posted: 3 days ago
Barnet, Hertfordshire
Harrington Starr
Salary: £30000 - £40000 per annum
Posted: 4 days ago
London
Harvey Nash plc
Salary: £55000 - £65000 per annum + benefits package and bonus
Posted: 5 days ago
South West London
World First
Posted: 3 days ago
London
Arrows Group
Salary: £55000 - £65000 per annum + benefits
Posted: 3 days ago
City, London
Pioneer Search
Salary: £25000.00 - £29000.00 per annum
Posted: 4 days ago
City, London
Hays Finance Technology
Salary: £40000.00 - £60000.00 per annum
Posted: 5 days ago
London
Exposed Solutions
Salary: £40000 - £45000 per annum
Posted: 3 days ago
City, London
Pioneer Search
Salary: £35000 - £40000 per annum
Posted: 4 days ago
London
Parallel Consulting
Salary: £70000 - £80000 per annum
Posted: 3 days ago
City, London
I3
Salary: £50000 - £55000 per annum + bonus + extensive benefits
Posted: 5 days ago