The table below looks at the statistics for ETL skills in IT jobs advertised for the City of London region. Included is a guide to the salaries offered in IT jobs that have cited ETL over the 3 months to 27 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
27 Sep 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 94 76 84
Rank change year-on-year
-18 +8
Permanent jobs citing ETL 178 313 352
As % of all permanent IT jobs located in the City of London 2.97% 3.63% 3.13%
As % of the Processes & Methodologies category 3.33% 4.16% 3.68%
Number of salaries quoted 161 265 298
Median salary £62,000 £57,500 £57,500
Median salary % change year-on-year
+7.82% -
90% offered a salary of more than £45,000 £45,000 £40,000
10% offered a salary of more than £87,500 £80,000 £75,000
UK excluding London median salary £45,000 £45,000 £45,000
ETL
London

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Permanent IT job ads with a match in the
Processes & Methodologies category
5341 7529 9561
As % of all permanent IT jobs located in the City of London 89.17% 87.33% 84.93%
Number of salaries quoted 4881 6482 7969
Median salary £60,000 £60,000 £55,000
Median salary % change year-on-year
- +9.09%
90% offered a salary of more than £42,500 £37,500 £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 the City of London

The demand trend of job ads across the City of London region citing ETL as a proportion of all IT jobs with a match in the Processes & Methodologies category.

ETL Jobs Demand Trend in the City of London

ETL
Salary Trend in the City of London

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

ETL Salary Trend in the City of London

ETL
Salary Histogram in the City of London

This chart provides a salary histogram for IT jobs citing ETL across the City of London region over the 3 months to 27 September 2016.

ETL Salary Histogram in the City of London

ETL
Top 30 Related IT Skills in the City of London

For the 6 months to 27 September 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 City of London region with a requirement for ETL.

1 232 (65.54%) SQL
2 210 (59.32%) Business Intelligence
3 197 (55.65%) Data Warehouse
4 183 (51.69%) SQL Server
5 182 (51.41%) SQL Server Integration Services
6 142 (40.11%) SQL Server Reporting Services
7 130 (36.72%) Finance
8 102 (28.81%) T-SQL
9 94 (26.55%) Data Modelling
10 93 (26.27%) Microsoft
10 93 (26.27%) SQL Server Analysis Services
11 92 (25.99%) Agile Software Development
12 85 (24.01%) Analytics
13 70 (19.77%) Oracle
14 60 (16.95%) Tableau
15 58 (16.38%) Big Data
16 53 (14.97%) Data Management
17 52 (14.69%) Banking
18 50 (14.12%) BusinessObjects
18 50 (14.12%) SDLC
19 48 (13.56%) Analytical Skills
19 48 (13.56%) Data Quality
20 47 (13.28%) MS Excel
21 46 (12.99%) Performance Tuning
22 45 (12.71%) Java
22 45 (12.71%) Visualisation
23 44 (12.43%) QlikView
23 44 (12.43%) Python
24 43 (12.15%) Informatica
25 42 (11.86%) SQL Server 2008

ETL
Top Related IT Skills in the City of 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 22 (6.21%) SharePoint
2 17 (4.80%) Apache Spark
3 14 (3.95%) SAS
4 6 (1.69%) Apache
5 5 (1.41%) ArcGIS
6 4 (1.13%) BizTalk Server
6 4 (1.13%) IIS
7 2 (0.56%) Apache Pig
7 2 (0.56%) CMS
7 2 (0.56%) Elasticsearch
7 2 (0.56%) MQSeries
7 2 (0.56%) Mule
7 2 (0.56%) SharePoint 2010
7 2 (0.56%) SharePoint 2013
7 2 (0.56%) WebSphere
8 1 (0.28%) Confluence
8 1 (0.28%) Drupal
8 1 (0.28%) IPython
8 1 (0.28%) Jupyter
8 1 (0.28%) Oracle Service Bus
Applications
1 47 (13.28%) MS Excel
2 7 (1.98%) MS PowerPoint
2 7 (1.98%) SPSS
3 5 (1.41%) MS Office
4 3 (0.85%) MS Visio
5 2 (0.56%) Gephi
5 2 (0.56%) Spreadsheet
6 1 (0.28%) Acrobat
6 1 (0.28%) MS Project
Business Applications
1 9 (2.54%) Markit EDM
2 7 (1.98%) Cognos Business Intelligence
3 4 (1.13%) Dynamics CRM
3 4 (1.13%) PeopleSoft Financials
3 4 (1.13%) Salesforce.com CRM
4 1 (0.28%) Adobe Campaign
4 1 (0.28%) Cognos TM1
Cloud Services
1 22 (6.21%) Amazon AWS
2 9 (2.54%) Google Cloud Platform
3 8 (2.26%) Amazon EC2
3 8 (2.26%) Microsoft Azure
4 7 (1.98%) Force.com
5 5 (1.41%) Google Analytics
5 5 (1.41%) SaaS
6 2 (0.56%) Amazon Kinesis
6 2 (0.56%) Cloud Computing
7 1 (0.28%) Amazon EMR
7 1 (0.28%) AWS Elastic Beanstalk
7 1 (0.28%) PaaS
Communications & Networking
1 2 (0.56%) Intranet
1 2 (0.56%) Remote Desktop
2 1 (0.28%) DHCP
2 1 (0.28%) DNS
2 1 (0.28%) FTP
2 1 (0.28%) LAN
2 1 (0.28%) Network Security
2 1 (0.28%) TCP/IP
2 1 (0.28%) VPN
2 1 (0.28%) WAN
Database & Business Intelligence
1 197 (55.65%) Data Warehouse
2 183 (51.69%) SQL Server
3 182 (51.41%) SQL Server Integration Services
4 142 (40.11%) SQL Server Reporting Services
5 93 (26.27%) SQL Server Analysis Services
6 58 (16.38%) Big Data
7 50 (14.12%) BusinessObjects
8 44 (12.43%) QlikView
9 42 (11.86%) SQL Server 2008
9 42 (11.86%) SQL Server 2012
10 39 (11.02%) Hadoop
10 39 (11.02%) Relational Database
11 30 (8.47%) OLAP
12 23 (6.50%) NoSQL
13 20 (5.65%) MySQL
13 20 (5.65%) Power BI
14 19 (5.37%) SQL Server 2014
15 18 (5.08%) Microsoft Analysis Services
15 18 (5.08%) SQL Server 2005
16 14 (3.95%) Apache Hive
Development Applications
1 12 (3.39%) Visual Studio
2 11 (3.11%) Git (software)
2 11 (3.11%) JIRA
2 11 (3.11%) Team Foundation Server
3 9 (2.54%) Talend Open Studio
4 5 (1.41%) ERwin
4 5 (1.41%) SQL Server Management Studio (SSMS)
5 4 (1.13%) Eclipse
5 4 (1.13%) FishEye
5 4 (1.13%) Liquibase
5 4 (1.13%) Subversion
6 3 (0.85%) Jenkins
7 2 (0.56%) Ant
8 1 (0.28%) HP UFT
8 1 (0.28%) IntelliJ
8 1 (0.28%) MSTest
8 1 (0.28%) Rational Robot
8 1 (0.28%) SilkTest
8 1 (0.28%) VSS/SourceSafe
8 1 (0.28%) WinRunner
General
1 130 (36.72%) Finance
2 52 (14.69%) Banking
3 20 (5.65%) Marketing
4 19 (5.37%) Legal
5 18 (5.08%) Investment Banking
6 12 (3.39%) Law
7 11 (3.11%) Advertising
8 9 (2.54%) Retail
9 7 (1.98%) Front Office
10 4 (1.13%) Back Office
11 3 (0.85%) Financial Institution
12 2 (0.56%) Billing
12 2 (0.56%) Music Industry
12 2 (0.56%) Pharmaceutical
13 1 (0.28%) Corporate Banking
13 1 (0.28%) French Language
13 1 (0.28%) Games
13 1 (0.28%) General Ledger
Job Titles
1 160 (45.20%) Developer
2 73 (20.62%) Business Intelligence Developer
3 65 (18.36%) Analyst
4 52 (14.69%) SQL Developer
5 39 (11.02%) SSIS Developer
6 37 (10.45%) Architect
7 35 (9.89%) ETL Developer
8 30 (8.47%) Business Intelligence Analyst
9 25 (7.06%) Data Architect
9 25 (7.06%) SSRS Developer
10 24 (6.78%) Consultant
10 24 (6.78%) DBA
11 22 (6.21%) SSAS Developer
12 21 (5.93%) SQL DBA
13 20 (5.65%) SQL BI Developer
14 19 (5.37%) Senior Developer
15 18 (5.08%) Data Warehouse Developer
16 17 (4.80%) Data Analyst
16 17 (4.80%) Data Engineer
17 16 (4.52%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 33 (9.32%) .NET
2 18 (5.08%) Web Services
2 18 (5.08%) XML
3 14 (3.95%) MDX
4 12 (3.39%) D3.js
5 9 (2.54%) jQuery
6 8 (2.26%) HTML
6 8 (2.26%) Middleware
7 7 (1.98%) JSON
8 6 (1.69%) .NET Framework
8 6 (1.69%) HTML5
8 6 (1.69%) Lucene
8 6 (1.69%) REST
8 6 (1.69%) SOAP
9 5 (1.41%) ASP.NET Web API
10 4 (1.13%) Grails
10 4 (1.13%) JRuby
10 4 (1.13%) RESTful
11 3 (0.85%) Entity Framework
11 3 (0.85%) ODBC
Miscellaneous
1 48 (13.56%) Analytical Skills
2 45 (12.71%) Visualisation
3 35 (9.89%) Data Integration
4 27 (7.63%) Computer Science
5 26 (7.34%) Replication
6 19 (5.37%) Statistics
7 14 (3.95%) Management Information System
8 11 (3.11%) User Experience
9 10 (2.82%) Data Extraction
10 9 (2.54%) Fixed Income
11 8 (2.26%) Fintech
11 8 (2.26%) Mathematics
12 7 (1.98%) Digital Media
13 6 (1.69%) Derivative
13 6 (1.69%) Equities
14 5 (1.41%) Data Structures
14 5 (1.41%) Smartphone
15 4 (1.13%) Clustering
15 4 (1.13%) Semantic Web
15 4 (1.13%) Smart Home
Operating Systems
1 35 (9.89%) Unix
2 14 (3.95%) Linux
2 14 (3.95%) Windows
3 3 (0.85%) Windows Server
4 1 (0.28%) Ubuntu
4 1 (0.28%) Windows 7
4 1 (0.28%) Windows Server 2008
4 1 (0.28%) Windows Server 2012
4 1 (0.28%) Windows Vista
Processes & Methodologies
1 210 (59.32%) Business Intelligence
2 94 (26.55%) Data Modelling
3 92 (25.99%) Agile Software Development
4 85 (24.01%) Analytics
5 53 (14.97%) Data Management
6 50 (14.12%) SDLC
7 46 (12.99%) Performance Tuning
8 41 (11.58%) Kimball Methodology
9 36 (10.17%) Data Analytics
10 35 (9.89%) Data Architecture
11 29 (8.19%) Dimensional Modelling
12 28 (7.91%) Migration
13 27 (7.63%) Data Visualisation
14 24 (6.78%) High Availability
15 23 (6.50%) Asset Management
15 23 (6.50%) CRM
16 20 (5.65%) Data Analysis
16 20 (5.65%) Information Management
17 19 (5.37%) Open Source
18 18 (5.08%) Waterfall
Programming Languages
1 232 (65.54%) SQL
2 102 (28.81%) T-SQL
3 45 (12.71%) Java
4 44 (12.43%) Python
5 33 (9.32%) C#
6 13 (3.67%) JavaScript
6 13 (3.67%) Perl
7 12 (3.39%) PL/SQL
7 12 (3.39%) R
8 11 (3.11%) PowerShell
8 11 (3.11%) VBA
9 10 (2.82%) Scala
9 10 (2.82%) Shell Script
10 8 (2.26%) PHP
11 5 (1.41%) C++
11 5 (1.41%) Data Analysis Expressions (DAX)
11 5 (1.41%) MATLAB
12 4 (1.13%) C
12 4 (1.13%) Clojure
12 4 (1.13%) Jython
Qualifications
1 29 (8.19%) Degree
2 10 (2.82%) Microsoft Certification
3 9 (2.54%) OCP
3 9 (2.54%) Oracle Certification
4 5 (1.41%) MCSE
4 5 (1.41%) PhD
5 3 (0.85%) IBM Certification
5 3 (0.85%) MCITP
5 3 (0.85%) PMI Certification
6 2 (0.56%) ISEB
6 2 (0.56%) ISTQB
6 2 (0.56%) MCDBA
6 2 (0.56%) MCP
6 2 (0.56%) MCTS
6 2 (0.56%) Security Cleared
7 1 (0.28%) DV Cleared
7 1 (0.28%) HND
7 1 (0.28%) ITIL Certification
7 1 (0.28%) SAP Certification
7 1 (0.28%) SC Cleared
Quality Assurance & Compliance
1 48 (13.56%) Data Quality
2 19 (5.37%) QA
3 2 (0.56%) SLA
4 1 (0.28%) FATCA
System Software
1 5 (1.41%) Active Directory
2 3 (0.85%) HDFS
3 2 (0.56%) Apache Flume
3 2 (0.56%) VMware Infrastructure
4 1 (0.28%) Docker
4 1 (0.28%) GPFS
4 1 (0.28%) Microsoft Virtual Server
4 1 (0.28%) Virtual Servers
4 1 (0.28%) vSphere
Systems Management
1 9 (2.54%) Failover Clustering
2 8 (2.26%) Control-M
3 2 (0.56%) Dollar Universe
4 1 (0.28%) Ambari
4 1 (0.28%) HP Quality Center
4 1 (0.28%) Oozie
4 1 (0.28%) Opscode Chef
Vendors
1 93 (26.27%) Microsoft
2 70 (19.77%) Oracle
3 60 (16.95%) Tableau
4 43 (12.15%) Informatica
5 32 (9.04%) Cognos
6 25 (7.06%) SAP
7 21 (5.93%) Salesforce.com
8 18 (5.08%) Google
9 13 (3.67%) Sybase
10 12 (3.39%) IBM
11 11 (3.11%) MicroStrategy
12 10 (2.82%) Alteryx
12 10 (2.82%) Teradata
13 9 (2.54%) Talend
14 8 (2.26%) Omniture
15 6 (1.69%) Netezza
16 5 (1.41%) Ab Initio
16 5 (1.41%) Zuora
17 4 (1.13%) CA
17 4 (1.13%) Genesys
City, London
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 13 hours ago
City, London
onezeero.
Salary: £50000 - £65000 per annum + Benefits
Posted: Yesterday
City, London
Parallel Consulting
Salary: £65000 - £70000 per annum + excellent benefits
Posted: 20 hours ago
City, London
Experis Ltd
Salary: £40000 - £52000 per annum
Posted: Yesterday
City, London
Third Republic Ltd
Salary: Up to £95,000 per annum
Posted: Yesterday
City, London
Pioneer Search
Salary: £55000 - £70000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £55000 per annum
Posted: Yesterday
City, London
Client Server
Salary: £55k to £70k + bonus + benefits
Posted: Yesterday
City, London
Capital IT Resourcing LTD
Salary: £45000 - £50000 per annum + Benefits
Posted: 5 days ago
City, London
First Point
Salary: £38000.00 - £45000.00 per annum
Posted: 4 days ago
City, London
Dunsdon Rose
Salary: From £40,000 to £60,000 per annum Bonus + Benefits package
Posted: 4 days ago
City, London
Parallel Consulting
Salary: £50000 - £75000 per annum
Posted: 4 days ago
City, London
Harrington Starr
Salary: £40000 - £45000 per annum + benefits
Posted: 6 days ago
City, London
ReThink Recruitment
Salary: 20% bonus
Posted: Yesterday
City of London
Lawrence Harvey
Salary: £50000.00 - £60000.00 per annum + Gym, Travel Loan, Pension
Posted: 20 days ago
City, London
Third Republic Ltd
Salary: Up to £95,000 per annum
Posted: Yesterday
City of London
Hays London City Cheapside
Salary: £80000.00 - £100000.00 per annum + bonus and benefits
Posted: 9 days ago
City, London
Sanderson
Salary: £35000.00 - £40000.00 per annum
Posted: 25 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £85000 - £100000 per annum
Posted: 20 days ago
City, London
Sanderson
Salary: £45000.00 - £48000.00 per annum
Posted: 25 days ago
City, London
Bloomberg
Posted: 20 days ago
City, London
Royal Mail Group
Salary: Excellent Salary & Benefits
Posted: 18 days ago
City of London
Mason Frank International
Salary: £30000 - £40000 per annum + Bonus & Benefits
Posted: 12 days ago