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 26 July 2016 with a comparison to the same period over the previous 2 years.

3 months to
26 Jul 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 91 73 77
Rank change year-on-year
-18 +4
Permanent jobs citing ETL 185 363 442
As % of all permanent IT jobs located in the City of London 2.95% 3.46% 3.59%
As % of the Processes & Methodologies category 3.29% 3.95% 4.17%
Number of salaries quoted 171 318 387
Median salary £60,000 £57,500 £59,500
Median salary % change year-on-year
+4.34% -3.36%
90% offered a salary of more than £40,000 £42,500 £40,000
10% offered a salary of more than £77,500 £80,000 £82,500
UK excluding London median salary £45,000 £46,000 £44,000
% change year-on-year
-2.17% +4.54%
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
5627 9181 10605
As % of all permanent IT jobs located in the City of London 89.64% 87.63% 86.13%
Number of salaries quoted 5131 7829 8742
Median salary £60,500 £60,000 £57,500
Median salary % change year-on-year
+0.83% +4.34%
90% offered a salary of more than £42,500 £39,000 £37,500
10% offered a salary of more than £85,000 £80,000 £82,500
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

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 26 July 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 26 July 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.

1 250 (64.10%) SQL
2 233 (59.74%) Business Intelligence
3 208 (53.33%) Data Warehouse
4 201 (51.54%) SQL Server Integration Services
5 188 (48.21%) SQL Server
6 167 (42.82%) Finance
7 146 (37.44%) SQL Server Reporting Services
8 114 (29.23%) Microsoft
9 101 (25.90%) SQL Server Analysis Services
9 101 (25.90%) Analytics
10 96 (24.62%) Agile Software Development
11 94 (24.10%) T-SQL
12 80 (20.51%) Data Modelling
12 80 (20.51%) Big Data
13 72 (18.46%) Oracle
14 68 (17.44%) MS Excel
14 68 (17.44%) Analytical Skills
15 66 (16.92%) Tableau
16 65 (16.67%) Banking
17 63 (16.15%) Visualisation
18 60 (15.38%) Data Management
19 59 (15.13%) Hadoop
20 55 (14.10%) BusinessObjects
21 51 (13.08%) QlikView
22 50 (12.82%) Data Quality
22 50 (12.82%) Degree
22 50 (12.82%) Python
23 49 (12.56%) Informatica
24 44 (11.28%) Relational Database
25 40 (10.26%) SQL Server 2012

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 31 (7.95%) Apache Spark
2 18 (4.62%) SharePoint
3 17 (4.36%) SAS
4 10 (2.56%) Apache
4 10 (2.56%) BizTalk Server
5 6 (1.54%) Confluence
6 5 (1.28%) ArcGIS
7 4 (1.03%) Elasticsearch
7 4 (1.03%) IIS
7 4 (1.03%) IPython
7 4 (1.03%) Jupyter
8 2 (0.51%) MQSeries
8 2 (0.51%) SharePoint 2010
8 2 (0.51%) SharePoint 2013
9 1 (0.26%) Blackberry Enterprise Server
9 1 (0.26%) CMS
9 1 (0.26%) Drupal
9 1 (0.26%) MS Exchange
9 1 (0.26%) Mule
9 1 (0.26%) WebSphere
Applications
1 68 (17.44%) MS Excel
2 13 (3.33%) MS Office
3 10 (2.56%) MS Visio
4 8 (2.05%) MS PowerPoint
5 7 (1.79%) SPSS
6 3 (0.77%) Spreadsheet
7 1 (0.26%) Acrobat
7 1 (0.26%) Gephi
7 1 (0.26%) MS Project
Business Applications
1 14 (3.59%) Dynamics CRM
2 8 (2.05%) Salesforce.com CRM
3 7 (1.79%) Cognos Business Intelligence
3 7 (1.79%) Markit EDM
4 6 (1.54%) PeopleSoft Financials
5 1 (0.26%) Cognos TM1
5 1 (0.26%) thinkFolio
5 1 (0.26%) Visualfiles
Cloud Services
1 21 (5.38%) Amazon AWS
2 12 (3.08%) Microsoft Azure
3 9 (2.31%) Amazon Kinesis
4 8 (2.05%) Google Analytics
5 7 (1.79%) Amazon EC2
6 6 (1.54%) Force.com
6 6 (1.54%) Google Cloud Platform
7 5 (1.28%) Cloud Computing
7 5 (1.28%) SaaS
8 4 (1.03%) AWS Elastic Beanstalk
9 2 (0.51%) GitHub
10 1 (0.26%) Amazon EMR
10 1 (0.26%) Amazon S3
10 1 (0.26%) AWS Lambda
10 1 (0.26%) PaaS
Communications & Networking
1 2 (0.51%) Internet
1 2 (0.51%) Intranet
1 2 (0.51%) Remote Desktop
2 1 (0.26%) DHCP
2 1 (0.26%) DNS
2 1 (0.26%) LAN
2 1 (0.26%) Network Security
2 1 (0.26%) TCP/IP
2 1 (0.26%) VPN
2 1 (0.26%) WAN
Database & Business Intelligence
1 208 (53.33%) Data Warehouse
2 201 (51.54%) SQL Server Integration Services
3 188 (48.21%) SQL Server
4 146 (37.44%) SQL Server Reporting Services
5 101 (25.90%) SQL Server Analysis Services
6 80 (20.51%) Big Data
7 59 (15.13%) Hadoop
8 55 (14.10%) BusinessObjects
9 51 (13.08%) QlikView
10 44 (11.28%) Relational Database
11 40 (10.26%) SQL Server 2008
11 40 (10.26%) SQL Server 2012
12 36 (9.23%) OLAP
13 27 (6.92%) Power BI
14 26 (6.67%) NoSQL
15 20 (5.13%) SQL Server 2014
16 18 (4.62%) Amazon Redshift
16 18 (4.62%) Apache Hive
17 17 (4.36%) Data Mining
17 17 (4.36%) RDBMS
Development Applications
1 17 (4.36%) Visual Studio
2 14 (3.59%) Talend Open Studio
3 12 (3.08%) Team Foundation Server
4 7 (1.79%) Eclipse
4 7 (1.79%) SQL Server Management Studio (SSMS)
5 6 (1.54%) Git (software)
5 6 (1.54%) Subversion
6 4 (1.03%) ERwin
7 3 (0.77%) Jenkins
7 3 (0.77%) JIRA
8 2 (0.51%) FitNesse
8 2 (0.51%) Selenium
9 1 (0.26%) Atlassian Bamboo
9 1 (0.26%) HP UFT
9 1 (0.26%) MSTest
9 1 (0.26%) Rational Robot
9 1 (0.26%) SilkTest
9 1 (0.26%) SpecFlow
9 1 (0.26%) Visual Studio Tools for Office
9 1 (0.26%) WinRunner
General
1 167 (42.82%) Finance
2 65 (16.67%) Banking
3 28 (7.18%) Law
4 25 (6.41%) Marketing
5 23 (5.90%) Investment Banking
6 16 (4.10%) Retail
7 12 (3.08%) Advertising
8 10 (2.56%) Legal
9 9 (2.31%) Back Office
10 8 (2.05%) Front Office
11 5 (1.28%) Games
12 2 (0.51%) Financial Institution
13 1 (0.26%) General Ledger
13 1 (0.26%) Music Industry
13 1 (0.26%) Publishing
13 1 (0.26%) Telecoms
Job Titles
1 162 (41.54%) Developer
2 85 (21.79%) Business Intelligence Developer
3 66 (16.92%) Analyst
4 51 (13.08%) SQL Developer
4 51 (13.08%) SSIS Developer
5 34 (8.72%) ETL Developer
6 33 (8.46%) Architect
7 29 (7.44%) SSAS Developer
7 29 (7.44%) SSRS Developer
8 27 (6.92%) Senior Developer
9 26 (6.67%) Consultant
10 23 (5.90%) Business Intelligence Analyst
11 22 (5.64%) Data Engineer
12 20 (5.13%) Data Architect
12 20 (5.13%) Data Warehouse Developer
12 20 (5.13%) SQL BI Developer
13 19 (4.87%) SQL Analyst
14 18 (4.62%) Database Developer
15 17 (4.36%) DBA
16 16 (4.10%) Data Analyst
Libraries, Frameworks & Software Standards
1 39 (10.00%) .NET
2 24 (6.15%) XML
3 22 (5.64%) MDX
4 20 (5.13%) Web Services
5 16 (4.10%) HTML
6 15 (3.85%) D3.js
7 11 (2.82%) JSON
8 10 (2.56%) HTML5
9 9 (2.31%) jQuery
9 9 (2.31%) XSLT
10 7 (1.79%) XSD
11 6 (1.54%) CSS
11 6 (1.54%) Middleware
12 5 (1.28%) .NET Framework
12 5 (1.28%) ASP.NET Web API
12 5 (1.28%) REST
12 5 (1.28%) SOAP
13 4 (1.03%) ASP.NET
13 4 (1.03%) Kafka
13 4 (1.03%) scikit-learn
Miscellaneous
1 68 (17.44%) Analytical Skills
2 63 (16.15%) Visualisation
3 40 (10.26%) Computer Science
4 36 (9.23%) Data Integration
5 28 (7.18%) Management Information System
6 18 (4.62%) Fintech
7 17 (4.36%) Replication
8 12 (3.08%) Derivative
8 12 (3.08%) Fixed Income
9 11 (2.82%) Mathematics
9 11 (2.82%) Statistics
10 10 (2.56%) Clustering
10 10 (2.56%) User Experience
11 9 (2.31%) Data Extraction
11 9 (2.31%) Data Structures
12 8 (2.05%) Digital Media
12 8 (2.05%) Equities
13 7 (1.79%) Reinsurance
14 5 (1.28%) Credit Risk
14 5 (1.28%) SWIFT
Operating Systems
1 30 (7.69%) Unix
2 14 (3.59%) Linux
3 13 (3.33%) Windows
4 3 (0.77%) Windows Server
5 2 (0.51%) Windows 7
6 1 (0.26%) Windows Server 2008
6 1 (0.26%) Windows Server 2012
6 1 (0.26%) Windows Vista
Processes & Methodologies
1 233 (59.74%) Business Intelligence
2 101 (25.90%) Analytics
3 96 (24.62%) Agile Software Development
4 80 (20.51%) Data Modelling
5 60 (15.38%) Data Management
6 36 (9.23%) Data Analytics
6 36 (9.23%) Data Visualisation
6 36 (9.23%) SDLC
7 34 (8.72%) Kimball Methodology
8 33 (8.46%) Performance Tuning
9 32 (8.21%) Data Analysis
10 28 (7.18%) Information Management
11 26 (6.67%) CRM
12 25 (6.41%) Data Architecture
13 24 (6.15%) Dimensional Modelling
14 21 (5.38%) E-Commerce
14 21 (5.38%) Open Source
14 21 (5.38%) Scrum
15 20 (5.13%) Asset Management
15 20 (5.13%) Machine Learning
Programming Languages
1 250 (64.10%) SQL
2 94 (24.10%) T-SQL
3 50 (12.82%) Python
4 39 (10.00%) C#
5 38 (9.74%) Java
6 19 (4.87%) R
7 15 (3.85%) JavaScript
7 15 (3.85%) Perl
7 15 (3.85%) VBA
8 10 (2.56%) PowerShell
9 8 (2.05%) Shell Script
10 7 (1.79%) MATLAB
11 6 (1.54%) PHP
11 6 (1.54%) PL/SQL
12 5 (1.28%) Data Analysis Expressions (DAX)
12 5 (1.28%) Scala
13 3 (0.77%) VB
14 2 (0.51%) C
14 2 (0.51%) VB.NET
15 1 (0.26%) C++
Qualifications
1 50 (12.82%) Degree
2 8 (2.05%) Microsoft Certification
3 7 (1.79%) PhD
4 3 (0.77%) IBM Certification
4 3 (0.77%) MCITP
4 3 (0.77%) Security Cleared
5 2 (0.51%) HND
5 2 (0.51%) ISEB
5 2 (0.51%) ISTQB
5 2 (0.51%) MCDBA
5 2 (0.51%) MCSE
5 2 (0.51%) MCTS
6 1 (0.26%) ITIL Certification
6 1 (0.26%) MCAD
6 1 (0.26%) MCP
6 1 (0.26%) MCSD
6 1 (0.26%) OCP
6 1 (0.26%) Oracle Certification
6 1 (0.26%) SAP Certification
6 1 (0.26%) SC Cleared
Quality Assurance & Compliance
1 50 (12.82%) Data Quality
2 18 (4.62%) QA
3 6 (1.54%) SLA
4 2 (0.51%) Solvency II
5 1 (0.26%) CRD IV
5 1 (0.26%) EMIR
5 1 (0.26%) MiFID
5 1 (0.26%) PCI DSS
System Software
1 9 (2.31%) HDFS
2 6 (1.54%) Active Directory
3 5 (1.28%) Apache Flume
4 4 (1.03%) Docker
5 2 (0.51%) VMware Infrastructure
6 1 (0.26%) GPFS
6 1 (0.26%) Microsoft Virtual Server
6 1 (0.26%) Virtual Servers
6 1 (0.26%) vSphere
Systems Management
1 6 (1.54%) Control-M
2 2 (0.51%) Ambari
2 2 (0.51%) Dollar Universe
2 2 (0.51%) Puppet
3 1 (0.26%) Failover Clustering
3 1 (0.26%) HP Quality Center
3 1 (0.26%) Oozie
3 1 (0.26%) Opscode Chef
Vendors
1 114 (29.23%) Microsoft
2 72 (18.46%) Oracle
3 66 (16.92%) Tableau
4 49 (12.56%) Informatica
5 34 (8.72%) SAP
6 22 (5.64%) Salesforce.com
7 21 (5.38%) Cognos
8 18 (4.62%) Sybase
9 15 (3.85%) IBM
9 15 (3.85%) Teradata
10 14 (3.59%) Alteryx
10 14 (3.59%) Google
10 14 (3.59%) Talend
11 12 (3.08%) Omniture
12 10 (2.56%) Netezza
13 9 (2.31%) Hortonworks
14 8 (2.05%) MicroStrategy
14 8 (2.05%) WorldPay
15 7 (1.79%) Cloudera
16 6 (1.54%) TIBCO
City of London
Churchill Frank International
Salary: £35000 - £50000 per annum + bonus and benefits
Posted: 21 hours ago
City, London
Twenty Recruitment Group
Salary: From £75,000 to £85,000 per annum
Posted: Yesterday
City, London
Pioneer Search
Salary: £55000 - £65000 per annum + Bonus + Benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: Yesterday
City, London
Parallel Consulting
Salary: £60000 - £65000 per annum + excellent benefits
Posted: Yesterday
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: Yesterday
City, London
Harris Rubbert Associates
Salary: £75,000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £100000 per annum
Posted: 2 days ago
City, London
Robert Half
Salary: £55000 - £75000 per annum
Posted: 5 days ago
City, London
Technology People UK
Salary: Up to £65,000 + Bonus + Benefits
Posted: 5 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £55000 - £70000 per annum
Posted: 4 days ago
City, London
Networking People
Salary: £40000 - £65000 per annum + Share Options + Benefits
Posted: 5 days ago
City, London
Twenty Recruitment Group
Salary: From £75,000 to £95,000 per annum Plus Bonus and Benefits
Posted: 5 days ago
City, London
Pioneer Search
Salary: £45000 - £55000 per annum + Bonus + Benefits
Posted: 5 days ago
City of London
Hays London City Cheapside
Salary: £50000.00 - £65000.00 per annum
Posted: 13 days ago
City, London
Venturi Limited
Salary: Benefits
Posted: 23 hours ago
City, London
Pioneer Search
Salary: £65000 - £80000 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £85000 - £95000 per annum
Posted: 5 days ago
City of London
Lawrence Harvey
Salary: £65000.00 - £80000.00 per annum + bonus, pension, flexible working
Posted: 12 days ago
City, London
Simply Business
Salary: Competitive Salary + Benefits
Posted: 6 days ago
City, London
Pioneer Search
Salary: £85000 - £95000 per annum + Bonus + Benefits
Posted: 5 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 5 days ago