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 25 June 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Jun 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 105 74 78
Rank change year-on-year
-31 +4
Permanent jobs citing ETL 171 345 470
As % of all permanent IT jobs located in the City of London 2.72% 3.33% 3.58%
As % of the Processes & Methodologies category 3.03% 3.80% 4.16%
Number of salaries quoted 160 307 402
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £36,000 £42,500 £40,000
10% offered a salary of more than £82,500 £82,200 £85,000
UK excluding London median salary £45,000 £45,000 £43,500
% change year-on-year
- +3.44%
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
5642 9090 11296
As % of all permanent IT jobs located in the City of London 89.66% 87.85% 85.99%
Number of salaries quoted 5146 7772 9386
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 £40,000 £37,500
10% offered a salary of more than £85,000 £80,000 £80,000
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 25 June 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 25 June 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.

1 287 (65.98%) SQL
2 254 (58.39%) Business Intelligence
3 225 (51.72%) SQL Server Integration Services
4 212 (48.74%) Data Warehouse
5 202 (46.44%) Finance
6 201 (46.21%) SQL Server
7 167 (38.39%) SQL Server Reporting Services
8 141 (32.41%) Microsoft
9 125 (28.74%) SQL Server Analysis Services
10 107 (24.60%) Analytics
11 100 (22.99%) T-SQL
12 94 (21.61%) Data Modelling
13 93 (21.38%) Agile Software Development
14 92 (21.15%) Big Data
15 86 (19.77%) MS Excel
16 80 (18.39%) Analytical Skills
17 79 (18.16%) Oracle
18 76 (17.47%) Data Management
19 74 (17.01%) Hadoop
20 70 (16.09%) Banking
21 61 (14.02%) Visualisation
22 56 (12.87%) Python
23 55 (12.64%) Data Quality
24 53 (12.18%) C#
25 52 (11.95%) .NET
25 52 (11.95%) Relational Database
26 51 (11.72%) Tableau
26 51 (11.72%) BusinessObjects
26 51 (11.72%) Degree
27 49 (11.26%) OLAP

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 32 (7.36%) Apache Spark
2 19 (4.37%) SAS
3 15 (3.45%) Apache
3 15 (3.45%) SharePoint
4 9 (2.07%) BizTalk Server
5 8 (1.84%) Confluence
6 7 (1.61%) Elasticsearch
7 4 (0.92%) IIS
8 3 (0.69%) IPython
8 3 (0.69%) Jupyter
9 2 (0.46%) ArcGIS
9 2 (0.46%) SharePoint 2010
9 2 (0.46%) SharePoint 2013
10 1 (0.23%) Blackberry Enterprise Server
10 1 (0.23%) MQSeries
10 1 (0.23%) MS Exchange
10 1 (0.23%) Mule
10 1 (0.23%) Oracle Application Server
10 1 (0.23%) WebLogic
10 1 (0.23%) WebSphere
Applications
1 86 (19.77%) MS Excel
2 15 (3.45%) MS Office
3 13 (2.99%) MS Visio
4 9 (2.07%) MS PowerPoint
5 4 (0.92%) Spreadsheet
5 4 (0.92%) SPSS
6 1 (0.23%) Acrobat
6 1 (0.23%) MS Project
Business Applications
1 15 (3.45%) Dynamics CRM
2 8 (1.84%) Salesforce.com CRM
3 7 (1.61%) Markit EDM
3 7 (1.61%) PeopleSoft Financials
4 3 (0.69%) Cognos Business Intelligence
5 2 (0.46%) Visualfiles
6 1 (0.23%) Adobe Campaign
6 1 (0.23%) Dynamics NAV
6 1 (0.23%) thinkFolio
Cloud Services
1 23 (5.29%) Amazon AWS
2 16 (3.68%) Microsoft Azure
3 9 (2.07%) Amazon Kinesis
3 9 (2.07%) Google Analytics
4 6 (1.38%) Amazon EC2
4 6 (1.38%) Force.com
5 5 (1.15%) Cloud Computing
5 5 (1.15%) GitHub
5 5 (1.15%) Google Cloud Platform
6 4 (0.92%) SaaS
7 3 (0.69%) Amazon EMR
7 3 (0.69%) AWS Elastic Beanstalk
7 3 (0.69%) PaaS
8 2 (0.46%) Boomi
9 1 (0.23%) Amazon S3
9 1 (0.23%) AWS Lambda
Communications & Networking
1 2 (0.46%) Internet
1 2 (0.46%) Intranet
1 2 (0.46%) Remote Desktop
2 1 (0.23%) DHCP
2 1 (0.23%) DNS
2 1 (0.23%) LAN
2 1 (0.23%) Network Security
2 1 (0.23%) TCP/IP
2 1 (0.23%) VPN
2 1 (0.23%) WAN
Database & Business Intelligence
1 225 (51.72%) SQL Server Integration Services
2 212 (48.74%) Data Warehouse
3 201 (46.21%) SQL Server
4 167 (38.39%) SQL Server Reporting Services
5 125 (28.74%) SQL Server Analysis Services
6 92 (21.15%) Big Data
7 74 (17.01%) Hadoop
8 52 (11.95%) Relational Database
9 51 (11.72%) BusinessObjects
10 49 (11.26%) OLAP
11 47 (10.80%) QlikView
12 43 (9.89%) SQL Server 2012
13 42 (9.66%) SQL Server 2008
14 33 (7.59%) NoSQL
15 23 (5.29%) Amazon Redshift
16 22 (5.06%) Apache Hive
17 21 (4.83%) MongoDB
18 20 (4.60%) Power BI
19 19 (4.37%) HBase
19 19 (4.37%) Pentaho
Development Applications
1 20 (4.60%) Talend Open Studio
2 19 (4.37%) Visual Studio
3 13 (2.99%) Team Foundation Server
4 10 (2.30%) Eclipse
5 8 (1.84%) Git (software)
5 8 (1.84%) SQL Server Management Studio (SSMS)
6 7 (1.61%) Subversion
7 6 (1.38%) Jenkins
8 4 (0.92%) Mercurial
9 2 (0.46%) FitNesse
9 2 (0.46%) JIRA
9 2 (0.46%) Selenium
9 2 (0.46%) Visual Studio Tools for Office
10 1 (0.23%) Atlassian Bamboo
10 1 (0.23%) HP UFT
10 1 (0.23%) MSTest
10 1 (0.23%) Rational Robot
10 1 (0.23%) SilkTest
10 1 (0.23%) SpecFlow
10 1 (0.23%) WinRunner
General
1 202 (46.44%) Finance
2 70 (16.09%) Banking
3 33 (7.59%) Law
4 31 (7.13%) Marketing
5 25 (5.75%) Retail
6 21 (4.83%) Investment Banking
7 12 (2.76%) Advertising
8 10 (2.30%) Legal
9 9 (2.07%) Back Office
10 8 (1.84%) Front Office
11 4 (0.92%) Games
12 2 (0.46%) Financial Institution
12 2 (0.46%) Publishing
13 1 (0.23%) General Ledger
13 1 (0.23%) Telecoms
Job Titles
1 182 (41.84%) Developer
2 91 (20.92%) Business Intelligence Developer
3 75 (17.24%) Analyst
4 65 (14.94%) SSIS Developer
5 59 (13.56%) SQL Developer
6 41 (9.43%) SSAS Developer
7 36 (8.28%) Senior Developer
7 36 (8.28%) SSRS Developer
8 32 (7.36%) ETL Developer
9 30 (6.90%) Architect
10 29 (6.67%) Database Developer
11 28 (6.44%) Data Engineer
11 28 (6.44%) SQL BI Developer
12 24 (5.52%) Business Intelligence Analyst
12 24 (5.52%) Data Analyst
12 24 (5.52%) SQL Analyst
13 23 (5.29%) Consultant
13 23 (5.29%) Data Warehouse Developer
14 22 (5.06%) Data Architect
15 20 (4.60%) DBA
Libraries, Frameworks & Software Standards
1 52 (11.95%) .NET
2 35 (8.05%) MDX
3 32 (7.36%) XML
4 25 (5.75%) Web Services
5 22 (5.06%) HTML
6 13 (2.99%) JSON
7 12 (2.76%) XSLT
8 11 (2.53%) CSS
8 11 (2.53%) D3.js
8 11 (2.53%) HTML5
9 10 (2.30%) Middleware
9 10 (2.30%) XSD
10 7 (1.61%) ASP.NET
10 7 (1.61%) jQuery
11 6 (1.38%) .NET Framework
11 6 (1.38%) SOAP
12 5 (1.15%) ASP.NET Web API
12 5 (1.15%) Node.js
12 5 (1.15%) ODBC
12 5 (1.15%) Spring XD
Miscellaneous
1 80 (18.39%) Analytical Skills
2 61 (14.02%) Visualisation
3 38 (8.74%) Computer Science
4 35 (8.05%) Data Integration
5 31 (7.13%) Management Information System
6 28 (6.44%) Fintech
7 19 (4.37%) Replication
8 13 (2.99%) Mathematics
9 11 (2.53%) Clustering
9 11 (2.53%) Data Structures
10 10 (2.30%) Derivative
10 10 (2.30%) Reinsurance
11 9 (2.07%) Data Extraction
11 9 (2.07%) Fixed Income
11 9 (2.07%) Statistics
12 8 (1.84%) Digital Media
12 8 (1.84%) User Experience
12 8 (1.84%) Wiki
13 6 (1.38%) Equities
13 6 (1.38%) Social Media
Operating Systems
1 32 (7.36%) Unix
2 23 (5.29%) Linux
3 13 (2.99%) Windows
4 3 (0.69%) Windows Server
5 2 (0.46%) Windows 7
6 1 (0.23%) Windows Server 2008
6 1 (0.23%) Windows Server 2012
6 1 (0.23%) Windows Vista
Processes & Methodologies
1 254 (58.39%) Business Intelligence
2 107 (24.60%) Analytics
3 94 (21.61%) Data Modelling
4 93 (21.38%) Agile Software Development
5 76 (17.47%) Data Management
6 41 (9.43%) Data Analysis
7 38 (8.74%) Data Visualisation
8 34 (7.82%) SDLC
9 32 (7.36%) Performance Tuning
10 30 (6.90%) Information Management
10 30 (6.90%) Open Source
11 29 (6.67%) Data Analytics
11 29 (6.67%) Kimball Methodology
12 27 (6.21%) E-Commerce
12 27 (6.21%) Migration
13 26 (5.98%) CRM
13 26 (5.98%) Data Transformation
14 25 (5.75%) Asset Management
15 24 (5.52%) Data Architecture
15 24 (5.52%) Dimensional Modelling
Programming Languages
1 287 (65.98%) SQL
2 100 (22.99%) T-SQL
3 56 (12.87%) Python
4 53 (12.18%) C#
5 42 (9.66%) Java
6 22 (5.06%) R
7 17 (3.91%) JavaScript
8 14 (3.22%) VBA
9 12 (2.76%) Perl
10 9 (2.07%) Data Analysis Expressions (DAX)
10 9 (2.07%) PowerShell
11 7 (1.61%) PL/SQL
12 6 (1.38%) MATLAB
13 4 (0.92%) PHP
13 4 (0.92%) Scala
13 4 (0.92%) Shell Script
14 3 (0.69%) VB.NET
15 2 (0.46%) C
15 2 (0.46%) HiveQL
15 2 (0.46%) VB
Qualifications
1 51 (11.72%) Degree
2 14 (3.22%) Microsoft Certification
3 9 (2.07%) PhD
4 8 (1.84%) MCITP
5 3 (0.69%) IBM Certification
5 3 (0.69%) Security Cleared
6 2 (0.46%) HND
6 2 (0.46%) ISEB
6 2 (0.46%) ISTQB
6 2 (0.46%) MCAD
6 2 (0.46%) MCDBA
6 2 (0.46%) MCSD
6 2 (0.46%) MCTS
7 1 (0.23%) DBS Check
7 1 (0.23%) DV Cleared
7 1 (0.23%) ITIL Certification
7 1 (0.23%) MCSE
7 1 (0.23%) PRINCE2 Practitioner
7 1 (0.23%) SC Cleared
Quality Assurance & Compliance
1 55 (12.64%) Data Quality
2 19 (4.37%) QA
3 6 (1.38%) PCI DSS
4 5 (1.15%) SLA
5 2 (0.46%) Solvency II
6 1 (0.23%) CRD IV
6 1 (0.23%) EMIR
6 1 (0.23%) MiFID
System Software
1 15 (3.45%) HDFS
2 6 (1.38%) Active Directory
3 5 (1.15%) Apache Flume
4 3 (0.69%) Docker
5 2 (0.46%) VMware Infrastructure
6 1 (0.23%) GPFS
6 1 (0.23%) Microsoft Virtual Server
6 1 (0.23%) Oracle RAC
6 1 (0.23%) Virtual Servers
6 1 (0.23%) vSphere
Systems Management
1 8 (1.84%) Puppet
2 6 (1.38%) Control-M
3 4 (0.92%) Opscode Chef
4 3 (0.69%) Ambari
4 3 (0.69%) Ansible
5 2 (0.46%) Dollar Universe
5 2 (0.46%) Jitterbit
6 1 (0.23%) Data Guard
6 1 (0.23%) Failover Clustering
6 1 (0.23%) HP Quality Center
6 1 (0.23%) Oozie
6 1 (0.23%) Oracle RMAN
Vendors
1 141 (32.41%) Microsoft
2 79 (18.16%) Oracle
3 51 (11.72%) Tableau
4 47 (10.80%) Informatica
5 33 (7.59%) SAP
6 24 (5.52%) Sybase
7 20 (4.60%) Talend
8 17 (3.91%) Salesforce.com
9 16 (3.68%) Hortonworks
10 15 (3.45%) Teradata
11 14 (3.22%) IBM
11 14 (3.22%) Netezza
12 13 (2.99%) Cloudera
12 13 (2.99%) Google
12 13 (2.99%) Omniture
13 12 (2.76%) Alteryx
13 12 (2.76%) Cognos
13 12 (2.76%) WorldPay
14 10 (2.30%) Bloomberg
15 9 (2.07%) Greenplum
City, London
Harris Rubbert Associates
Salary: £70,000 per annum + Bonus + Benefits
Posted: 21 hours ago
City, London
onezeero.
Salary: £45000 - £50000 per annum + Bonus + Benefits
Posted: 2 days ago
City, London
Oxbridge Answers
Salary: 65-80k
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50,000 - £75,000
Posted: 2 days ago
City, London
ComputAppoint
Salary: £60000 - £70000 per annum + Bonus, Benefits
Posted: 2 days ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 2 days ago
City, London
Client Server
Salary: £40k to £45k + benefits
Posted: Yesterday
City, London
Lawrence Harvey Enterprise
Salary: £65000.00 - £80000.00 per annum
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: 4 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + on-call + banking bonus + comp bens
Posted: 3 days ago
City, London
Intelletec
Salary: From £60,000 to £80,000 per annum
Posted: 3 days ago
City, London
Client Server
Salary: £60k to £70k + bonus + benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 4 days ago
City, London
Lawrence Harvey Enterprise
Salary: £40000.00 - £70000 per annum + bonus + Benefits
Posted: 4 days ago
City, London
Asset Resourcing Ltd
Salary: £80000 - £100000 per annum + core bens + £10-15K flexi-bens
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000 + generous bonus and car allowance plus much more!
Posted: Yesterday
City, London
Client Server
Salary: £65k to £75k + bonus + benefits
Posted: Yesterday
City of London
iKas International
Salary: £6000 - £50000 per annum
Posted: 10 days ago
City, London
ANSON MCCADE
Salary: £40,000 - £55,000
Posted: 4 days ago
City, London
Wynyard Group
Salary: From £24,000 to £34,000 per annum + bonus + benefits
Posted: 8 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £40k - £60k plus attractive benefits, 30 days holiday and extensive ca
Posted: 5 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 5 days ago
City of London
BAE Systems Applied Intelligence
Posted: 10 days ago
City of London
Hays London City Cheapside
Salary: £80000.00 - £100000.00 per annum + bonus and benefits
Posted: 10 days ago