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 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 109 81 82
Rank change year-on-year
-28 +1
Permanent jobs citing ETL 171 321 444
As % of all permanent IT jobs located in the City of London 2.63% 3.17% 3.40%
As % of the Processes & Methodologies category 2.92% 3.61% 3.96%
Number of salaries quoted 156 292 366
Median salary £57,500 £60,000 £55,000
Median salary % change year-on-year
-4.16% +9.09%
90% offered a salary of more than £36,250 £42,500 £38,000
10% offered a salary of more than £83,750 £84,750 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year
- +2.27%
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
5865 8898 11210
As % of all permanent IT jobs located in the City of London 90.18% 87.95% 85.88%
Number of salaries quoted 5363 7560 9382
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 £38,975 £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 30 May 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 30 May 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.

1 289 (64.22%) SQL
2 263 (58.44%) Business Intelligence
3 238 (52.89%) SQL Server Integration Services
4 213 (47.33%) Data Warehouse
5 212 (47.11%) SQL Server
6 209 (46.44%) Finance
7 178 (39.56%) SQL Server Reporting Services
8 155 (34.44%) Microsoft
9 134 (29.78%) SQL Server Analysis Services
10 116 (25.78%) Analytics
11 108 (24.00%) Big Data
12 103 (22.89%) T-SQL
13 92 (20.44%) MS Excel
14 90 (20.00%) Data Modelling
14 90 (20.00%) Agile Software Development
15 88 (19.56%) Hadoop
15 88 (19.56%) Oracle
16 86 (19.11%) Analytical Skills
17 84 (18.67%) Data Management
18 72 (16.00%) Banking
19 56 (12.44%) Visualisation
20 55 (12.22%) C#
21 54 (12.00%) .NET
21 54 (12.00%) Degree
22 52 (11.56%) OLAP
22 52 (11.56%) Python
22 52 (11.56%) Informatica
23 51 (11.33%) Data Quality
24 50 (11.11%) Tableau
24 50 (11.11%) BusinessObjects

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 37 (8.22%) Apache Spark
2 17 (3.78%) Apache
2 17 (3.78%) SAS
3 13 (2.89%) SharePoint
4 10 (2.22%) Confluence
5 9 (2.00%) BizTalk Server
5 9 (2.00%) Elasticsearch
6 6 (1.33%) Node.js
7 3 (0.67%) IPython
7 3 (0.67%) Jupyter
8 2 (0.44%) ArcGIS
8 2 (0.44%) IIS
9 1 (0.22%) Blackberry Enterprise Server
9 1 (0.22%) MS Exchange
9 1 (0.22%) Mule
9 1 (0.22%) Oracle Application Server
9 1 (0.22%) SharePoint 2010
9 1 (0.22%) SharePoint 2013
9 1 (0.22%) WebLogic
9 1 (0.22%) WebSphere
Applications
1 92 (20.44%) MS Excel
2 15 (3.33%) MS Visio
3 14 (3.11%) MS Office
4 9 (2.00%) MS PowerPoint
5 4 (0.89%) Spreadsheet
5 4 (0.89%) SPSS
6 1 (0.22%) Acrobat
6 1 (0.22%) MS Project
Business Applications
1 17 (3.78%) Dynamics CRM
2 8 (1.78%) Salesforce.com CRM
3 7 (1.56%) Markit EDM
3 7 (1.56%) PeopleSoft Financials
4 3 (0.67%) Cognos Business Intelligence
4 3 (0.67%) Visualfiles
5 1 (0.22%) Adobe Campaign
5 1 (0.22%) Dynamics NAV
5 1 (0.22%) thinkFolio
Cloud Services
1 19 (4.22%) Amazon AWS
2 18 (4.00%) Microsoft Azure
3 10 (2.22%) Amazon Kinesis
3 10 (2.22%) Google Analytics
4 9 (2.00%) Cloud Computing
5 6 (1.33%) Google Cloud Platform
6 5 (1.11%) Force.com
6 5 (1.11%) GitHub
7 3 (0.67%) Amazon EC2
7 3 (0.67%) Amazon EMR
7 3 (0.67%) AWS Elastic Beanstalk
8 2 (0.44%) Boomi
8 2 (0.44%) PaaS
8 2 (0.44%) SaaS
9 1 (0.22%) Amazon S3
9 1 (0.22%) AWS Lambda
Communications & Networking
1 3 (0.67%) Internet
2 1 (0.22%) DHCP
2 1 (0.22%) DNS
2 1 (0.22%) Intranet
2 1 (0.22%) LAN
2 1 (0.22%) Network Security
2 1 (0.22%) Remote Desktop
2 1 (0.22%) TCP/IP
2 1 (0.22%) WAN
Database & Business Intelligence
1 238 (52.89%) SQL Server Integration Services
2 213 (47.33%) Data Warehouse
3 212 (47.11%) SQL Server
4 178 (39.56%) SQL Server Reporting Services
5 134 (29.78%) SQL Server Analysis Services
6 108 (24.00%) Big Data
7 88 (19.56%) Hadoop
8 52 (11.56%) OLAP
9 50 (11.11%) BusinessObjects
10 49 (10.89%) Relational Database
11 47 (10.44%) QlikView
12 45 (10.00%) SQL Server 2008
13 42 (9.33%) SQL Server 2012
14 36 (8.00%) NoSQL
15 23 (5.11%) Amazon Redshift
15 23 (5.11%) HBase
16 22 (4.89%) Apache Hive
17 21 (4.67%) MongoDB
18 20 (4.44%) Data Mining
19 18 (4.00%) DB2
Development Applications
1 22 (4.89%) Talend Open Studio
2 19 (4.22%) Visual Studio
3 12 (2.67%) Team Foundation Server
4 11 (2.44%) Eclipse
5 8 (1.78%) Mercurial
5 8 (1.78%) SQL Server Management Studio (SSMS)
6 7 (1.56%) Jenkins
7 6 (1.33%) Git (software)
7 6 (1.33%) Subversion
8 3 (0.67%) JIRA
8 3 (0.67%) Visual Studio Tools for Office
9 2 (0.44%) FitNesse
9 2 (0.44%) Selenium
10 1 (0.22%) Atlassian Bamboo
10 1 (0.22%) HP UFT
10 1 (0.22%) Rational Robot
10 1 (0.22%) SilkTest
10 1 (0.22%) WinRunner
General
1 209 (46.44%) Finance
2 72 (16.00%) Banking
3 33 (7.33%) Law
4 28 (6.22%) Retail
5 27 (6.00%) Marketing
6 22 (4.89%) Investment Banking
7 11 (2.44%) Advertising
7 11 (2.44%) Legal
8 8 (1.78%) Back Office
9 6 (1.33%) Front Office
10 4 (0.89%) Games
11 2 (0.44%) Financial Institution
11 2 (0.44%) Publishing
12 1 (0.22%) Multimedia
12 1 (0.22%) Pharmaceutical
12 1 (0.22%) Telecoms
Job Titles
1 189 (42.00%) Developer
2 89 (19.78%) Business Intelligence Developer
3 71 (15.78%) SSIS Developer
4 67 (14.89%) Analyst
5 62 (13.78%) SQL Developer
6 41 (9.11%) Senior Developer
6 41 (9.11%) SSAS Developer
7 38 (8.44%) SSRS Developer
8 33 (7.33%) Architect
8 33 (7.33%) ETL Developer
9 32 (7.11%) Database Developer
10 29 (6.44%) Data Engineer
11 28 (6.22%) SQL BI Developer
12 27 (6.00%) Data Architect
13 25 (5.56%) Consultant
14 23 (5.11%) Data Analyst
15 22 (4.89%) Data Warehouse Developer
15 22 (4.89%) Senior Database Developer
15 22 (4.89%) SQL Analyst
16 21 (4.67%) Big Data Developer
Libraries, Frameworks & Software Standards
1 54 (12.00%) .NET
2 38 (8.44%) MDX
3 34 (7.56%) XML
4 26 (5.78%) Web Services
5 22 (4.89%) HTML
6 15 (3.33%) JSON
6 15 (3.33%) XSLT
7 13 (2.89%) XSD
8 12 (2.67%) CSS
8 12 (2.67%) D3.js
9 11 (2.44%) HTML5
10 9 (2.00%) Middleware
11 8 (1.78%) ASP.NET
12 7 (1.56%) jQuery
13 5 (1.11%) Kafka
13 5 (1.11%) ODBC
13 5 (1.11%) SOAP
13 5 (1.11%) Spring XD
13 5 (1.11%) WCF
14 4 (0.89%) .NET Framework
Miscellaneous
1 86 (19.11%) Analytical Skills
2 56 (12.44%) Visualisation
3 38 (8.44%) Data Integration
4 37 (8.22%) Computer Science
5 36 (8.00%) Fintech
6 26 (5.78%) Management Information System
7 18 (4.00%) Replication
8 13 (2.89%) Reinsurance
9 12 (2.67%) Data Structures
10 11 (2.44%) Mathematics
11 10 (2.22%) Clustering
11 10 (2.22%) Data Extraction
11 10 (2.22%) Derivative
11 10 (2.22%) Wiki
12 9 (2.00%) User Experience
13 8 (1.78%) Digital Media
14 7 (1.56%) Fixed Income
14 7 (1.56%) Statistics
15 6 (1.33%) Equities
15 6 (1.33%) Social Media
Operating Systems
1 30 (6.67%) Unix
2 26 (5.78%) Linux
3 14 (3.11%) Windows
4 2 (0.44%) Windows 7
4 2 (0.44%) Windows Server
5 1 (0.22%) Windows Vista
Processes & Methodologies
1 263 (58.44%) Business Intelligence
2 116 (25.78%) Analytics
3 90 (20.00%) Agile Software Development
3 90 (20.00%) Data Modelling
4 84 (18.67%) Data Management
5 44 (9.78%) Data Analysis
6 37 (8.22%) Data Visualisation
6 37 (8.22%) Performance Tuning
7 33 (7.33%) Data Transformation
8 31 (6.89%) Kimball Methodology
8 31 (6.89%) Open Source
9 30 (6.67%) Migration
9 30 (6.67%) SDLC
10 29 (6.44%) E-Commerce
11 28 (6.22%) Data Analytics
12 27 (6.00%) Asset Management
12 27 (6.00%) CRM
12 27 (6.00%) ETL Development
13 26 (5.78%) Data Architecture
14 25 (5.56%) Information Management
Programming Languages
1 289 (64.22%) SQL
2 103 (22.89%) T-SQL
3 55 (12.22%) C#
4 52 (11.56%) Python
5 46 (10.22%) Java
6 23 (5.11%) R
7 19 (4.22%) JavaScript
8 10 (2.22%) VBA
9 8 (1.78%) Data Analysis Expressions (DAX)
9 8 (1.78%) Perl
10 7 (1.56%) PowerShell
11 6 (1.33%) PL/SQL
12 5 (1.11%) Scala
13 4 (0.89%) MATLAB
13 4 (0.89%) PHP
14 3 (0.67%) Shell Script
14 3 (0.67%) VB
15 2 (0.44%) C
15 2 (0.44%) HiveQL
15 2 (0.44%) VB.NET
Qualifications
1 54 (12.00%) Degree
2 18 (4.00%) Microsoft Certification
3 11 (2.44%) MCITP
4 7 (1.56%) PhD
5 3 (0.67%) IBM Certification
5 3 (0.67%) MCAD
5 3 (0.67%) MCSD
5 3 (0.67%) Security Cleared
6 2 (0.44%) HND
6 2 (0.44%) ISEB
6 2 (0.44%) ISTQB
6 2 (0.44%) MCDBA
6 2 (0.44%) MCTS
7 1 (0.22%) DBS Check
7 1 (0.22%) DV Cleared
7 1 (0.22%) ITIL Certification
7 1 (0.22%) MCSE
7 1 (0.22%) PRINCE2 Practitioner
7 1 (0.22%) SC Cleared
Quality Assurance & Compliance
1 51 (11.33%) Data Quality
2 16 (3.56%) QA
3 6 (1.33%) PCI DSS
4 5 (1.11%) SLA
5 2 (0.44%) Solvency II
6 1 (0.22%) CRD IV
6 1 (0.22%) EMIR
6 1 (0.22%) MiFID
System Software
1 19 (4.22%) HDFS
2 5 (1.11%) Active Directory
3 4 (0.89%) Apache Flume
4 3 (0.67%) Docker
5 1 (0.22%) Microsoft Virtual Server
5 1 (0.22%) Oracle RAC
5 1 (0.22%) VMware Infrastructure
Systems Management
1 10 (2.22%) Puppet
2 8 (1.78%) Control-M
3 5 (1.11%) Ambari
3 5 (1.11%) Opscode Chef
4 4 (0.89%) Ansible
5 2 (0.44%) Jitterbit
6 1 (0.22%) Data Guard
6 1 (0.22%) Dollar Universe
6 1 (0.22%) Oozie
6 1 (0.22%) Oracle RMAN
Vendors
1 155 (34.44%) Microsoft
2 88 (19.56%) Oracle
3 52 (11.56%) Informatica
4 50 (11.11%) Tableau
5 31 (6.89%) SAP
6 26 (5.78%) Sybase
7 22 (4.89%) Talend
8 18 (4.00%) Hortonworks
9 16 (3.56%) WorldPay
10 15 (3.33%) Cloudera
10 15 (3.33%) Netezza
11 14 (3.11%) Bloomberg
11 14 (3.11%) IBM
12 13 (2.89%) Alteryx
12 13 (2.89%) Teradata
13 12 (2.67%) Cognos
13 12 (2.67%) Salesforce.com
14 11 (2.44%) Google
14 11 (2.44%) Omniture
15 10 (2.22%) Siebel
City, London
Pioneer Search
Salary: £60000.00 - £70000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Senitor Associates
Salary: £50000 - £55000 per annum
Posted: 4 days ago
City, London
Evolution Recruitment Solutions
Salary: 80,000 - 100,000
Posted: 4 days ago
City, London
Harvey Nash plc
Salary: £60000 per annum
Posted: 3 days ago
City, London
Pioneer Search
Salary: £35000 - £45000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Searchability
Salary: £45000 - £55000 per annum + benefits
Posted: 6 days ago
City, London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + 15% bonus and benefits
Posted: 5 days ago
City, London
Oscar
Salary: £300 - £375 per day
Posted: 5 days ago
City of London
harringtonstarr
Salary: £60000 - £70000 per annum
Posted: 7 days ago
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: 6 days ago
City of London
Churchill Frank International
Salary: £40000 - £50000 per annum
Posted: 6 days ago
City of London
Churchill Frank International
Salary: £45000 - £50000 per annum + package negotiable
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £100,000
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: 5 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 4 days ago
City Of London
HFG
Salary: £50000 - £55000 per annum, Benefits: Bonus + Corp Bens.
Posted: 14 days ago
City, London
Empiric.com
Salary: From £80,000 to £120,000 per annum + bonus + benefits
Posted: 6 days ago
City, London
Lawrence Harvey Enterprise
Salary: £70000.00 - £85000.00 per annum + 5% Bonus+ Benefits + Home based
Posted: 6 days ago
City of London
Churchill Frank International
Salary: £40000 - £50000 per annum + package negotiable
Posted: 11 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits
Posted: 5 days ago
City, London
Opus Resourcing Ltd
Salary: £65000 - £70000 per annum + 15% bonus and benefits
Posted: 6 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + on-call + banking bonus + comp bens
Posted: 10 days ago
City, London
Picture More Ltd
Salary: Excellent Benefits
Posted: 3 days ago
City of London
Lawrence Harvey
Salary: £40000.00 - £60000.00 per annum + bonus + Benefits
Posted: 10 days ago
City, London
Send
Salary: £50,000 per annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £60,000 plus benefits
Posted: 6 days ago
City, London
Business Decision
Salary: Competitive salary and excellent benefits
Posted: 14 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000 + generous bonus and car allowance plus much more!
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £40,000- £60,000+attractive benefits, 30 days holiday, career progress
Posted: 6 days ago