The following table provides summary statistics for permanent job vacancies advertised in the City of London with a requirement for ETL skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited ETL over the 3 months to 24 March 2017 with a comparison to the same period in the previous 2 years.

3 months to
24 Mar 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
London / City of London
Rank 68 73 107
Rank change year-on-year +5 +34  
Permanent jobs citing ETL 189 266 267
As % of all permanent IT jobs advertised in the City of London 3.72% 3.76% 2.62%
As % of the Processes & Methodologies category 4.12% 4.17% 2.99%
Number of salaries quoted 183 224 234
Median salary £60,000 £57,500 £60,000
Median salary % change year-on-year +4.34% -4.16%  
90% offered a salary of more than £42,500 £45,000 £42,500
10% offered a salary of more than £75,000 £80,000 £79,250
UK excluding London median salary £45,000 £45,000 £45,000

ETL is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the City of London with a requirement for process and methodology skills.

Process & Methodology Skills
City of London
Permanent job vacancies with a requirement for process and methodology skills 4584 6380 8928
As % of all permanent IT job vacancies advertised in the City of London 90.34% 90.23% 87.76%
Number of salaries quoted 4184 5679 7513
Median salary £62,500 £60,000 £57,500
Median salary % change year-on-year +4.16% +4.34%  
90% offered a salary of more than £41,500 £42,500 £37,500
10% offered a salary of more than £87,500 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £43,000
% change year-on-year - +4.65%  

ETL
Job Vacancy Trend in the City of London

The job posting trend of jobs advertised in the City of London citing ETL as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for ETL 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 in the City of London.

Salary trend for ETL in the City of London

ETL
Salary Histogram in the City of London

The salary distribution of IT jobs citing ETL in the City of London over the 3 months to 24 March 2017.

Salary histogram for ETL in the City of London

ETL
Top 30 Related IT Skills in the City of London

For the 6 months to 24 March 2017, 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.

1 267 (70.26%) SQL
2 259 (68.16%) Business Intelligence
3 227 (59.74%) SQL Server
4 217 (57.11%) SQL Server Integration Services
5 169 (44.47%) Data Warehouse
6 132 (34.74%) SQL Server Reporting Services
7 130 (34.21%) Finance
8 125 (32.89%) SQL Server Analysis Services
9 116 (30.53%) T-SQL
10 114 (30.00%) Oracle
11 105 (27.63%) Microsoft
12 94 (24.74%) Power BI
13 93 (24.47%) Agile Software Development
14 82 (21.58%) Data Modelling
15 78 (20.53%) Analytics
16 73 (19.21%) Big Data
17 71 (18.68%) Banking
18 64 (16.84%) MS Excel
19 62 (16.32%) Tableau
20 56 (14.74%) Sybase
21 53 (13.95%) Visualisation
22 51 (13.42%) Data Analysis Expressions (DAX)
23 46 (12.11%) Kimball Methodology
23 46 (12.11%) Dashboard Development
24 45 (11.84%) ETL Development
25 44 (11.58%) Hadoop
26 43 (11.32%) Web Development
27 42 (11.05%) Degree
27 42 (11.05%) QlikView
27 42 (11.05%) Cognos

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 28 (7.37%) Apache Spark
2 10 (2.63%) SAS
3 7 (1.84%) SharePoint
4 5 (1.32%) Oracle SOA Suite
5 4 (1.05%) Apache Pig
5 4 (1.05%) Elasticsearch
6 2 (0.53%) IIS
6 2 (0.53%) WebSphere
7 1 (0.26%) Apache
7 1 (0.26%) CMS
7 1 (0.26%) JBoss
Applications
1 64 (16.84%) MS Excel
2 10 (2.63%) MS Visio
3 5 (1.32%) Spreadsheet
4 2 (0.53%) SPSS
5 1 (0.26%) MS Office
Business Applications
1 19 (5.00%) Cognos Business Intelligence
2 16 (4.21%) Cognos Planning
3 6 (1.58%) Dynamics CRM
4 4 (1.05%) SAP ERP
5 3 (0.79%) BusinessWorks
5 3 (0.79%) TIBCO BusinessEvents
6 2 (0.53%) Adobe Campaign
6 2 (0.53%) Dynamics AX
6 2 (0.53%) Unica
7 1 (0.26%) Cognos TM1
7 1 (0.26%) Salesforce.com CRM
Cloud Services
1 24 (6.32%) Microsoft Azure
2 15 (3.95%) Amazon AWS
3 7 (1.84%) GitHub
4 6 (1.58%) Google Cloud Platform
5 5 (1.32%) Google Analytics
6 4 (1.05%) Force.com
7 3 (0.79%) Cloud Computing
7 3 (0.79%) SaaS
8 1 (0.26%) Office 365
8 1 (0.26%) PaaS
Communications & Networking
1 2 (0.53%) FTP
1 2 (0.53%) VoIP
1 2 (0.53%) VPN
2 1 (0.26%) NAS
2 1 (0.26%) SAN
2 1 (0.26%) SSL
2 1 (0.26%) TCP/IP
Database & Business Intelligence
1 227 (59.74%) SQL Server
2 217 (57.11%) SQL Server Integration Services
3 169 (44.47%) Data Warehouse
4 132 (34.74%) SQL Server Reporting Services
5 125 (32.89%) SQL Server Analysis Services
6 94 (24.74%) Power BI
7 73 (19.21%) Big Data
8 44 (11.58%) Hadoop
9 42 (11.05%) QlikView
10 36 (9.47%) Relational Database
11 33 (8.68%) SQL Server 2012
12 30 (7.89%) NoSQL
13 28 (7.37%) Oracle Database
14 27 (7.11%) SQL Server 2008
15 26 (6.84%) BusinessObjects
16 22 (5.79%) Apache Hive
16 22 (5.79%) OLAP
17 20 (5.26%) MongoDB
17 20 (5.26%) MySQL
18 19 (5.00%) Oracle Database 11g
Development Applications
1 22 (5.79%) JIRA
2 16 (4.21%) SQL Server Management Studio (SSMS)
3 14 (3.68%) Talend Open Studio
4 13 (3.42%) Team Foundation Server
5 9 (2.37%) Toad
5 9 (2.37%) Visual Studio
6 8 (2.11%) PowerDesigner
7 5 (1.32%) Git (software)
8 4 (1.05%) ERwin
9 3 (0.79%) FishEye
9 3 (0.79%) Liquibase
9 3 (0.79%) Subversion
10 2 (0.53%) Jenkins
10 2 (0.53%) Oracle Forms
10 2 (0.53%) Zephyr
11 1 (0.26%) Eclipse
11 1 (0.26%) FitNesse
11 1 (0.26%) InstallShield
11 1 (0.26%) Maven
11 1 (0.26%) Oracle APEX
General
1 130 (34.21%) Finance
2 71 (18.68%) Banking
3 32 (8.42%) Legal
4 25 (6.58%) Retail
5 19 (5.00%) Marketing
6 13 (3.42%) Law
7 10 (2.63%) Investment Banking
8 7 (1.84%) Advertising
9 5 (1.32%) Back Office
10 3 (0.79%) Front Office
11 2 (0.53%) Automotive
11 2 (0.53%) Music Industry
12 1 (0.26%) Games
12 1 (0.26%) Private Banking
12 1 (0.26%) Publishing
12 1 (0.26%) Telecoms
Job Titles
1 188 (49.47%) Developer
2 104 (27.37%) Business Intelligence Developer
3 78 (20.53%) Analyst
4 64 (16.84%) SQL Developer
5 52 (13.68%) Senior Developer
6 51 (13.42%) Business Intelligence Analyst
7 48 (12.63%) Business Developer
8 41 (10.79%) Senior Business Intelligence Developer
9 39 (10.26%) SSRS Developer
10 37 (9.74%) SSIS Developer
11 28 (7.37%) SSAS Developer
12 25 (6.58%) Dashboard Developer
13 24 (6.32%) Architect
13 24 (6.32%) ETL Developer
13 24 (6.32%) SQL BI Developer
14 22 (5.79%) Data Engineer
14 22 (5.79%) Database Developer
15 20 (5.26%) Analyst Developer
16 19 (5.00%) Data Architect
16 19 (5.00%) Senior Analyst
Libraries, Frameworks & Software Standards
1 39 (10.26%) .NET
2 20 (5.26%) MDX
3 19 (5.00%) Web Services
4 14 (3.68%) REST
5 12 (3.16%) HTML
5 12 (3.16%) XML
6 10 (2.63%) Flask
6 10 (2.63%) Grails
6 10 (2.63%) JSON
6 10 (2.63%) Kafka
6 10 (2.63%) SOAP
7 9 (2.37%) Node.js
8 8 (2.11%) CSS
9 7 (1.84%) Spring
10 6 (1.58%) Hibernate
10 6 (1.58%) jQuery
11 5 (1.32%) .NET Framework
11 5 (1.32%) iBATIS
11 5 (1.32%) Middleware
12 4 (1.05%) ASP.NET
Miscellaneous
1 32 (8.42%) Analytical Skills
2 22 (5.79%) Computer Science
3 14 (3.68%) Data Structures
4 8 (2.11%) Clustering
4 8 (2.11%) Reference Data
5 7 (1.84%) Fintech
6 6 (1.58%) Algorithms
6 6 (1.58%) PMI
7 5 (1.32%) Credit Risk
7 5 (1.32%) Management Information System
7 5 (1.32%) User Experience
8 4 (1.05%) Client/Server
8 4 (1.05%) Linux Command Line
9 3 (0.79%) DTCC
9 3 (0.79%) Enterprise Software
9 3 (0.79%) Hedge funds
9 3 (0.79%) Replication
10 2 (0.53%) Derivative
10 2 (0.53%) Online Banking
10 2 (0.53%) Spread Betting
Operating Systems
1 16 (4.21%) Linux
1 16 (4.21%) Unix
2 9 (2.37%) Windows
3 3 (0.79%) Windows Server
3 3 (0.79%) Windows XP
Processes & Methodologies
1 259 (68.16%) Business Intelligence
2 93 (24.47%) Agile Software Development
3 82 (21.58%) Data Modelling
4 78 (20.53%) Analytics
5 53 (13.95%) Visualisation
6 46 (12.11%) Dashboard Development
6 46 (12.11%) Kimball Methodology
7 45 (11.84%) ETL Development
8 43 (11.32%) Web Development
9 33 (8.68%) Data Management
10 30 (7.89%) Data Integration
11 28 (7.37%) Data Visualisation
11 28 (7.37%) Performance Tuning
12 26 (6.84%) Dimensional Modelling
12 26 (6.84%) Mentoring
12 26 (6.84%) Scrum
13 24 (6.32%) Regression Testing
13 24 (6.32%) Technical Architecture
14 23 (6.05%) SDLC
15 20 (5.26%) CRM
Programming Languages
1 267 (70.26%) SQL
2 116 (30.53%) T-SQL
3 51 (13.42%) Data Analysis Expressions (DAX)
4 39 (10.26%) C#
5 38 (10.00%) Python
6 33 (8.68%) Java
7 21 (5.53%) JavaScript
8 19 (5.00%) R
9 17 (4.47%) PL/SQL
10 9 (2.37%) Shell Script
11 8 (2.11%) Scala
11 8 (2.11%) VBA
12 7 (1.84%) PowerShell
13 6 (1.58%) C
13 6 (1.58%) MATLAB
14 5 (1.32%) Apex Code
14 5 (1.32%) HiveQL
15 4 (1.05%) C++
15 4 (1.05%) SOQL
16 3 (0.79%) Jython
Qualifications
1 42 (11.05%) Degree
2 7 (1.84%) PMI Certification
3 4 (1.05%) Microsoft Certification
4 3 (0.79%) ISEB
4 3 (0.79%) Security Cleared
5 2 (0.53%) ITIL Foundation Certificate
6 1 (0.26%) ACCA
6 1 (0.26%) CIMA
6 1 (0.26%) PhD
6 1 (0.26%) PMP
Quality Assurance & Compliance
1 34 (8.95%) Data Quality
2 24 (6.32%) QA
3 7 (1.84%) Sarbanes-Oxley
4 3 (0.79%) Dodd-Frank
5 2 (0.53%) SLA
System Software
1 4 (1.05%) HDFS
2 2 (0.53%) Apache Flume
2 2 (0.53%) Docker
3 1 (0.26%) Active Directory
Systems Management
1 9 (2.37%) Oozie
2 1 (0.26%) Ansible
2 1 (0.26%) SCCM
Vendors
1 114 (30.00%) Oracle
2 105 (27.63%) Microsoft
3 62 (16.32%) Tableau
4 56 (14.74%) Sybase
5 42 (11.05%) Cognos
6 28 (7.37%) Informatica
7 14 (3.68%) Talend
8 12 (3.16%) Google
9 11 (2.89%) SAP
10 10 (2.63%) MicroStrategy
11 9 (2.37%) Salesforce.com
12 8 (2.11%) IBM
13 7 (1.84%) Apigee
13 7 (1.84%) RedGate
14 6 (1.58%) Netezza
14 6 (1.58%) TIBCO
15 5 (1.32%) Hortonworks
16 4 (1.05%) Solace
17 3 (0.79%) Sun
17 3 (0.79%) Vertica
City, London
Marcus Donald People
Salary: £50000 - £60000 per annum
Posted: Yesterday
City, London
The Datawarehousing Company
Salary: £65,000 per annum + pension, medical, dental, critical illness, childc
Posted: 2 days ago
City, London
Client Server
Salary: £45k to £60k + benefits
Posted: 2 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 2 days ago
City of London
Michael Page Technology
Salary: £65000 - £75000 per annum + 10% benefits
Posted: 2 days ago
City, London
Venturi
Salary: £40000 - £45000.00 per annum + extensive benefits
Posted: 2 days ago
City, London
Source Technology
Salary: From £25,000 to £35,000 per annum
Posted: 3 days ago
City, London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 4 days ago
City, London
HFG
Salary: £90000 - £110000 per annum, Benefits Excellent benefits + bonus
Posted: 2 days ago
City, London
Evolution Recruitment Solutions
Salary: 40,000 - 50,000 + Pension + Benefits
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 plus exceptional benefits package
Posted: 3 days ago
City, London
Venturi
Salary: £65000 - £71500 per annum + benefits
Posted: Yesterday
City, London
I3
Salary: £65000 - £70000 per annum + benefits + bonus
Posted: 5 days ago
City, London
Client Server
Salary: £60k to £65k + bonus + benefits
Posted: Yesterday
City, London
Miller Maxwell Ltd
Salary: From £45,000 to £65,000 per annum
Posted: 4 days ago
City, London
I3
Salary: £50000 - £75000 per annum + bonus + bens
Posted: 5 days ago
City of London
Huxley
Salary: competitive
Posted: 8 days ago
City, London
TEKsystems
Salary: £50000 - £70000 per annum + Package
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 4 days ago
City of London
Lawrence Harvey
Salary: £50000.00 - £65000.00 per annum
Posted: 17 days ago
City, London
Altus Analytics
Posted: 16 days ago
City of London
Venturi
Salary: £50000 - £60000 per annum
Posted: 22 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 21 days ago
City of London
Hays London City Cheapside
Salary: £80000.00 - £100000.00 per annum + bonus and benefits
Posted: 22 days ago