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 27 June 2017 with a comparison to the same period in the previous 2 years.

Extract, Transform and Load (ETL)
London / City of London
3 months to
27 Jun 2017
Same period 2016 Same period 2015
Rank 82 109 82
Rank change year-on-year +27 -27  
Permanent jobs citing ETL 178 176 337
As % of all permanent IT jobs advertised in the City of London 3.44% 2.75% 3.31%
As % of the Processes & Methodologies category 3.86% 3.04% 3.71%
Number of salaries quoted 168 165 301
Median salary £59,500 £60,000 £60,000
Median salary % change year-on-year -0.83% -  
90% offered a salary of more than £42,500 £36,200 £42,500
10% offered a salary of more than £77,500 £81,500 £80,000
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 4609 5788 9089
As % of all permanent IT job vacancies advertised in the City of London 89.15% 90.56% 89.23%
Number of salaries quoted 4072 5275 7778
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 £40,000 £40,000 £40,000
10% offered a salary of more than £85,000 £82,500 £85,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

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 27 June 2017.

Salary histogram for ETL in the City of London

For the 6 months to 27 June 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.

1 275 (75.97%) SQL
2 239 (66.02%) Business Intelligence
3 231 (63.81%) SQL Server
4 211 (58.29%) SQL Server Integration Services
5 204 (56.35%) Data Warehouse
6 165 (45.58%) Microsoft
7 141 (38.95%) SQL Server Analysis Services
8 136 (37.57%) SQL Server Reporting Services
9 122 (33.70%) T-SQL
10 119 (32.87%) Finance
11 102 (28.18%) Agile Software Development
12 91 (25.14%) Data Modelling
13 89 (24.59%) Power BI
14 86 (23.76%) Oracle
15 66 (18.23%) Big Data
16 63 (17.40%) Degree
17 59 (16.30%) Tableau
18 57 (15.75%) C#
19 53 (14.64%) .NET
19 53 (14.64%) Sybase
20 52 (14.36%) Analytics
21 44 (12.15%) OLAP
21 44 (12.15%) Visualisation
22 43 (11.88%) Microsoft Azure
23 40 (11.05%) NoSQL
23 40 (11.05%) Scrum
24 39 (10.77%) Banking
24 39 (10.77%) Test Automation
25 38 (10.50%) Data Integration
25 38 (10.50%) Regression Testing

ETL
Co-occurring 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 18 (4.97%) Apache Spark
2 10 (2.76%) SharePoint
3 6 (1.66%) SAS
4 4 (1.10%) IIS
5 3 (0.83%) Apache
6 2 (0.55%) Confluence
7 1 (0.28%) Apache Pig
7 1 (0.28%) Elasticsearch
7 1 (0.28%) WordPress
Applications
1 26 (7.18%) MS Visio
2 22 (6.08%) Microsoft Excel
3 3 (0.83%) Microsoft Office
4 1 (0.28%) SPSS
Business Applications
1 8 (2.21%) Cognos Business Intelligence
2 3 (0.83%) Dynamics AX
2 3 (0.83%) Dynamics CRM
3 2 (0.55%) Adobe Campaign
3 2 (0.55%) Dynamics GP
3 2 (0.55%) Unica
4 1 (0.28%) Cognos TM1
4 1 (0.28%) Markit EDM
4 1 (0.28%) SAP ERP
Cloud Services
1 43 (11.88%) Microsoft Azure
2 19 (5.25%) Amazon AWS
3 14 (3.87%) Google Cloud Platform
4 9 (2.49%) GitHub
5 5 (1.38%) SaaS
6 4 (1.10%) Google Analytics
7 3 (0.83%) Office 365
8 2 (0.55%) Cloud Computing
8 2 (0.55%) Force.com
9 1 (0.28%) Azure Machine Learning
Communications & Networking
1 9 (2.49%) Intranet
2 2 (0.55%) VoIP
2 2 (0.55%) VPN
3 1 (0.28%) NAS
3 1 (0.28%) SAN
Database & Business Intelligence
1 231 (63.81%) SQL Server
2 211 (58.29%) SQL Server Integration Services
3 204 (56.35%) Data Warehouse
4 141 (38.95%) SQL Server Analysis Services
5 136 (37.57%) SQL Server Reporting Services
6 89 (24.59%) Power BI
7 66 (18.23%) Big Data
8 44 (12.15%) OLAP
9 40 (11.05%) NoSQL
10 32 (8.84%) OLAP Cube
10 32 (8.84%) Relational Database
11 31 (8.56%) SQL Server 2012
12 30 (8.29%) QlikView
13 29 (8.01%) Hadoop
14 27 (7.46%) BusinessObjects
14 27 (7.46%) SSDT
15 26 (7.18%) Oracle Database
16 25 (6.91%) MongoDB
17 16 (4.42%) BusinessObjects Web Intelligence
17 16 (4.42%) Oracle BI EE
Development Applications
1 28 (7.73%) Talend Open Studio
2 25 (6.91%) PowerDesigner
3 20 (5.52%) JIRA
4 15 (4.14%) Visual Studio
5 14 (3.87%) Team Foundation Server
6 9 (2.49%) Subversion
7 8 (2.21%) Jenkins
8 7 (1.93%) SQL Server Management Studio (SSMS)
9 5 (1.38%) RStudio
9 5 (1.38%) TeamCity
10 4 (1.10%) ERwin
10 4 (1.10%) Git (software)
11 3 (0.83%) InstallShield
12 2 (0.55%) Oracle Forms
12 2 (0.55%) Zephyr
13 1 (0.28%) Bitbucket
13 1 (0.28%) Mercurial
13 1 (0.28%) Octopus Deploy
13 1 (0.28%) SpecFlow
13 1 (0.28%) WebDriver
General
1 119 (32.87%) Finance
2 39 (10.77%) Banking
3 24 (6.63%) Retail
4 15 (4.14%) Legal
5 14 (3.87%) Marketing
6 8 (2.21%) Law
7 7 (1.93%) Advertising
7 7 (1.93%) Front Office
8 5 (1.38%) Investment Banking
8 5 (1.38%) Publishing
9 3 (0.83%) Back Office
10 2 (0.55%) Music Industry
10 2 (0.55%) Pharmaceutical
11 1 (0.28%) Private Banking
Job Titles
1 206 (56.91%) Developer
2 109 (30.11%) Business Intelligence Developer
3 85 (23.48%) SQL Developer
4 62 (17.13%) Analyst
5 52 (14.36%) SSAS Developer
6 50 (13.81%) Senior Developer
7 46 (12.71%) SSIS Developer
8 42 (11.60%) Senior Business Intelligence Developer
9 38 (10.50%) Business Intelligence Analyst
10 35 (9.67%) SSRS Developer
11 33 (9.12%) Architect
11 33 (9.12%) ETL Developer
12 30 (8.29%) Database Developer
13 26 (7.18%) Business Developer
13 26 (7.18%) SQL BI Developer
13 26 (7.18%) SQL Database Developer
13 26 (7.18%) Tableau Developer
14 25 (6.91%) Data Warehouse Developer
15 24 (6.63%) OLAP Developer
15 24 (6.63%) Oracle Developer
Libraries, Frameworks & Software Standards
1 53 (14.64%) .NET
2 27 (7.46%) ASP.NET
3 24 (6.63%) Web Services
4 22 (6.08%) MDX
5 17 (4.70%) HTML
6 15 (4.14%) CSS
7 14 (3.87%) Kafka
7 14 (3.87%) Spring
8 13 (3.59%) Hibernate
8 13 (3.59%) XML
9 12 (3.31%) iBATIS
10 11 (3.04%) ASP.NET MVC
10 11 (3.04%) JSON
10 11 (3.04%) REST
11 10 (2.76%) Node.js
11 10 (2.76%) SOAP
12 8 (2.21%) .NET Framework
12 8 (2.21%) Flask
12 8 (2.21%) Grails
13 7 (1.93%) RESTful
Miscellaneous
1 34 (9.39%) Analytical Skills
2 25 (6.91%) Computer Science
3 16 (4.42%) Management Information System
4 7 (1.93%) Data Structures
4 7 (1.93%) Greenfield Project
4 7 (1.93%) Hedge funds
5 6 (1.66%) Linux Command Line
5 6 (1.66%) Semantic Web
6 5 (1.38%) Clustering
7 4 (1.10%) Fintech
7 4 (1.10%) User Experience
8 3 (0.83%) Derivative
8 3 (0.83%) Replication
9 2 (0.55%) Algorithms
9 2 (0.55%) Enterprise Software
9 2 (0.55%) EPoS
9 2 (0.55%) Foreign Exchange (FX)
9 2 (0.55%) Reinsurance
9 2 (0.55%) Spread Betting
10 1 (0.28%) Virtual Team
Operating Systems
1 11 (3.04%) Unix
2 10 (2.76%) Linux
3 2 (0.55%) Windows
Processes & Methodologies
1 239 (66.02%) Business Intelligence
2 102 (28.18%) Agile Software Development
3 91 (25.14%) Data Modelling
4 52 (14.36%) Analytics
5 44 (12.15%) Visualisation
6 40 (11.05%) Scrum
7 39 (10.77%) Test Automation
8 38 (10.50%) Data Integration
8 38 (10.50%) Regression Testing
9 37 (10.22%) Data Management
10 36 (9.94%) Data Visualisation
11 35 (9.67%) Web Development
12 29 (8.01%) Dashboard Development
12 29 (8.01%) ITIL
13 28 (7.73%) ETL Development
14 24 (6.63%) Performance Tuning
15 22 (6.08%) Kimball Methodology
16 20 (5.52%) Master Data Management
17 19 (5.25%) Software Engineering
18 17 (4.70%) Data Architecture
Programming Languages
1 275 (75.97%) SQL
2 122 (33.70%) T-SQL
3 57 (15.75%) C#
4 35 (9.67%) PL/SQL
5 34 (9.39%) Java
6 33 (9.12%) Data Analysis Expressions (DAX)
6 33 (9.12%) JavaScript
6 33 (9.12%) Python
7 20 (5.52%) R
8 16 (4.42%) Shell Script
9 13 (3.59%) PowerShell
10 10 (2.76%) VBA
11 8 (2.21%) MATLAB
12 6 (1.66%) Scala
13 3 (0.83%) C
14 2 (0.55%) Apex Code
14 2 (0.55%) Bash Shell
14 2 (0.55%) SOQL
14 2 (0.55%) SOSL
15 1 (0.28%) HiveQL
Qualifications
1 63 (17.40%) Degree
2 20 (5.52%) Computer Science Degree
3 6 (1.66%) ITIL Foundation Certificate
4 5 (1.38%) ISEB
5 4 (1.10%) Master's Degree
6 3 (0.83%) ITIL Certification
7 2 (0.55%) Microsoft Certification
7 2 (0.55%) Oracle Certification
8 1 (0.28%) ACCA
8 1 (0.28%) CIMA
8 1 (0.28%) MCSE
8 1 (0.28%) PhD
8 1 (0.28%) PMI Certification
8 1 (0.28%) PMP
Quality Assurance & Compliance
1 33 (9.12%) Data Quality
2 24 (6.63%) QA
3 8 (2.21%) Sarbanes-Oxley
4 4 (1.10%) SLA
5 2 (0.55%) FATCA
5 2 (0.55%) Solvency II
6 1 (0.28%) MiFID
6 1 (0.28%) PMO
System Software
1 5 (1.38%) HDFS
2 3 (0.83%) Active Directory
3 2 (0.55%) Docker
Systems Management
1 3 (0.83%) SCCM
2 2 (0.55%) Control-M
3 1 (0.28%) Ansible
Vendors
1 165 (45.58%) Microsoft
2 86 (23.76%) Oracle
3 59 (16.30%) Tableau
4 53 (14.64%) Sybase
5 32 (8.84%) Informatica
6 28 (7.73%) Talend
7 20 (5.52%) Cognos
7 20 (5.52%) MicroStrategy
8 14 (3.87%) SAP
9 12 (3.31%) Google
10 10 (2.76%) IBM
11 8 (2.21%) Apigee
12 6 (1.66%) Salesforce.com
12 6 (1.66%) TIBCO
13 5 (1.38%) Bloomberg
13 5 (1.38%) Hyperion
14 4 (1.10%) FactSet
14 4 (1.10%) RedGate
15 3 (0.83%) Cloudera
15 3 (0.83%) EXASOL
City, London
I3
Salary: £45000 - £50000 per annum + benefits + bonus
Posted: 5 hours ago
City, London
HFG
Salary: £90000 - £110000 per annum, Benefits Excellent benefits + bonus
Posted: 21 hours ago
City, London
Harrington Starr
Salary: £65000 - £75000 per annum + Benefits + Bonus
Posted: Yesterday
City, London
ANSON MCCADE
Salary: up to £25,000 + excellent benefits (including Student Loan Repayment P
Posted: 20 hours ago
City, London
Big Wednesday Digital Ltd
Salary: Negotiable
Posted: 3 days ago
City, London
Evolution Recruitment Solutions
Salary: 45,000 - 55,000
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £70,000 - 95,000 + excellent benefits - including a VERY generous bonu
Posted: 20 hours ago
City, London
Sogeti
Salary: Competitive salary + benefits
Posted: 21 hours ago
City, London
Harrington Starr
Salary: £70000 - £75000 per annum + Benefits + Bonus
Posted: Yesterday
City, London
Cititec
Salary: £55000 - £60000 per annum
Posted: 5 days ago
City, London
Harvey Nash plc
Salary: £65000 per annum
Posted: 4 days ago
City, London
Venturi
Salary: £50000 - £55000 per annum + bonus+full bens
Posted: 4 days ago
City, London
ANSON MCCADE
Salary: £50,000- £90,000
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £70k - £90k base + 5k sign on
Posted: 5 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £40000 - £55000 per annum
Posted: 4 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £40000 - £50000 per annum
Posted: 5 days ago
City, London
Stott & May
Salary: £35000 - £50000 per annum
Posted: 5 days ago
City, London
ANSON MCCADE
Salary: £45,000 to £73,000 + Plus package (30 days paid Holidays)
Posted: 3 days ago
City, London
Epiq Systems Ltd
Posted: 12 days ago
City, London
ANSON MCCADE
Salary: Manager - £75,000 - 100,000k base, bonus + generous package
Posted: 6 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 11 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £40000 - £50000 per annum
Posted: 14 days ago
City, London
Hotels.com
Salary: Competitive
Posted: 18 days ago