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 27 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
27 Feb 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
London / City of London
Rank 65 66 98
Rank change year-on-year
+1 +32
Permanent jobs citing ETL 201 278 282
As % of all permanent IT jobs located in the City of London 4.00% 4.08% 2.72%
As % of the Processes & Methodologies category 4.45% 4.56% 3.13%
Number of salaries quoted 194 239 247
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 £43,000
10% offered a salary of more than £74,250 £80,000 £74,000
UK excluding London median salary £45,000 £45,000 £45,000

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
4512 6100 9009
As % of all permanent IT jobs located in the City of London 89.77% 89.61% 86.98%
Number of salaries quoted 4108 5414 7643
Median salary £60,000 £60,000 £57,500
Median salary % change year-on-year
- +4.34%
90% offered a salary of more than £40,000 £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 £42,500
% change year-on-year
- +5.88%

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 27 February 2017.

ETL Salary Histogram in the City of London

ETL
Top 30 Related IT Skills in the City of London

For the 6 months to 27 February 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.

1 261 (68.87%) Business Intelligence
2 258 (68.07%) SQL
3 227 (59.89%) SQL Server
4 217 (57.26%) SQL Server Integration Services
5 170 (44.85%) Data Warehouse
6 139 (36.68%) SQL Server Reporting Services
7 127 (33.51%) Finance
8 126 (33.25%) SQL Server Analysis Services
9 114 (30.08%) T-SQL
10 107 (28.23%) Oracle
11 99 (26.12%) Microsoft
12 91 (24.01%) Data Modelling
13 86 (22.69%) Agile Software Development
13 86 (22.69%) Analytics
14 83 (21.90%) Power BI
15 75 (19.79%) Banking
16 71 (18.73%) Big Data
17 59 (15.57%) Tableau
18 56 (14.78%) MS Excel
18 56 (14.78%) Sybase
19 53 (13.98%) Visualisation
20 50 (13.19%) Kimball Methodology
21 49 (12.93%) Data Analysis Expressions (DAX)
22 47 (12.40%) QlikView
23 46 (12.14%) Dashboard Development
24 44 (11.61%) Hadoop
24 44 (11.61%) Cognos
25 43 (11.35%) Web Development
26 41 (10.82%) Python
27 40 (10.55%) Data Management

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 24 (6.33%) Apache Spark
2 10 (2.64%) SharePoint
3 9 (2.37%) SAS
4 5 (1.32%) Apache Pig
4 5 (1.32%) Oracle SOA Suite
5 4 (1.06%) Elasticsearch
6 3 (0.79%) WebSphere
7 2 (0.53%) IIS
8 1 (0.26%) Apache
8 1 (0.26%) CMS
8 1 (0.26%) JBoss
8 1 (0.26%) Mule
8 1 (0.26%) Oracle Service Bus
8 1 (0.26%) WebLogic
Applications
1 56 (14.78%) MS Excel
2 7 (1.85%) MS Visio
3 5 (1.32%) Spreadsheet
4 2 (0.53%) SPSS
5 1 (0.26%) MS Office
5 1 (0.26%) MS PowerPoint
Business Applications
1 18 (4.75%) Cognos Business Intelligence
2 16 (4.22%) Cognos Planning
3 6 (1.58%) Dynamics CRM
4 4 (1.06%) SAP ERP
5 3 (0.79%) BusinessWorks
5 3 (0.79%) TIBCO BusinessEvents
6 2 (0.53%) Dynamics AX
7 1 (0.26%) Cognos TM1
7 1 (0.26%) Salesforce.com CRM
Cloud Services
1 20 (5.28%) Amazon AWS
2 19 (5.01%) Microsoft Azure
3 6 (1.58%) Google Cloud Platform
4 5 (1.32%) Google Analytics
5 3 (0.79%) Force.com
5 3 (0.79%) GitHub
5 3 (0.79%) SaaS
6 2 (0.53%) Cloud Computing
7 1 (0.26%) PaaS
Communications & Networking
1 3 (0.79%) FTP
2 2 (0.53%) VoIP
2 2 (0.53%) VPN
3 1 (0.26%) SSL
3 1 (0.26%) TCP/IP
Database & Business Intelligence
1 227 (59.89%) SQL Server
2 217 (57.26%) SQL Server Integration Services
3 170 (44.85%) Data Warehouse
4 139 (36.68%) SQL Server Reporting Services
5 126 (33.25%) SQL Server Analysis Services
6 83 (21.90%) Power BI
7 71 (18.73%) Big Data
8 47 (12.40%) QlikView
9 44 (11.61%) Hadoop
10 37 (9.76%) SQL Server 2012
11 31 (8.18%) Relational Database
11 31 (8.18%) SQL Server 2008
12 25 (6.60%) NoSQL
13 23 (6.07%) BusinessObjects
14 20 (5.28%) Apache Hive
15 19 (5.01%) Microsoft Analysis Services
15 19 (5.01%) Oracle Database
16 17 (4.49%) MySQL
16 17 (4.49%) OLAP
17 16 (4.22%) Cognos Analysis Studio
Development Applications
1 23 (6.07%) JIRA
2 16 (4.22%) SQL Server Management Studio (SSMS)
3 12 (3.17%) Team Foundation Server
4 10 (2.64%) Visual Studio
5 9 (2.37%) Toad
6 7 (1.85%) Talend Open Studio
7 6 (1.58%) Git (software)
7 6 (1.58%) PowerDesigner
8 4 (1.06%) FishEye
8 4 (1.06%) Liquibase
9 2 (0.53%) ERwin
9 2 (0.53%) Jenkins
9 2 (0.53%) Octopus Deploy
9 2 (0.53%) Oracle Forms
9 2 (0.53%) Subversion
9 2 (0.53%) Zephyr
10 1 (0.26%) Ant
10 1 (0.26%) Eclipse
10 1 (0.26%) Maven
10 1 (0.26%) VSS/SourceSafe
General
1 127 (33.51%) Finance
2 75 (19.79%) Banking
3 31 (8.18%) Legal
4 23 (6.07%) Retail
5 20 (5.28%) Marketing
6 11 (2.90%) Investment Banking
7 10 (2.64%) Law
8 8 (2.11%) Advertising
9 4 (1.06%) Back Office
10 2 (0.53%) Automotive
10 2 (0.53%) Front Office
10 2 (0.53%) Music Industry
11 1 (0.26%) Billing
11 1 (0.26%) Corporate Banking
11 1 (0.26%) Financial Institution
11 1 (0.26%) Games
11 1 (0.26%) Publishing
11 1 (0.26%) Telecoms
Job Titles
1 181 (47.76%) Developer
2 97 (25.59%) Business Intelligence Developer
3 75 (19.79%) Analyst
4 57 (15.04%) SQL Developer
5 48 (12.66%) Business Developer
5 48 (12.66%) Business Intelligence Analyst
6 47 (12.40%) Senior Developer
7 40 (10.55%) SSRS Developer
8 37 (9.76%) SSIS Developer
9 36 (9.50%) Senior Business Intelligence Developer
10 26 (6.86%) SSAS Developer
11 25 (6.60%) Dashboard Developer
11 25 (6.60%) Data Engineer
12 24 (6.33%) Architect
13 23 (6.07%) ETL Developer
14 22 (5.80%) SQL BI Developer
15 21 (5.54%) Analyst Developer
16 20 (5.28%) Data Architect
16 20 (5.28%) Senior Analyst
17 18 (4.75%) Data Analyst
Libraries, Frameworks & Software Standards
1 35 (9.23%) .NET
2 20 (5.28%) Web Services
3 18 (4.75%) MDX
4 10 (2.64%) REST
4 10 (2.64%) XML
5 8 (2.11%) HTML
6 7 (1.85%) Grails
6 7 (1.85%) Middleware
6 7 (1.85%) RESTful
7 6 (1.58%) Flask
7 6 (1.58%) jQuery
7 6 (1.58%) SOAP
8 5 (1.32%) JSON
8 5 (1.32%) Kafka
9 4 (1.06%) .NET Framework
9 4 (1.06%) ASP.NET
9 4 (1.06%) CSS
9 4 (1.06%) JRuby
9 4 (1.06%) Node.js
10 3 (0.79%) JMS
Miscellaneous
1 30 (7.92%) Analytical Skills
2 18 (4.75%) Computer Science
3 12 (3.17%) Data Structures
4 10 (2.64%) Reference Data
5 8 (2.11%) Clustering
5 8 (2.11%) Fintech
5 8 (2.11%) PMI
6 6 (1.58%) Algorithms
6 6 (1.58%) Credit Risk
6 6 (1.58%) Replication
6 6 (1.58%) User Experience
7 5 (1.32%) Management Information System
8 4 (1.06%) Client/Server
8 4 (1.06%) Linux Command Line
8 4 (1.06%) Semantic Web
9 3 (0.79%) DTCC
10 2 (0.53%) Derivative
10 2 (0.53%) Enterprise Software
10 2 (0.53%) Hedge funds
10 2 (0.53%) Online Banking
Operating Systems
1 17 (4.49%) Unix
2 16 (4.22%) Linux
3 12 (3.17%) Windows
4 3 (0.79%) Windows Server
4 3 (0.79%) Windows XP
Processes & Methodologies
1 261 (68.87%) Business Intelligence
2 91 (24.01%) Data Modelling
3 86 (22.69%) Agile Software Development
3 86 (22.69%) Analytics
4 53 (13.98%) Visualisation
5 50 (13.19%) Kimball Methodology
6 46 (12.14%) Dashboard Development
7 43 (11.35%) Web Development
8 40 (10.55%) Data Management
9 39 (10.29%) ETL Development
10 32 (8.44%) Performance Tuning
11 29 (7.65%) Data Visualisation
11 29 (7.65%) Dimensional Modelling
11 29 (7.65%) SDLC
12 28 (7.39%) Data Integration
13 26 (6.86%) Mentoring
13 26 (6.86%) Technical Architecture
14 24 (6.33%) CRM
15 23 (6.07%) Data Architecture
15 23 (6.07%) Migration
Programming Languages
1 258 (68.07%) SQL
2 114 (30.08%) T-SQL
3 49 (12.93%) Data Analysis Expressions (DAX)
4 41 (10.82%) Python
5 36 (9.50%) C#
6 31 (8.18%) Java
7 17 (4.49%) R
8 13 (3.43%) JavaScript
9 10 (2.64%) PL/SQL
10 9 (2.37%) Scala
11 7 (1.85%) Shell Script
12 6 (1.58%) C
12 6 (1.58%) HiveQL
12 6 (1.58%) MATLAB
12 6 (1.58%) PowerShell
12 6 (1.58%) VBA
13 5 (1.32%) C++
14 4 (1.06%) Groovy
14 4 (1.06%) Jython
14 4 (1.06%) SPARQL
Qualifications
1 35 (9.23%) Degree
2 9 (2.37%) PMI Certification
3 6 (1.58%) Microsoft Certification
4 3 (0.79%) Security Cleared
5 2 (0.53%) MCSE
5 2 (0.53%) OCP
5 2 (0.53%) Oracle Certification
6 1 (0.26%) ISEB
6 1 (0.26%) ITIL Foundation Certificate
6 1 (0.26%) PhD
6 1 (0.26%) PMP
Quality Assurance & Compliance
1 40 (10.55%) Data Quality
2 21 (5.54%) QA
3 3 (0.79%) Dodd-Frank
3 3 (0.79%) Sarbanes-Oxley
4 2 (0.53%) SLA
5 1 (0.26%) FATCA
5 1 (0.26%) PMO
System Software
1 6 (1.58%) HDFS
2 3 (0.79%) Apache Flume
3 2 (0.53%) Docker
Systems Management
1 9 (2.37%) Oozie
2 2 (0.53%) Failover Clustering
3 1 (0.26%) Ansible
Vendors
1 107 (28.23%) Oracle
2 99 (26.12%) Microsoft
3 59 (15.57%) Tableau
4 56 (14.78%) Sybase
5 44 (11.61%) Cognos
6 24 (6.33%) Informatica
7 15 (3.96%) Google
8 11 (2.90%) SAP
9 10 (2.64%) MicroStrategy
10 8 (2.11%) RedGate
10 8 (2.11%) Salesforce.com
11 7 (1.85%) Netezza
11 7 (1.85%) Talend
12 6 (1.58%) Hortonworks
13 5 (1.32%) IBM
13 5 (1.32%) TIBCO
14 4 (1.06%) Solace
15 3 (0.79%) Apigee
15 3 (0.79%) Sun
15 3 (0.79%) Teradata
City of London
Michael Page Technology
Salary: £65000 - £75000 per annum + 10% benefits
Posted: 6 hours ago
City, London
I3
Salary: £50000 - £75000 per annum + bonus + bens
Posted: 6 hours ago
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum benefits package
Posted: Yesterday
City, London
Harrington Starr
Salary: £70000 per annum + Benefits
Posted: 2 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £60000 - £75000 per annum + excellent benefits
Posted: 2 days ago
City, London
Spencer Rose
Salary: £60000 - £80000 per annum + pension after 6 months probation
Posted: 2 days ago
City of London
Huxley
Salary: competitive
Posted: 5 days ago
City, London
Source Technology
Salary: From £25,000 to £35,000 per annum
Posted: 2 days ago
City of London
Huxley
Salary: competitive
Posted: 6 days ago
City, London
TEKsystems
Salary: £65000 - £70000 per annum + benefits
Posted: 2 days ago
City, London
Square One Resources
Salary: From £90,000 to £110,000 per annum + Benefits
Posted: 2 days ago
City, London
Digital Gurus
Salary: £55000 - £65000 Per Annum
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £70,000 - £85,000
Posted: 5 days ago
City of London
Venturi
Salary: £45000 - £55000 per annum + bonus and full benefits
Posted: 12 days ago
City, London
Henderson Drake
Salary: From £34,000 to £40,000 per annum Bonus + Pension + Healthcare + Holid
Posted: 5 days ago
City, London
Venturi
Salary: £50000 - £60000 per annum
Posted: 6 days ago
City of London
Lawrence Harvey
Salary: £25000.00 - £40000.00 per annum + pension, health care etc
Posted: 13 days ago
City, London
Square One Resources
Salary: From £0 to £140,000 per annum + Benefits
Posted: 5 days ago
City, London
Client Server
Salary: £60k to £65k + bonus + benefits
Posted: 5 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £45000 - £60000 per annum + Pension, Bonus
Posted: 14 days ago
City, London
Accenture
Salary: From £34,000 to £47,000 per annum
Posted: 4 days ago
City of London
Michael Page Technology
Salary: £40000 - £65000 per annum + benefits
Posted: 19 days ago
City, London
Quant Capital
Salary: Up to £40,000 per annum + benefits and bonus
Posted: 6 days ago
City of London
Huxley
Salary: competitive
Posted: 17 days ago
City of London
Hays London City Cheapside
Salary: £140000.00 - £160000.00 per annum
Posted: 19 days ago
City, London
GTA
Posted: 19 days ago
City, London
Sogeti
Salary: Competitive salary + benefits
Posted: 19 days ago