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 22 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
22 Jan 2017
Same period 2016 Same period 2015
Extract, Transform and Load (ETL)
London / City of London
Rank 63 65 73
Rank change year-on-year
+2 +8
Permanent jobs citing ETL 203 263 363
As % of all permanent IT jobs located in the City of London 4.10% 4.07% 3.55%
As % of the Processes & Methodologies category 4.67% 4.58% 4.15%
Number of salaries quoted 193 236 327
Median salary £60,000 £60,000 £60,000
90% offered a salary of more than £42,500 £50,000 £42,500
10% offered a salary of more than £74,500 £80,000 £72,500
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
4350 5744 8741
As % of all permanent IT jobs located in the City of London 87.75% 88.86% 85.52%
Number of salaries quoted 3942 5142 7545
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 £38,500
10% offered a salary of more than £90,000 £82,500 £86,500
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 22 January 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 22 January 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.

1 265 (69.92%) SQL
2 255 (67.28%) Business Intelligence
3 218 (57.52%) SQL Server
4 193 (50.92%) SQL Server Integration Services
5 180 (47.49%) Data Warehouse
6 127 (33.51%) SQL Server Reporting Services
7 120 (31.66%) Finance
8 118 (31.13%) T-SQL
9 106 (27.97%) Oracle
10 104 (27.44%) SQL Server Analysis Services
11 101 (26.65%) Data Modelling
12 93 (24.54%) Analytics
13 87 (22.96%) Microsoft
14 77 (20.32%) Agile Software Development
15 73 (19.26%) Big Data
16 67 (17.68%) Tableau
17 62 (16.36%) Power BI
18 61 (16.09%) Banking
19 58 (15.30%) Kimball Methodology
20 54 (14.25%) QlikView
21 52 (13.72%) Cognos
22 51 (13.46%) Python
22 51 (13.46%) Visualisation
23 48 (12.66%) MS Excel
24 47 (12.40%) Data Management
24 47 (12.40%) Hadoop
25 43 (11.35%) Java
25 43 (11.35%) SQL Server 2012
26 42 (11.08%) Data Quality
27 41 (10.82%) Performance Tuning

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 25 (6.60%) Apache Spark
2 13 (3.43%) SharePoint
3 8 (2.11%) SAS
4 6 (1.58%) Elasticsearch
4 6 (1.58%) Oracle SOA Suite
5 4 (1.06%) Apache Pig
6 3 (0.79%) WebSphere
7 2 (0.53%) Apache
8 1 (0.26%) CMS
8 1 (0.26%) IPython
8 1 (0.26%) JBoss
8 1 (0.26%) Jupyter
8 1 (0.26%) Mule
8 1 (0.26%) Oracle Service Bus
8 1 (0.26%) WebLogic
Applications
1 48 (12.66%) MS Excel
2 5 (1.32%) Spreadsheet
3 4 (1.06%) MS PowerPoint
3 4 (1.06%) MS Visio
4 2 (0.53%) Gephi
4 2 (0.53%) SPSS
5 1 (0.26%) MS Office
Business Applications
1 18 (4.75%) Cognos Business Intelligence
2 16 (4.22%) Cognos Planning
3 6 (1.58%) Dynamics CRM
4 3 (0.79%) BusinessWorks
4 3 (0.79%) Markit EDM
4 3 (0.79%) SAP ERP
4 3 (0.79%) TIBCO BusinessEvents
5 2 (0.53%) Dynamics AX
5 2 (0.53%) Salesforce.com CRM
6 1 (0.26%) Adobe Campaign
Cloud Services
1 25 (6.60%) Amazon AWS
2 16 (4.22%) Microsoft Azure
3 8 (2.11%) Google Cloud Platform
4 6 (1.58%) Google Analytics
5 5 (1.32%) Amazon EC2
6 3 (0.79%) Force.com
6 3 (0.79%) SaaS
7 1 (0.26%) Amazon Kinesis
7 1 (0.26%) AWS Elastic Beanstalk
7 1 (0.26%) Cloud Computing
7 1 (0.26%) PaaS
Communications & Networking
1 3 (0.79%) FTP
2 1 (0.26%) SSL
2 1 (0.26%) TCP/IP
Database & Business Intelligence
1 218 (57.52%) SQL Server
2 193 (50.92%) SQL Server Integration Services
3 180 (47.49%) Data Warehouse
4 127 (33.51%) SQL Server Reporting Services
5 104 (27.44%) SQL Server Analysis Services
6 73 (19.26%) Big Data
7 62 (16.36%) Power BI
8 54 (14.25%) QlikView
9 47 (12.40%) Hadoop
10 43 (11.35%) SQL Server 2012
11 40 (10.55%) SQL Server 2008
12 33 (8.71%) BusinessObjects
13 30 (7.92%) NoSQL
14 29 (7.65%) Relational Database
15 24 (6.33%) MySQL
16 22 (5.80%) Microsoft Analysis Services
17 20 (5.28%) Oracle Database
17 20 (5.28%) SQL Server 2005
18 17 (4.49%) Apache Hive
19 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%) Git (software)
4 9 (2.37%) Talend Open Studio
4 9 (2.37%) Toad
5 8 (2.11%) Visual Studio
6 7 (1.85%) FishEye
6 7 (1.85%) Liquibase
6 7 (1.85%) Team Foundation Server
7 3 (0.79%) ERwin
7 3 (0.79%) Jenkins
7 3 (0.79%) PowerDesigner
8 2 (0.53%) Ant
8 2 (0.53%) Octopus Deploy
9 1 (0.26%) GitLab
9 1 (0.26%) IntelliJ
9 1 (0.26%) Maven
9 1 (0.26%) Oracle APEX
9 1 (0.26%) VSS/SourceSafe
General
1 120 (31.66%) Finance
2 61 (16.09%) Banking
3 36 (9.50%) Legal
4 20 (5.28%) Retail
5 19 (5.01%) Marketing
6 14 (3.69%) Investment Banking
7 8 (2.11%) Law
8 6 (1.58%) Advertising
9 4 (1.06%) Back Office
9 4 (1.06%) Front Office
10 2 (0.53%) Automotive
10 2 (0.53%) Billing
10 2 (0.53%) Games
10 2 (0.53%) Music Industry
10 2 (0.53%) Pharmaceutical
11 1 (0.26%) Corporate Banking
11 1 (0.26%) Financial Institution
11 1 (0.26%) French Language
11 1 (0.26%) Publishing
11 1 (0.26%) Telecoms
Job Titles
1 167 (44.06%) Developer
2 83 (21.90%) Business Intelligence Developer
3 78 (20.58%) Analyst
4 59 (15.57%) SQL Developer
5 46 (12.14%) Business Intelligence Analyst
6 44 (11.61%) Business Developer
7 42 (11.08%) Senior Developer
8 29 (7.65%) Senior Business Intelligence Developer
8 29 (7.65%) SSIS Developer
9 28 (7.39%) Architect
10 27 (7.12%) Data Engineer
10 27 (7.12%) ETL Developer
11 25 (6.60%) SQL BI Developer
11 25 (6.60%) SSRS Developer
12 24 (6.33%) Analyst Developer
12 24 (6.33%) Data Analyst
12 24 (6.33%) Data Architect
13 23 (6.07%) Senior Analyst
14 21 (5.54%) DBA
15 17 (4.49%) SQL DBA
Libraries, Frameworks & Software Standards
1 25 (6.60%) .NET
2 19 (5.01%) MDX
3 16 (4.22%) Web Services
4 11 (2.90%) XML
5 8 (2.11%) Middleware
6 7 (1.85%) Grails
6 7 (1.85%) HTML
6 7 (1.85%) JRuby
7 6 (1.58%) D3.js
7 6 (1.58%) REST
7 6 (1.58%) RESTful
8 4 (1.06%) jQuery
8 4 (1.06%) Lucene
9 3 (0.79%) CSS
9 3 (0.79%) Flask
9 3 (0.79%) FpML
9 3 (0.79%) JMS
9 3 (0.79%) Natural Language Processing
9 3 (0.79%) SOAP
10 2 (0.53%) Kafka
Miscellaneous
1 51 (13.46%) Visualisation
2 34 (8.97%) Data Integration
3 27 (7.12%) Analytical Skills
4 17 (4.49%) Replication
5 15 (3.96%) Computer Science
6 11 (2.90%) Reference Data
6 11 (2.90%) Statistics
7 10 (2.64%) Data Extraction
7 10 (2.64%) Mathematics
8 9 (2.37%) Data Structures
8 9 (2.37%) PMI
9 7 (1.85%) Management Information System
9 7 (1.85%) User Experience
10 6 (1.58%) Algorithms
10 6 (1.58%) Clustering
10 6 (1.58%) Credit Risk
10 6 (1.58%) Fintech
10 6 (1.58%) Semantic Web
11 4 (1.06%) Client/Server
12 3 (0.79%) Artificial Intelligence
Operating Systems
1 29 (7.65%) Unix
2 24 (6.33%) Linux
3 15 (3.96%) Windows
4 3 (0.79%) Windows Server
4 3 (0.79%) Windows XP
5 1 (0.26%) Ubuntu
Processes & Methodologies
1 255 (67.28%) Business Intelligence
2 101 (26.65%) Data Modelling
3 93 (24.54%) Analytics
4 77 (20.32%) Agile Software Development
5 58 (15.30%) Kimball Methodology
6 47 (12.40%) Data Management
7 41 (10.82%) Performance Tuning
7 41 (10.82%) SDLC
8 36 (9.50%) ETL Development
9 34 (8.97%) Dashboard Development
9 34 (8.97%) Data Architecture
10 32 (8.44%) Dimensional Modelling
11 28 (7.39%) Migration
12 27 (7.12%) Open Source
12 27 (7.12%) Web Development
13 26 (6.86%) Data Visualisation
13 26 (6.86%) Mentoring
14 24 (6.33%) Technical Architecture
15 23 (6.07%) CRM
16 22 (5.80%) Business Analysis
Programming Languages
1 265 (69.92%) SQL
2 118 (31.13%) T-SQL
3 51 (13.46%) Python
4 43 (11.35%) Java
5 33 (8.71%) Data Analysis Expressions (DAX)
6 31 (8.18%) C#
7 16 (4.22%) R
8 15 (3.96%) PL/SQL
9 14 (3.69%) Scala
10 12 (3.17%) JavaScript
11 9 (2.37%) C++
12 8 (2.11%) C
12 8 (2.11%) Shell Script
13 7 (1.85%) Clojure
13 7 (1.85%) Groovy
13 7 (1.85%) HiveQL
13 7 (1.85%) Jython
13 7 (1.85%) PowerShell
13 7 (1.85%) VBA
14 6 (1.58%) MATLAB
Qualifications
1 28 (7.39%) Degree
2 10 (2.64%) PMI Certification
3 8 (2.11%) OCP
3 8 (2.11%) Oracle Certification
4 7 (1.85%) Microsoft Certification
5 3 (0.79%) MCSE
5 3 (0.79%) Security Cleared
6 1 (0.26%) MCP
6 1 (0.26%) PhD
6 1 (0.26%) PMP
Quality Assurance & Compliance
1 42 (11.08%) Data Quality
2 17 (4.49%) QA
3 3 (0.79%) Dodd-Frank
3 3 (0.79%) SLA
4 1 (0.26%) FATCA
System Software
1 6 (1.58%) HDFS
2 3 (0.79%) Apache Flume
2 3 (0.79%) Docker
Systems Management
1 9 (2.37%) Oozie
2 8 (2.11%) Failover Clustering
3 2 (0.53%) Control-M
4 1 (0.26%) Ambari
4 1 (0.26%) Ansible
Vendors
1 106 (27.97%) Oracle
2 87 (22.96%) Microsoft
3 67 (17.68%) Tableau
4 52 (13.72%) Cognos
5 39 (10.29%) Sybase
6 32 (8.44%) Informatica
7 18 (4.75%) Google
8 10 (2.64%) SAP
9 9 (2.37%) MicroStrategy
9 9 (2.37%) Talend
10 8 (2.11%) Netezza
10 8 (2.11%) Salesforce.com
11 7 (1.85%) Hortonworks
12 5 (1.32%) RedGate
13 4 (1.06%) IBM
13 4 (1.06%) Solace
13 4 (1.06%) TIBCO
14 3 (0.79%) Sun
14 3 (0.79%) Vertica
14 3 (0.79%) Zuora
City, London
Total Recruitment Specialists Limited / TRG / Total recruitment group
Salary: £60000 Per Annum Plus excellent benefits
Posted: 5 hours ago
City, London
Deerfoot IT Resources Ltd
Salary: £60000 - £70000 per annum + excellent benefits
Posted: 2 days ago
City, London
Charles Taylor plc
Salary: Market related
Posted: 2 days ago
City, London
ARC IT Recruitment Ltd
Salary: £55000 per annum + Plus Bonus and Benefits
Posted: 2 days ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: 2 days ago
City of London
Michael Page Technology
Salary: £68000 - £75000 per annum + bonus + benefits
Posted: 3 days ago
City, London
Crimson Ltd
Salary: £50000 - £75000 per annum + Benefits
Posted: 4 days ago
City, London
Venturi
Salary: £45000 - £60000 per annum
Posted: 3 days ago
City, London
I3
Salary: £55000 - £70000 per annum + benefits + bonus
Posted: 4 days ago
City, London
Harrington Starr
Salary: £35000 - £50000 per annum + Bonus + Benefits
Posted: 3 days ago
City, London
Harvey Nash plc
Salary: £55000 - £70000 per annum
Posted: 4 days ago
City, London
Deerfoot IT Resources Ltd
Salary: £45000 - £60000 per annum + Pension, Bonus
Posted: 5 days ago
City, London
Harvey Nash plc
Salary: £60000 - £70000 per annum
Posted: 5 days ago
City, London
Evolution Recruitment Solutions
Salary: Package of 42,000 + Excellent benefits
Posted: 6 days ago
City of London
Nigel Frank International
Salary: £70000 - £90000 per annum + Pension, Bonus, Negotiable
Posted: 6 days ago
City, London
Comtecs
Salary: £65000 - £70000 Per Annum + Bonus + Excellent Benefits
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + generous bonus and car allowance plus much more!
Posted: 5 days ago
City, London
Henderson Drake
Salary: From £34,000 to £40,000 per annum Bonus + Pension + Healthcare + Holid
Posted: 6 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £70,000 + extensive benefits package
Posted: 5 days ago
City, London
Accenture
Salary: £28,000 per annum
Posted: 3 days ago
City of London
Venturi
Salary: £40000 - £50000 per annum + company benefits
Posted: 11 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £75,000 + excellent benefits
Posted: 5 days ago
City of London
Venturi
Salary: £50000 - £55000 per annum + Benefits
Posted: 19 days ago
City, London
ISL
Salary: £100000 - £101000 per annum + Annual bonus
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £45,000 - £58,000 + extensive benefits package
Posted: 5 days ago
City of London
Lawrence Harvey
Salary: £45000.00 - £60000.00 per annum
Posted: 19 days ago
City, London
Schroders plc
Posted: 12 days ago
City, London
ANSON MCCADE
Salary: £55,000 - £80,000 + extensive benefits package
Posted: 5 days ago
City, London
Digital Gurus
Salary: £35000 - £50000 Per Annum + benefits
Posted: 11 days ago
City, London
ANSON MCCADE
Salary: £80,000 - £90,000 + very generous bonus and car allowance plus much mo
Posted: 5 days ago