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 average salaries offered in IT jobs that have cited ETL over the 3 months to 29 April 2016 with a comparison to the same period in the previous 2 years.

3 months to
29 Apr 2016
Same period 2015 Same period 2014
Extract, Transform and Load (ETL)
Rank 98 95 101
Rank change year-on-year
-3 +6
Permanent jobs citing ETL 201 310 334
As % of all permanent IT jobs located in the City of London 2.85% 2.94% 2.67%
As % of the Processes & Methodologies category 3.18% 3.37% 3.13%
Number of salaries quoted 171 279 275
Average salary £57,500 £60,000 £52,500
Average salary % change year-on-year
-4.16% +14.28%
90% offered a salary of more than £42,500 £40,000 £40,000
10% offered a salary of more than £82,500 £83,000 £80,000
UK excluding London average salary £45,000 £45,000 £45,000
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
6321 9206 10671
As % of all permanent IT jobs located in the City of London 89.74% 87.34% 85.42%
Number of salaries quoted 5676 7732 8916
Average salary £60,000 £57,500 £55,000
Average salary % change year-on-year
+4.34% +4.54%
90% offered a salary of more than £40,000 £38,500 £37,500
10% offered a salary of more than £82,500 £80,000 £82,500
UK excluding London average salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

ETL
Jobs Demand Trend in the City of London

This chart provides a 3-month moving total of permanent IT jobs citing ETL across the City of London region as a proportion of the total demand within 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 29 April 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 29 April 2016, IT jobs across the City of London region citing ETL also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL.

1 316 (64.75%) SQL
2 284 (58.20%) Business Intelligence
3 233 (47.75%) Finance
3 233 (47.75%) SQL Server Integration Services
4 227 (46.52%) SQL Server
5 220 (45.08%) Data Warehouse
6 185 (37.91%) SQL Server Reporting Services
7 174 (35.66%) Microsoft
8 137 (28.07%) SQL Server Analysis Services
9 128 (26.23%) Big Data
10 122 (25.00%) Analytics
11 109 (22.34%) Hadoop
12 107 (21.93%) Data Modelling
13 105 (21.52%) Oracle
14 99 (20.29%) Data Management
15 96 (19.67%) T-SQL
16 94 (19.26%) MS Excel
17 93 (19.06%) Analytical Skills
18 87 (17.83%) Agile Software Development
19 74 (15.16%) Banking
20 61 (12.50%) .NET
21 58 (11.89%) OLAP
22 56 (11.48%) C#
22 56 (11.48%) Python
22 56 (11.48%) BusinessObjects
22 56 (11.48%) Informatica
22 56 (11.48%) SQL Server 2008
23 55 (11.27%) Java
24 52 (10.66%) Visualisation
24 52 (10.66%) Tableau

ETL
Top Related IT Skills in the City of London by Category

For the 6 months to 29 April 2016, IT jobs across the City of London region citing ETL also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited ETL. Up to 20 skills are shown per category.

Application Platforms
1 44 (9.02%) Apache Spark
2 23 (4.71%) Apache
3 20 (4.10%) SAS
4 14 (2.87%) Confluence
5 13 (2.66%) SharePoint
6 12 (2.46%) Elasticsearch
7 8 (1.64%) BizTalk Server
8 7 (1.43%) Node.js
9 3 (0.61%) IPython
9 3 (0.61%) Jupyter
10 1 (0.20%) Apache Solr
10 1 (0.20%) Blackberry Enterprise Server
10 1 (0.20%) IIS
10 1 (0.20%) MS Exchange
10 1 (0.20%) Oracle Application Server
10 1 (0.20%) WebLogic
10 1 (0.20%) WebSphere
Applications
1 94 (19.26%) MS Excel
2 17 (3.48%) MS Visio
3 14 (2.87%) MS Office
4 9 (1.84%) MS PowerPoint
5 4 (0.82%) SPSS
6 2 (0.41%) Spreadsheet
7 1 (0.20%) Acrobat
7 1 (0.20%) MS Project
Business Applications
1 18 (3.69%) Dynamics CRM
2 11 (2.25%) Markit EDM
3 8 (1.64%) Salesforce.com CRM
4 7 (1.43%) PeopleSoft Financials
5 3 (0.61%) Cognos Business Intelligence
5 3 (0.61%) Visualfiles
6 2 (0.41%) MoSes
7 1 (0.20%) Adobe Campaign
7 1 (0.20%) Dynamics NAV
7 1 (0.20%) HFM
7 1 (0.20%) Hyperion Planning
7 1 (0.20%) Oracle EBS
7 1 (0.20%) thinkFolio
Cloud Services
1 21 (4.30%) Amazon AWS
1 21 (4.30%) Microsoft Azure
2 13 (2.66%) Google Analytics
3 12 (2.46%) Amazon Kinesis
4 10 (2.05%) Cloud Computing
5 8 (1.64%) Google Cloud Platform
6 5 (1.02%) Force.com
6 5 (1.02%) GitHub
7 3 (0.61%) Amazon EC2
7 3 (0.61%) Amazon EMR
7 3 (0.61%) AWS Elastic Beanstalk
7 3 (0.61%) SaaS
8 2 (0.41%) Boomi
8 2 (0.41%) PaaS
9 1 (0.20%) Amazon S3
9 1 (0.20%) AWS Lambda
Communications & Networking
1 6 (1.23%) Internet
2 1 (0.20%) DHCP
2 1 (0.20%) DNS
2 1 (0.20%) LAN
2 1 (0.20%) Network Security
2 1 (0.20%) Remote Desktop
2 1 (0.20%) TCP/IP
2 1 (0.20%) WAN
Database & Business Intelligence
1 233 (47.75%) SQL Server Integration Services
2 227 (46.52%) SQL Server
3 220 (45.08%) Data Warehouse
4 185 (37.91%) SQL Server Reporting Services
5 137 (28.07%) SQL Server Analysis Services
6 128 (26.23%) Big Data
7 109 (22.34%) Hadoop
8 58 (11.89%) OLAP
9 56 (11.48%) BusinessObjects
9 56 (11.48%) SQL Server 2008
10 49 (10.04%) QlikView
11 48 (9.84%) SQL Server 2012
12 46 (9.43%) NoSQL
13 45 (9.22%) Relational Database
14 29 (5.94%) Apache Hive
15 26 (5.33%) Amazon Redshift
16 25 (5.12%) HBase
16 25 (5.12%) MongoDB
17 22 (4.51%) SAP Data Services
18 21 (4.30%) DB2
Development Applications
1 25 (5.12%) Talend Open Studio
2 18 (3.69%) Visual Studio
3 12 (2.46%) Team Foundation Server
4 11 (2.25%) SQL Server Management Studio (SSMS)
5 10 (2.05%) Eclipse
6 8 (1.64%) JIRA
6 8 (1.64%) Mercurial
7 7 (1.43%) Jenkins
8 6 (1.23%) Git (software)
9 4 (0.82%) Subversion
10 3 (0.61%) Visual Studio Tools for Office
11 2 (0.41%) FitNesse
11 2 (0.41%) Selenium
12 1 (0.20%) Atlassian Bamboo
12 1 (0.20%) HP UFT
12 1 (0.20%) MSTest
12 1 (0.20%) Octopus Deploy
12 1 (0.20%) PowerDesigner
12 1 (0.20%) SpecFlow
General
1 233 (47.75%) Finance
2 74 (15.16%) Banking
3 36 (7.38%) Law
4 33 (6.76%) Retail
5 26 (5.33%) Marketing
6 24 (4.92%) Investment Banking
7 11 (2.25%) Legal
8 9 (1.84%) Advertising
8 9 (1.84%) Back Office
9 5 (1.02%) Front Office
10 4 (0.82%) Games
11 2 (0.41%) Financial Institution
11 2 (0.41%) Pharmaceutical
11 2 (0.41%) Publishing
11 2 (0.41%) Telecoms
12 1 (0.20%) General Ledger
12 1 (0.20%) Manufacturing
12 1 (0.20%) Multimedia
Job Titles
1 209 (42.83%) Developer
2 92 (18.85%) Business Intelligence Developer
3 71 (14.55%) SSIS Developer
4 70 (14.34%) SQL Developer
5 64 (13.11%) Analyst
6 49 (10.04%) Senior Developer
7 43 (8.81%) SSAS Developer
8 42 (8.61%) Architect
9 38 (7.79%) SSRS Developer
10 35 (7.17%) ETL Developer
11 34 (6.97%) Data Architect
12 33 (6.76%) Database Developer
13 31 (6.35%) Consultant
13 31 (6.35%) Data Engineer
14 28 (5.74%) SQL BI Developer
15 26 (5.33%) Data Warehouse Developer
15 26 (5.33%) DBA
16 25 (5.12%) Big Data Developer
16 25 (5.12%) SQL Analyst
17 23 (4.71%) SQL DBA
Libraries, Frameworks & Software Standards
1 61 (12.50%) .NET
2 41 (8.40%) MDX
3 36 (7.38%) XML
4 29 (5.94%) Web Services
5 25 (5.12%) HTML
6 16 (3.28%) JSON
7 14 (2.87%) CSS
8 13 (2.66%) XSLT
9 12 (2.46%) D3.js
9 12 (2.46%) XSD
10 11 (2.25%) HTML5
11 9 (1.84%) ASP.NET
11 9 (1.84%) Middleware
12 7 (1.43%) SOAP
13 5 (1.02%) .NET Framework
13 5 (1.02%) Kafka
13 5 (1.02%) Spring XD
13 5 (1.02%) WCF
14 4 (0.82%) REST
15 3 (0.61%) SciPy
Miscellaneous
1 93 (19.06%) Analytical Skills
2 52 (10.66%) Visualisation
3 43 (8.81%) Data Integration
4 38 (7.79%) Fintech
5 35 (7.17%) Computer Science
6 26 (5.33%) Management Information System
7 25 (5.12%) Replication
8 15 (3.07%) Derivative
8 15 (3.07%) Reinsurance
9 14 (2.87%) Data Structures
9 14 (2.87%) Wiki
10 11 (2.25%) Clustering
11 10 (2.05%) Equities
11 10 (2.05%) Fixed Income
11 10 (2.05%) User Experience
12 9 (1.84%) Mathematics
13 8 (1.64%) Data Extraction
13 8 (1.64%) Social Media
14 6 (1.23%) Internet of Things
14 6 (1.23%) Telematics
Operating Systems
1 32 (6.56%) Linux
1 32 (6.56%) Unix
2 16 (3.28%) Windows
3 2 (0.41%) Windows 7
4 1 (0.20%) Windows Vista
Processes & Methodologies
1 284 (58.20%) Business Intelligence
2 122 (25.00%) Analytics
3 107 (21.93%) Data Modelling
4 99 (20.29%) Data Management
5 87 (17.83%) Agile Software Development
6 48 (9.84%) Data Transformation
7 42 (8.61%) Data Analysis
8 40 (8.20%) Migration
9 35 (7.17%) Performance Tuning
10 34 (6.97%) Data Visualisation
10 34 (6.97%) ETL Development
11 33 (6.76%) Open Source
12 29 (5.94%) Kimball Methodology
13 28 (5.74%) CRM
13 28 (5.74%) Data Architecture
14 27 (5.53%) E-Commerce
15 25 (5.12%) Asset Management
15 25 (5.12%) Dimensional Modelling
15 25 (5.12%) Information Management
15 25 (5.12%) SDLC
Programming Languages
1 316 (64.75%) SQL
2 96 (19.67%) T-SQL
3 56 (11.48%) C#
3 56 (11.48%) Python
4 55 (11.27%) Java
5 25 (5.12%) R
6 22 (4.51%) JavaScript
7 12 (2.46%) PL/SQL
8 9 (1.84%) Perl
9 7 (1.43%) Data Analysis Expressions (DAX)
9 7 (1.43%) Scala
10 6 (1.23%) VBA
11 5 (1.02%) PowerShell
12 4 (0.82%) PHP
13 3 (0.61%) VB
14 2 (0.41%) C
14 2 (0.41%) HiveQL
14 2 (0.41%) MATLAB
14 2 (0.41%) Shell Script
14 2 (0.41%) VB.NET
Qualifications
1 52 (10.66%) Degree
2 23 (4.71%) Microsoft Certification
3 18 (3.69%) MCITP
4 5 (1.02%) PhD
5 3 (0.61%) IBM Certification
5 3 (0.61%) MCAD
5 3 (0.61%) MCSD
6 2 (0.41%) HND
6 2 (0.41%) Security Cleared
7 1 (0.20%) DBS Check
7 1 (0.20%) ITIL Certification
7 1 (0.20%) MCDBA
7 1 (0.20%) MCTS
7 1 (0.20%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 45 (9.22%) Data Quality
2 12 (2.46%) QA
3 7 (1.43%) PCI DSS
4 5 (1.02%) SLA
5 3 (0.61%) Solvency II
6 1 (0.20%) CRD IV
6 1 (0.20%) EMIR
6 1 (0.20%) MiFID
System Software
1 20 (4.10%) HDFS
2 4 (0.82%) Apache Flume
3 3 (0.61%) Docker
4 2 (0.41%) Active Directory
5 1 (0.20%) Microsoft Virtual Server
5 1 (0.20%) Oracle RAC
5 1 (0.20%) VMware Infrastructure
Systems Management
1 13 (2.66%) Control-M
1 13 (2.66%) Puppet
2 8 (1.64%) Opscode Chef
3 7 (1.43%) Ansible
4 5 (1.02%) Ambari
5 2 (0.41%) Jitterbit
6 1 (0.20%) Data Guard
6 1 (0.20%) HP Quality Center
6 1 (0.20%) Oozie
6 1 (0.20%) Oracle RMAN
Vendors
1 174 (35.66%) Microsoft
2 105 (21.52%) Oracle
3 56 (11.48%) Informatica
4 52 (10.66%) Tableau
5 40 (8.20%) SAP
6 32 (6.56%) Sybase
7 25 (5.12%) Talend
8 24 (4.92%) Hortonworks
9 21 (4.30%) WorldPay
10 20 (4.10%) Netezza
11 18 (3.69%) Siebel
12 17 (3.48%) Cloudera
13 14 (2.87%) Bloomberg
13 14 (2.87%) Cognos
14 13 (2.66%) Google
14 13 (2.66%) Teradata
15 12 (2.46%) IBM
15 12 (2.46%) Omniture
16 11 (2.25%) Salesforce.com
16 11 (2.25%) Trillium
City, London
Pioneer Search
Salary: £50000.00 - £60000.00 per annum + Bonus + Benefits
Posted: 2 hours ago
City, London
First Point
Salary: £50000.00 - £65000.00 per annum
Posted: 3 hours ago
City, London
Harvey Nash plc
Salary: £70000 - £80000 per annum
Posted: 9 hours ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 9 hours ago
City, London
The Collinson Group
Salary: From £60,000 to £70,000 per annum
Posted: Yesterday
City, London
Cognizant
Posted: Yesterday
City, London
Pesaro
Salary: From £30,000 to £40,000 per annum Flex Benefits Package
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £55,000 -£90,000
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £55,000 - £80,000
Posted: Yesterday
City, London
ANSON MCCADE
Salary: £30,000 - £100,000
Posted: Yesterday
City, London
onezeero.
Salary: £100000 - £140000 per annum + bonus & bens
Posted: 2 days ago
City, London
onezeero.
Salary: £50000 - £80000 per annum + bonus & bens
Posted: 2 days ago
City, London
Opus Recruitment Solutions Ltd
Salary: £35000 - £65000 per annum
Posted: 2 days ago
City, London
Sage UK Limited
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £70,000 + strong package
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £35k - £60k plus benefits.
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £50k - £60k plus performance bonus
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £40k - £80k plus benefits.
Posted: 2 days ago
City, London
ANSON MCCADE
Salary: £60,000 - £80,000
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £35,000 - £55,000
Posted: 3 days ago
City, London
ANSON MCCADE
Salary: £75,000 - £85,000 + generous bonus and car allowance plus much more!
Posted: 3 days ago
City, London
onezeero.
Salary: £50000 - £60000 per annum + Benefits
Posted: 4 days ago
City, London
Informatiq Consulting
Salary: £35000 - £40000 per annum + bens
Posted: 4 days ago
City, London
Hatstand Limited
Salary: £25000 - £30000 per annum
Posted: 4 days ago
City, London
Hatstand Limited
Salary: £30000 - £35000 per annum
Posted: 4 days ago
City, London
The Change Partners Recruitment
Salary: From £40,000 to £45,000 per annum
Posted: 4 days ago
City of London
Streamline Connections Ltd
Salary: £60000 - £80000 per annum
Posted: 7 days ago
City of London
Talent Point
Salary: £50000.00 - £65000.00 per annum + extensive bens
Posted: 7 days ago
City of London
Hays London City Cheapside
Salary: £60000.00 - £80000.00 per annum
Posted: 7 days ago
City, London
Sopra Steria Recruitment
Salary: From £80,000 to £100,000 per annum
Posted: 8 days ago